From 33953d8494a65739e797c7adbcba6abe1d958efe Mon Sep 17 00:00:00 2001
From: Jonathan <schimpf@hab.de>
Date: Fri, 25 Nov 2022 12:30:18 +0100
Subject: [PATCH] goedeke angelegt

---
 .../generalisation_2021_v1_0.pdf              |  Bin 0 -> 861418 bytes
 .../generalisation_2021_v1_0.xml              | 1964 +++++++++++++++++
 .../generalisation_2022_001.png               |  Bin 0 -> 87551 bytes
 .../generalisation_2022_002.png               |  Bin 0 -> 261239 bytes
 .../generalisation_2022_003.png               |  Bin 0 -> 180395 bytes
 .../generalisation_2022_004.PNG               |  Bin 0 -> 31464 bytes
 .../generalisation_2022_005.PNG               |  Bin 0 -> 38486 bytes
 .../generalisation_2022_006.PNG               |  Bin 0 -> 14802 bytes
 .../generalisation_2022_007.png               |  Bin 0 -> 66321 bytes
 9 files changed, 1964 insertions(+)
 create mode 100644 2022_010_goedeke_et_al/generalisation_2021_v1_0.pdf
 create mode 100644 2022_010_goedeke_et_al/generalisation_2021_v1_0.xml
 create mode 100644 2022_010_goedeke_et_al/generalisation_2022_001.png
 create mode 100644 2022_010_goedeke_et_al/generalisation_2022_002.png
 create mode 100644 2022_010_goedeke_et_al/generalisation_2022_003.png
 create mode 100644 2022_010_goedeke_et_al/generalisation_2022_004.PNG
 create mode 100644 2022_010_goedeke_et_al/generalisation_2022_005.PNG
 create mode 100644 2022_010_goedeke_et_al/generalisation_2022_006.PNG
 create mode 100644 2022_010_goedeke_et_al/generalisation_2022_007.png

diff --git a/2022_010_goedeke_et_al/generalisation_2021_v1_0.pdf b/2022_010_goedeke_et_al/generalisation_2021_v1_0.pdf
new file mode 100644
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+                                            <forename>Anna Mareike</forename>
+                                            <surname>Weimer</surname>
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+                                        <email>annamareike.hofmann@uni-goettingen.de</email>
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+                                <orgName>Georg-August-Universität Göttingen, Seminar für Deutsche Philologie</orgName>
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+                                        <name role="marc_aut">
+                                            <forename>Anke</forename>
+                                            <surname>Holler</surname>
+                                        </name>
+                                        <email>anke.holler@phil.uni-goettingen.de</email>
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+                                        <idno type="orcid">0000-0003-0566-1150</idno>
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+                                <orgName>Georg-August-Universität Göttingen, Seminar für Deutsche Philologie</orgName>
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+                <keywords scheme="gnd">
+                    <term>Computerlinguistik<ref target="4035843-4"/>
+                    </term>
+                    
+                    <term>Erzähltheorie<ref target="4152975-3"/>
+                    </term>
+                    <term>Quantifizierung (Linguistik)<ref target="4076453-9"/>
+                    </term>
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+                <div type="abstract">
+                    <argument xml:lang="de">
+                        <p>Generalisierungen in Erzähltexten dienen typischerweise nicht
+                            oder nicht ausschließlich dazu, die erzählte Welt aufzubauen, sondern um
+                            Informationen über die Erzählinstanz, den Sinn des Erzählten oder die reale Welt
+                            bereitzustellen. Der Aufsatz leistet einen Beitrag zur
+                            linguistisch-literaturwissenschaftlichen Beschreibung von Generalisierungen,
+                            entwickelt ein Tagset für ihre Identifikation und Klassifikation und stellt die
+                            Ergebnisse ihrer kollaborativen Annotation in einem diachronen Korpus (1616–1930)
+                            dar. Die schließlich vorgestellten regelbasierten und statistischen Tagger zur
+                            automatischen Erkennung von Generalisierungen gewährleisten den Zugang zu einer
+                            breiten Basis von Textbeispielen und ermöglichen eine empirisch gesättigte Analyse
+                            der Funktionen von Generalisierungen und der assoziierten narratologischen
+                            Phänomene.</p>
+                    </argument>            
+                    <argument xml:lang="en">
+                        <p>Generalisations in narrative texts typically do not or not
+                            exclusively serve to devise the narrated world, but provide information about the
+                            narrative instance, the meaning of what is told or the real world. The paper
+                            contributes to the linguistic-literary description of generalisations, develops a
+                            tagset for their identification and classification, and presents the results of
+                            their collaborative annotation in a diachronic corpus (1616–1930). Finally, the
+                            paper presents a rule-based and a statistical tagger for the automatic recognition
+                            of generalisations that allow users to access a variety of examples of the
+                            phenomenon and can be used in the analysis of the functions of generalisations and
+                            the associated narratological phenomena.</p>
+                    </argument>
+                </div>
+                <div type="chapter">
+                    <head>1. Einleitung</head>
+                    
+                    <p>Das wohl bekannteste Beispiel für
+                        Generalisierungen in der literaturwissenschaftlichen Forschung ist der erste Satz
+                        aus Tolstojs <bibl>
+                            <title type="desc">Anna Karenina</title>
+                        </bibl>, an dem eine Vielzahl
+                        aktueller Forschungspositionen erläutert werden können:<lb/><seg type="ex">(1) Alle glücklichen Familien sind
+                        einander ähnlich; aber jede unglückliche Familie ist auf ihre besondere Art
+                        unglücklich.<note type="footnote">Vgl. <ref type="bibliography" target="#tolstoj_anna_2012">Tolstoj 2012</ref>, S. 7.</note></seg><lb/>Martínez und Scheffel analysieren
+                        dieses Beispiel in ihrer Diskussion des <bibl>
+                            <title type="desc">theoretischen
+                                Satzes</title>
+                        </bibl> als eine <quote>kommentierende Stellungnahme des
+                            Erzählers über die Welt überhaupt</quote> und unterscheiden sie von mimetischen
+                        Sätzen, die <quote>Informationen über die konkrete Beschaffenheit und
+                            das Geschehen in der erzählten Welt</quote> vermitteln.<note type="footnote"> 
+                                <ref type="bibliography" target="#scheffel_einfuehrung_2016">Scheffel / Martínez 2016</ref>, S.
+                                104f.</note> Bei genauerer Betrachtung fällt allerdings auf, dass diese
+                        vermeintlich strikte Trennung der Funktionen dem Beispiel nicht gerecht wird. Durch
+                        die Generalisierung entsteht augenscheinlich eine Distanz zur erzählten Welt,<note type="footnote"> 
+                            <ref type="bibliography" target="#nuenning_grundzuege_1989">Nünning 1989</ref>, S.
+                            50f.</note> wodurch der Satz als Bemerkung über die nicht-fiktionale
+                        Welt interpretiert werden kann – also als eine Behauptung über die Beschaffenheit
+                        von Familien im Allgemeinen.<note type="footnote"> Vgl. die Diskussion in 
+                            <ref type="bibliography" target="#gittel_essayismus_2015">Gittel 2015</ref>, S.
+                            148–168.</note> Der Satz kann aber zusätzlich als Vorhersage über die
+                        Geschehnisse in der fiktionalen Welt interpretiert werden und somit als Leitfaden
+                        zum Verständnis des Werkes an sich dienen. In (1) kann die Generalisierung demnach
+                        auf eine explizite Erzählinstanz (<term type="dh">overt narrator</term>)
+                        hinweisen und zugleich als Indikator für sogenannte <term type="dh">nicht-fiktionale-Rede</term> (<term type="dh">non-fictional
+                            speech</term>)<note type="footnote"> Vgl.
+                                <ref type="bibliography" target="#searle_logic_1975">Searle 1975</ref>, S. 331f.; 
+                                <ref type="bibliography" target="#konrad_dimensionen_2014">Konrad 2014</ref>, S. 424–474; 
+                                <ref type="bibliography" target="#konrad_signposts_2017">Konrad 2017</ref>, S. 57.
+                            </note> gelten.<note type="footnote"> <ref type="bibliography" target="#chatman_story_1978">Chatman 1978</ref>, S. 243.</note> Vertreter*innen einer
+                        Theorie der Literatur als soziale Institution betrachten generalisierende Aussagen
+                        wie (1) als <term type="dh">thematic statements</term>, also als Hinweise
+                        auf das Thema des betreffenden Werks.<note type="footnote"> Vgl. 
+                            <ref type="bibliography" target="#lamarque_truth_1994">Lamarque / Olsen 1994</ref>, S. 328–331; 
+                            <ref type="bibliography" target="#lahn_einfuehrung_2013">Lahn / Meister
+                                2013</ref>, S. 176f.</note> In der Debatte um das Verhältnis von Wissen und
+                        Literatur werden Generalisierungen als Beispiele für sogenannte <term type="dh">explicit truths</term> oder <term type="dh">explizite Propositionen</term> herangezogen, die möglicherweise eine besondere
+                        Rolle für den kognitiven Wert fiktionaler Werke spielen.<note type="footnote"> Vgl. 
+                            <ref type="bibliography" target="#petraschka_interpretation_2014">Petraschka 2014</ref>, S. 99–106;
+                            <ref type="bibliography" target="#vesper_literatur_2014">Vesper 2014</ref>; in anderem Vokabular 
+                            <ref type="bibliography" target="#mikkonen_assertions_2009">Mikkonen 2009</ref>.</note></p>
+                    
+                    <p>Beispiel (1) illustriert demnach, dass
+                        Generalisierungen im Erzähltext offenbar Aussagen darstellen, die typischerweise
+                        nicht oder nicht nur dem Aufbau der erzählten Welt dienen, sondern diverse weitere
+                        Funktionen erfüllen können. Nichtsdestoweniger spielen sie in der Narratologie nur
+                        eine untergeordnete Rolle. Häufig ist umgangssprachlich von <term type="dh">Verallgemeinerungen</term> die Rede; eine empirische
+                        Untersuchung von Generalisierungen hinsichtlich ihrer werkimmanenten und
+                        textexternen Funktionen blieb bislang aus. So beruhen die bis dato in der Forschung
+                        formulierten Hypothesen zur Funktion von Generalisierungen meist auf wenigen
+                        ausgewählten Beispielsätzen kanonisierter Werke. Diachrone Perspektiven, etwa
+                        hinsichtlich einzelner Autor*innen, Epochen, literarischer Gattungen oder
+                        Strömungen, bleiben unausgeschöpft.</p>
+                    <p>Im Mittelpunkt des vorliegenden
+                        Aufsatzes stehen zwei Generalisierungstagger: ein regelbasierter und ein
+                        statistischer Tagger. Die Entwicklung der Tagger soll dazu dienen, einerseits
+                        Generalisierungen formal (d. h. linguistisch) zu untersuchen. Andererseits sollen
+                        die mit Generalisierungen assoziierten Funktionen und Effekte im Erzähltext
+                        analysiert werden können, insbesondere vor dem Hintergrund diachroner
+                        narratologischer Fragestellungen. Dementsprechend wird mit einem Korpus
+                        deutschsprachiger fiktionaler Erzähltexte gearbeitet, die zwischen 1616 und 1930
+                        veröffentlicht wurden. Der <ref type="intern" target="#hd2">Abschnitt 2</ref> wird eingangs in die mit Generalisierungen
+                        assoziierten linguistischen Phänomene Quantifikation und Generizität und ihre
+                        computergestützte Operationalisierung einführen. Ein besonderes Augenmerk wird
+                        darauf liegen, die für uns zentrale Herausforderung für die Annotation von
+                        Generalisierungen zu bewältigen: Quantifikation und Generizität stellen einerseits
+                        klassische Gegenstände der semantischen Theoriebildung dar und sollen auf eine Weise
+                        annotiert werden, die eine linguistische Analyse der Annotation ermöglichen. Dennoch
+                        müssen annotierbare Indikatoren an der Satzoberfläche erkennbar sein, was
+                        insbesondere bei generischen Ausdrücken komplex ist. Diese Herausforderung ergibt
+                        sich aus unserer Engführung linguistischer und narratologischer Perspektiven auf das
+                        Thema Generalisierungen. Unser Ziel ist es, die Tagger insbesondere dafür zu nutzen,
+                        die Schnittstelle zwischen Formen und Funktionen von Generalisierungen im Erzähltext
+                        auszuleuchten. In <ref type="intern" target="#hd6">Abschnitt 3</ref> schildern wir unser
+                        Annotationsvorgehen, das die in der Forschungsliteratur vorhandenen Tagsets zur
+                        Annotation von Quantifikations- bzw. Generizitätsphänomenen um ein intuitives und
+                        theorieübergreifendes Vorgehen für deutschsprachige fiktionale Texte ergänzt. Zudem
+                        wird das Annotationskorpus beschrieben sowie Ergebnisse des <term type="dh">Inter-Annotator-Agreements</term> dargestellt. Es folgt eine Erläuterung zur
+                        Implementierung der Tagger in <ref type="intern" target="#hd9">Abschnitt 4</ref> und ihre
+                        Evaluation in <ref type="intern" target="#hd14">Abschnitt 5</ref>. </p>
+                </div>
+                <div type="chapter">
+                    <head>2. Generalisierungen in Theorie und Operationalisierung</head>
+                    
+                    <p>Generalisierungen können auf
+                        verschiedene Weise im Satz sprachlich markiert sein. Typische Indikatoren sind
+                        allquantifizierte und generische Ausdrücke, die zu einer Äußerung naturgemäß
+                        generalisierende Bedeutungsanteile beitragen können. Quantifikation und Generizität
+                        stellen dabei klassische Gegenstände der semantischen Theoriebildung dar, weswegen
+                        bereits zahlreiche detaillierte und differenzierte Analysen und Modelle zu ihrer
+                        adäquaten Beschreibung vorliegen. Daraus ergibt sich die zentrale Herausforderung
+                        für die Annotation und die automatische Erkennung von Generalisierungen in
+                        Erzähltexten: Einerseits müssen annotierbare Indikatoren für Generalisierungen an
+                        der Satzoberfläche identifiziert werden können, andererseits muss jedwedes
+                        Annotationsschema auch theoretisch plausibel mit den etablierten semantischen
+                        Theorieansätzen kompatibel sein.</p>
+                    <p>Im Folgenden werden zunächst kurz die
+                        hier vorausgesetzten Annahmen der theoretischen Semantik zur Generizität und
+                        Quantifikation eingeführt. Daran anschließend werden relevante computerlinguistische
+                        Vorschläge zur Annotation generischer Ausdrücke diskutiert. Dabei wird auch deutlich
+                        werden, dass die vorgeschlagene Herangehensweise nur begrenzt auf Erzähltexte
+                        übertragbar ist.</p>
+                    <div type="subchapter">
+                        <head>2.1 Generizität und Quantifikation</head>
+                        
+                        <p>Mit generischen Aussagen ist es
+                            möglich, über eine Klasse von Dingen oder Individuen gleichzeitig etwas auszusagen,
+                            entweder durch auf diese <term type="dh">Art</term> oder <term type="dh">Gattung</term> referierende Nominalphrasen (NPn) wie in
+                            Beispiel (2) oder auf Satzebene – in diesem Fall ist die Rede von
+                            charakterisierenden oder generischen Sätzen.<note type="footnote"> 
+                                <ref type="bibliography" target="#krifka_book_1995">Krifka et al. 1995</ref>, S. 2.</note> Diese teilen
+                            sich in entweder lexikalisch-charakterisierende Aussagen über Fakten (vgl. (3)) oder
+                            habituell-charakterisierende Aussagen über wiederkehrende Ereignisse auf (vgl. (4)).
+                            Beide Formen können auch im selben Satz auftreten (vgl. (3)).<lb/><seg type="ex">(2) <term type="figure">Löwen</term> fressen Fleisch. (NP ›Löwen‹ referiert auf Gattung)</seg><lb/><seg type="ex">(3) Ein Löwe hat eine Mähne. <note type="footnote"> Ein wichtiger
+                                Unterschied zwischen <term type="figure">Ein Löwe hat eine Mähne</term>
+                                und <term type="figure">Jeder Löwe hat eine Mähne</term> besteht darin,
+                                dass generische Aussagen immer Ausnahmen erlauben, allquantifizierte
+                                Aussagen hingegen nicht. Aus linguistischer Perspektive ist es daher nicht
+                                angemessen, beiden Formen dieselben Wahrheitswerte zuzuordnen. Ergebnisse
+                                aus der Psycholinguistik stellen diese Annahme allerdings infrage, vgl.
+                                <ref type="bibliography" target="#leslie_ducks_2011">Leslie et al. 2011</ref>.</note> (lexikalisch-charakterisierend, kombiniert
+                                mit generisch verwendeter NP)</seg><lb/><seg type="ex">(4) John trinkt nach dem Essen ein
+                            Bier. (habitueller Satz)</seg><lb/>Allen diesen generischen Aussagen ist
+                            gemein, dass eindeutige Indikatoren für ihre generalisierende Lesart an der
+                            Satzoberfläche fehlen. Aus diesem Grund sind die aufgeführten Aussagen in der Regel
+                            ambig: Die indefinite Plural-NP <term type="figure">Löwen</term> in (2) ist eine
+                            Form, die zwar häufig generische Lesarten auslöst, aber auch spezifisch verwendet
+                            werden kann:<lb/><seg type="ex">(5) Die Schließanlage im Zoo ist
+                            kaputt. Es sind Löwen ausgebrochen. (spezifische Verwendung)</seg><lb/>Ebenso verhält es sich mit Massennomen
+                            im Singular. Nur in (6), nicht aber in (7) wird <term type="figure">Gold</term>
+                            generisch verwendet:<lb/><seg type="ex">(6) Gold glänzt.</seg><lb/><seg type="ex">(7) Die Bank wurde ausgeraubt und es
+                            wurde Gold gestohlen.</seg><lb/>Auch definite und indefinite NPn im
+                            Singular können generisch oder spezifisch interpretiert werden. Oft ist der Kontext
+                            der ausschlaggebende Faktor dafür, ob eine generische Lesart vorliegt, vgl.
+                            (8)–(10):<lb/><seg type="ex">(8) <term type="figure">Ein
+                                Löwe</term> hat eine Mähne. (Indefinite NP, löst standardmäßig eine
+                                generalisierende Lesart aus)</seg><lb/><seg type="ex">(9) <term type="figure">Der
+                                Löwe</term> hat eine Mähne. (Definite NP, generalisierende Lesart je nach Kontext
+                                    möglich)</seg><lb/><seg type="ex">(10) Ein Vater erklärt seinem Kind
+                            Eigenschaften von Wildtieren. Er sagt: Der Elefant hat einen Rüssel. Der Löwe hat
+                            eine Mähne. (Kontext triggert generalisierende Lesart)</seg><lb/><seg type="ex">(11) Ein Vater und sein Kind stehen im
+                            Zoo vor dem Löwenkäfig. Der Vater fragt das Kind, welches der Tiere eine Mähne hat.
+                            Das Kind zeigt auf den männlichen, ausgewachsenen Löwen und sagt: Der Löwe hat eine
+                            Mähne. (Kontext triggert eine spezifische Lesart)</seg><lb/>Diese Beispiele illustrieren die hohe
+                            Kontextabhängigkeit generischer Interpretationen; anhand der sprachlichen Formen
+                            einer NP allein lässt sich noch nicht sicher bestimmen, ob diese NP generisch
+                            interpretiert wird oder nicht. Die Theorie der generalisierten Quantoren
+                            vorausgesetzt, nehmen wir an, dass charakterisierende und quantifizierte Sätze
+                            dieselbe dreiteilige Struktur aufweisen, die aus einem Quantor (Q), einem Restriktor
+                            (R) und einem nuklearen Skopus (S) besteht,<note type="footnote"> Vgl. 
+                                <ref type="bibliography" target="#lewis_adverbs_1975">Lewis 1975</ref>; 
+                                <ref type="bibliography" target="#barwise_quantifiers_1981">Barwise / Cooper 1981</ref>; 
+                                <ref type="bibliography" target="#heim_semantics_1982">Heim 1982</ref>;
+                                <ref type="bibliography" target="#benthem_logic_1983">Benthem 1983</ref>; 
+                                <ref type="bibliography" target="#krifka_book_1995">Krifka et al. 1995</ref>, S. 25; 
+                                <ref type="bibliography" target="#kamp_theory_2002">Kamp 2002</ref>.</note> wobei jeder
+                            Bestandteil einen bestimmten eigenen Bedeutungsbeitrag leistet. Der Quantor
+                            allerdings muss in natürlichsprachlichen Sätzen nicht zwingend an der Satzoberfläche
+                            ablesbar sein. Dies ist insbesondere bei generischen Sätzen der Fall. Wir erläutern
+                            diese Struktur an einem Beispiel:<lb/><seg type="ex">(12) Jede Wissenschaftlerin ist
+                            klug.</seg><lb/>Ein Quantor kann als eine Relation
+                            zwischen zwei Mengen aufgefasst werden. Demnach drückt <term type="figure">jede</term> in (12) die Relation zwischen der Menge der Wissenschaftlerinnen und
+                            der Menge der klugen Personen aus. Dabei legt er fest, dass die Menge der
+                            Wissenschaftlerinnen vollständig in der Menge der klugen Personen enthalten ist,
+                            also eine Teilmenge der klugen Personen bildet. Die NP <term type="figure">Wissenschaftlerin</term> stellt den Restriktor des Quantors 
+                            <term type="figure">jede</term> dar und beschreibt die Teilmenge, über die etwas
+                            ausgesagt wird: die Menge aller Wissenschaftlerinnen. Das Prädikat <term type="figure">ist klug</term> bildet den (nuklearen) Skopus des Quantors,
+                            wodurch die Eigenschaft, die dieser Menge zugeschrieben wird, erfasst ist. In
+                            Beispielen wie (12) sind Q, R und S noch recht leicht oberflächennah zu erkennen,
+                            bei Satzmaterial aus Erzähltexten wird sie ungleich komplexer, wie in <ref type="intern" target="#hd5">Abschnitt 2.3</ref> gezeigt wird. </p>
+                        <p>Sowohl mit quantifizierten als auch
+                            mit generischen Äußerungen können Generalisierungen ausgedrückt werden. Das mitunter
+                            größere Interesse, auch in der computerlinguistischen Forschung, liegt auf
+                            generischen Aussagen, da diese nicht durch Indikatoren an der Satzoberfläche
+                            gekennzeichnet und damit schwerer formal zu beschreiben und automatisch zu erkennen
+                            sind. In der Narratologie wiederum ist nicht klar, welche Formen von
+                            Generalisierungen prominenter in fiktionalen Texten sind oder welche Formen mit
+                            welchen Funktionen im Text eher korrelieren. Eine Einschränkung auf den einen oder
+                            den anderen linguistischen Forschungsschwerpunkt ist daher zum jetzigen Zeitpunkt
+                            nicht sinnvoll.</p>
+                    </div>
+                    <div type="subchapter">
+                        <head>2.2 Operationalisierungsansätze von Generizität und Quantifikation im Überblick</head>
+                        
+                        <p>Es existiert eine beträchtliche Anzahl
+                            an Annotationsschemata, die dazu dienen sollen, quantifizierte oder generische
+                            Ausdrücke zu markieren. Ein Großteil dieser Vorschläge bezieht sich ausschließlich
+                            auf generische NPn<note type="footnote">
+                                Vgl. <ref type="bibliography" target="#mitchell_ace_2003">Mitchell et al. 2003</ref>; 
+                                <ref type="bibliography" target="#walker_ace_2006">Walker et al. 2006</ref>; 
+                                <ref type="bibliography" target="#reiter_identifying_2010">Reiter / Frank 2010</ref>;
+                                <ref type="bibliography" target="#friedrich_annotating_2015">Friedrich et al. 2015</ref>.</note> und arbeitet entsprechend mit einer
+                            limitierten Anzahl an Tags. So annotieren <ref type="bibliography" target="#friedrich_annotating_2015">Friedrich et al. 2015</ref>, ob das Subjekt
+                            eines Satzes generisch auf eine <term type="dh">Art</term> oder <term type="dh">Klasse</term> referiert, und wenn ja, ob der umliegende
+                            Satz eine charakterisierende oder spezifische Aussage über diese Klasse trifft.
+                            Entsprechend dieser Unterteilung nutzen sie ein dreiteiliges Tagset:</p>
+                        <p>Tagset von Friedrich et al.:<list type="unordered"><item>GEN; gen: generischer Satz mit
+                            generischem Subjekt</item><item>NON-GEN; non gen: nicht-generischer
+                                Satz mit nicht-generischem Subjekt</item><item>NON-Gen; gen: nicht generischer Satz
+                                    mit generischem Subjekt</item></list></p>
+                        <p>Durch die Fokussierung auf generische
+                            Subjekte werden Sätze mit generischen Objekten, aber nicht-generischen Subjekten aus
+                            der Erhebung ausgeschlossen, obwohl auch in diesen Generalisierungen vorliegen
+                            können, wie Beispiel (13) illustriert:<lb/><seg type="ex">(13) John mag Kaffee.</seg><lb/>Friedrich / Pinkal widmen sich
+                            der automatischen Erkennung von habituellen Sätzen anhand des lexikalischen Aspekts
+                            des Vollverbs.<note type="footnote"> Vgl. 
+                                <ref type="bibliography" target="#friedrich_recognition_2015">Friedrich / Pinkal 2015</ref>.</note> Dieser Ansatz
+                            ist strikt linguistisch motiviert: Der Aspekt des Vollverbs eines Satzes (dynamisch
+                            oder statisch) bestimmt den Aspekt des Satzes. Hat das Vollverb eines Satzes
+                            dynamischen Aspekt, kann dieser entweder auf habituelle oder episodische Sätze
+                            hindeuten. Statische Verben hingegen führen üblicherweise zu statischen Sätzen. Je
+                            nach Aspekt verändert sich die Funktion eines Satzes im (narrativen) Diskurs, so
+                            werden generische Sätze üblicherweise mit Erzählpausen assoziiert.<note type="footnote"> Vgl. 
+                                <ref type="bibliography" target="#carlson_generics_2006">Carlson 2006</ref>.</note>
+                        </p>
+                        <p>Schließlich stellen Friedrich et al. 2016
+                            auch ein integriertes Vorgehen vor, um generische NPn und habituelle
+                            Ausdrücke simultan zu annotieren und automatisch zu erkennen.<note type="footnote"> Vgl. 
+                                <ref type="bibliography" target="#friedrich_situation_2016">Friedrich et al.
+                                    2016</ref>.</note> Das Ziel ihres Ansatzes ist die automatische Erkennung
+                            sogenannter <term type="dh">situation entity types</term> (SE types).
+                            Darunter fallen neben Ereignissen und Fakten auch sogenannte <term type="dh">generative states</term>, die
+                            einerseits generische Äußerungen und andererseits habituelle Äußerungen sein können.
+                            Bei der Annotation auf Satzebene wird der <term type="dh">main
+                                referent</term>, üblicherweise das Subjekt, als generisch oder nicht-generisch
+                            klassifiziert. Zudem wird das Vollverb hinsichtlich des lexikalischen Aspekts
+                            (dynamisch oder statisch) annotiert. Je nach Ergebnis werden dann die Tags <term type="dh">generic sentence</term>, <term type="dh">generalizing sentence</term>, <term type="dh">state</term> oder <term type="dh">event</term>
+                            vergeben.<note type="footnote">Vgl. <ref type="bibliography" target="#friedrich_annotating_2015">Friedrich et al. 2015</ref>, S. 41.</note> Die Problematik, Sätze mit
+                            nicht-generischen Subjekten aber generischen Objekten (vgl. (13)) durch die
+                            Annotation auszuschließen, bleibt hier zwar bestehen, kann aber durch die Klasse <hi rend="italic">state</hi> aufgefangen werden. </p>
+                        <p>Insgesamt ist die automatische
+                            Erkennung von Generalisierungen also nicht nur mit der automatischen Erkennung von
+                            generischen NPn oder Habitualität, sondern durch die Erkennung von (lexikalischem)
+                            Aspekt auch mit der Identifikation von temporalen Strukturen in Erzähltexten
+                            verknüpft. Nach unserer Kenntnis ist bis heute noch kein Versuch unternommen worden,
+                            Generalisierungen spezifisch in deutschsprachigen fiktionalen Erzähltexten zu
+                            erkennen. Wie sich in diesem Abschnitt herausgestellt hat, ist der Großteil der
+                            vorhandenen Ansätze computerlinguistisch ausgerichtet und bezieht sich meist auf
+                            faktuale Textsorten wie Zeitungstexte, (Online-) Lexikoneinträge und dergleichen.
+                            Außerdem wird überwiegend mit englischsprachigen Texten gearbeitet. Eine direkte
+                            Übertragung dieser Ansätze auf deutschsprachige fiktionale Texte ist nicht ohne
+                            Weiteres möglich – die Gründe hierfür werden im folgenden Abschnitt diskutiert.</p>
+                    </div>
+                    <div>
+                        <p></p>
+                        <p></p>
+                        <p></p>
+                        <p></p>
+                    </div>
+                    <div type="subchapter">
+                        <head>2.3 Operationalisierung von Generalisierungen in fiktionalen Erzähltexten</head>
+                        
+                        <p>Die im vorangegangen Abschnitt
+                            erläuterten Tagsets sind computerlinguistisch motiviert und daher auf bestimmte
+                            semantische oder syntaktische Formen begrenzt. Da für uns nicht von vornherein klar
+                            ist, welche Formen von Generalisierungen für narratologische Fragestellungen
+                            relevant sind, ist ein solches ausschließlich an der Form orientiertes Vorgehen im
+                            Fall fiktionaler Erzähltexte ungeeignet. Es bestünde die Gefahr, einen Teil
+                            generalisierender Aussagen aus der Erhebung von vornherein auszuschließen und damit
+                            das Forschungsziel zu verfehlen. Hinzu kommt die Schwierigkeit, dass die hier
+                            vorgestellten Tagger auch auf älteren Sprachstufen bzw. nicht-kanonischen
+                            Ausdrucksweisen operieren können müssen, wenn auch diachrone narratologische
+                            Forschungsfragen beantwortet werden sollen.</p>
+                        <p>Die drei zentralen Herausforderungen
+                            für die Annotation von Generalisierungen lassen sich wie folgt umreißen: Die erste
+                            Schwierigkeit besteht darin, dass der Tagger Generalisierungen in Texten erkennen
+                            können muss, die ab 1600 veröffentlicht wurden. Speziell in den älteren Texten
+                            treten nicht nur typische lexikalische Ausdrücke und syntaktische Konstruktionen der
+                            jeweiligen Sprachstufen auf, sondern darüber hinaus lässt sich auch eine höhere Zahl
+                            an komplexen, teils mehrfach rekursiv eingebetteten Sätzen beobachten. Das ist nicht
+                            nur der Struktur des Deutschen geschuldet, sondern auch ein Charakteristikum
+                            fiktionaler Erzähltexte. In diesen Texten im Detail Restriktor, Skopus und Quantor
+                            zu identifizieren und adäquat zu annotieren, ist eine anspruchsvolle und
+                            zeitintensive Aufgabe, die auch ein hohes Maß an (linguistischem) Training für die
+                            Annotator*innen beansprucht. Dies sei anhand des Beispiels (14) kurz
+                            illustriert:</p>
+                        <p><seg type="ex">(14) Wenn Luciane, meine Tochter, die für die Welt geboren ist, sich dort für die
+                            Welt bildet, [...]; wenn sie durch Freiheit des Betragens, Anmut im Tanze,
+                            schickliche Bequemlichkeit des Gesprächs sich vor allen auszeichnet und durch
+                            ein angebornes herrschendes Wesen sich zur Königin des kleinen Kreises macht,
+                            wenn die Vorsteherin dieser Anstalt sie als kleine Gottheit ansieht, die nun
+                            erst unter ihren Händen recht gedeiht, die ihr Ehre machen, Zutrauen erwerben
+                            und einen Zufluß von andern jungen Personen verschaffen wird, wenn [...]: so ist
+                            dagegen, was sie schließlich von Ottilien erwähnt, nur immer Entschuldigung auf
+                            Entschuldigung [...].<note type="footnote">Vgl. <ref type="bibliography" target="#goethe_wahlverwandtschaften_2012">Goethe 2012</ref>, S. 250.</note></seg>
+                        </p>
+                        <p>Die durch <term type="figure">wenn</term> eingeleiteten konditionalen Nebensätze in Beispiel (14) fungieren
+                            augenscheinlich als Restriktoren für den durch <term type="figure">so</term>
+                            eingeleiteten Nebensatz und damit für nur eine Skopus-Einheit. Es ist allerdings
+                            unklar, ob hier quantifizierte Aussagen aneinandergereiht werden oder ob die
+                            einzelnen Restriktoren eine Einheit bilden.</p>
+                        <p>Zweitens ist es in der jetzigen
+                            Untersuchungsphase zu früh, schon im Vorhinein abschließend festzulegen, welche
+                            Formen von Generalisierungen für die narratologischen Fragestellungen im Zuge einer
+                            quantitativen Datenerhebung relevant würden. Vorrangig scheint vielmehr zu sein,
+                            Indikatoren für Generalisierungen an der Satzoberfläche aufzuspüren und einen Umgang
+                            für die Fälle zu finden, in denen mehrere konkurrierende Marker zugleich auftreten.
+                            So kommt es in fiktionalen Texten gehäuft vor, dass syntaktische Strukturen mehrere
+                            Lesarten auslösen:<lb/><seg type="ex">(15) Wer ein
+                                Übel los sein will, der weiß immer, was er will.<note type="footnote">Vgl. <ref type="bibliography" target="#goethe_wahlverwandtschaften_2012">Goethe 2012</ref>, S.
+                                255.</note></seg>
+                            <lb/>Hier liegt einerseits eine
+                            Generalisierung über Personen vor, die ein Übel loswerden wollen und andererseits
+                            über die Situationen, in denen sie das Übel loswerden wollen, nämlich <term type="figure">immer</term>. Welche der beiden Generalisierungen über die
+                            andere regiert, ist ambig und die Auflösung dieser Ambiguität ist für die
+                            automatische Erkennung nicht von zentralem Interesse. Eine linguistisch exakte
+                            Annotation wäre in solchen Fällen zeitaufwändig und fehleranfällig.</p>
+                        <p>Drittens ist, wie bereits erläutert
+                            wurde, nicht nur der Überfluss von Markern an der Satzoberfläche eine
+                            Herausforderung, sondern auch die koverte Markierung von Generalisierungen etwa
+                            durch generische NPn.<lb/><seg type="ex">(16) Die
+                                Landleute haben die rechten Kenntnisse; ihre Mitteilungen aber sind konfus und
+                                nicht ehrlich. Die Studierten aus der Stadt und von den Akademien sind wohl klar
+                                und ordentlich, aber es fehlt ihnen an der unmittelbaren Einsicht in die
+                                Sache.<note type="footnote">Vgl. <ref type="bibliography" target="#goethe_wahlverwandtschaften_2012">Goethe 2012</ref>, S. 244.</note></seg><lb/>In (16) wird eine Aussage über die
+                            Gruppe von Landleuten und die Gruppe von Studierten gemacht. Diesen beiden Gruppen
+                            werden zugleich prototypische Eigenschaften zugeschrieben. Ein overter Quantor
+                            findet sich aber weder beim Subjekt noch beim Prädikat – nichtsdestotrotz ist eine
+                            generalisierende Lesart möglich.</p>
+                        <p>Kurz zusammengefasst muss ein Tagset,
+                            das Generalisierungen in fiktionalen Texten umfassend annotierbar macht und der
+                            Implementierung eines Taggers vorausgeht, folgenden Adäquatheitsbedingungen genügen.
+                            Einerseits muss die linguistische Komplexität der unterschiedlichen Auftretensformen
+                            im Tagset abgebildet werden können. Dabei sollten aber nicht allzu formale
+                            Kategorien angesetzt werden, welche die Komplexität der Annotation in fiktionalen
+                            Texten unverhältnismäßig erhöhten und auch dem Anspruch, sämtliche Generalisierungen
+                            in Texten erkennen zu können, nicht gerecht würden. Andererseits sollte das Tagset
+                            jedoch derart auf linguistische Parameter zurückführbar sein, dass es auch einer
+                            qualitativen Datenbetrachtung standhält.</p>
+                    </div>
+                </div>
+                <div type="chapter">
+                    <head>3. Annotation</head>
+                    
+                    <p>Nachdem im vorherigen Abschnitt die
+                        Hürden der Annotation von Generalisierungen in fiktionalen Erzähltexten beschrieben
+                        wurden, wird nun das Tagset und der Annotationsprozess geschildert. Der Abschnitt
+                        endet mit dem berechneten Inter-Annotator-Agreement und einigen Erläuterungen zur
+                        Erstellung der Goldstandards, auf deren Basis die Tagger implementiert werden.</p>
+                    
+                    <div type="subchapter">
+                        <head>3.1 Tagset und Anwendungsregeln</head>
+                        
+                        <p>Das Tagset erfasst mit dem Tag GI (für <term type="dh">Generalisierende Interpretation</term>), ob eine Passage eine Generalisierung ausdrückt, und mit
+                            diversen Subtags, welche Art der semantischen Quantifikation (universell,
+                            existenziell oder vage) vorliegt
+                            (vgl. <ref type="intern" target="#tab01">Tabelle 1</ref>). Eine
+                            Passage besteht hierbei aus mindestens einem, möglicherweise mehreren
+                            aufeinanderfolgenden Teilsätzen. Weil Teilsätze somit die kleinste annotierbare
+                            Einheit darstellen, sprechen wir im Folgenden von einer Annotation auf
+                            Teilsatzebene. Die Annotation auf Teilsatzebene ermöglicht die Gratwanderung
+                            zwischen einer aus linguistischer Perspektive verwertbaren Annotation und einer
+                            Konzentration auf Oberflächenmerkmale, die für die Implementierung des Taggers
+                            zielführend ist. Auf diese Weise werden quantifizierte Aussagen in ihrem breiten
+                            Spektrum erfasst und gleichzeitig zeitökonomisch annotiert.</p>
+                        <table>
+                            <row>
+                                <cell>Subtag</cell>
+                                <cell>Typ der Quantifikation</cell>
+                                <cell>Natürlichsprachliches
+                                    Beispiel</cell>
+                            </row>
+                            <row>
+                                <cell>ALL</cell>
+                                <cell>universelle
+                                    Quantifikation</cell>
+                                <cell>alle, immer, jede*r</cell>
+                            </row>
+                            <row>
+                                <cell>MEIST</cell>
+                                <cell>Mehrheitsquantifikation</cell>
+                                <cell>meistens, am häufigsten</cell>
+                            </row>
+                            <row>
+                                <cell>EXIST</cell>
+                                <cell>existenzielle
+                                    Quantifikation</cell>
+                                <cell>es gibt <term type="figure">x</term>, es existieren <term type="figure">y</term>
+                                </cell>
+                            </row>
+                            <row>
+                                <cell>DIV</cell>
+                                <cell>vage Quantifikation</cell>
+                                <cell>manchmal, teilweise,
+                                    gewöhnlich, oft, etc.</cell>
+                            </row>
+                            <row>
+                                <cell>BARE</cell>
+                                <cell>keine der zuvor genannten +
+                                    koverte Quantifikation</cell>
+                                <cell>generische NPn (z. B. <term type="figure">Gold</term>, <term type="figure">Löwen</term>)</cell>
+                            </row>
+                            <row>
+                                <cell>NEG</cell>
+                                <cell>eine der oben genannten +
+                                    Negation</cell>
+                                <cell>Es gibt kein Gold, das braun
+                                    ist.</cell>
+                            </row>
+                            <trailer xml:id="tab01">
+                                <ref type="intern" target="#tab1">Tab. 1</ref>: Tagset MONACO. [Gödeke et al. 2022 nach <ref type="bibliography" target="#barth_monaco_2021">Barth et al. 2021</ref>]<ref type="graphic" target="#generalisation_2022_t1"/>
+                            </trailer>
+                        </table>
+                        
+                        <p>Das Tagset ist wie folgt aufgebaut:
+                            Die Subtags ALL, MEIST und EXIST korrespondieren mit Quantoren aus der formalen
+                            Logik, die an der Satzoberfläche mit einer Reihe von Lexemen ausgedrückt werden
+                            können.<note type="footnote"> Siehe
+                                <ref type="bibliography" target="#doenicke_phenomena_2021">Dönicke et al. 2021</ref> für eine ausführlichere formal-semantische Betrachtung
+                                des Tagsets.</note> Beim Subtag ALL
+                            handelt es sich meist um Lexeme wie <term type="figure">immer</term> oder <term type="figure">jede*r</term>
+                            , 
+                            <term type="figure">jedes</term>:<lb/><seg type="ex">(17) Gedenken wir nur des Kalks, [der
+                            zu allen Säuren eine große Neigung, eine entschiedene Vereinigungslust
+                            äußert]<hi rend="sub">GI
+                                ALL</hi>!<note type="footnote"> Vgl. <ref type="bibliography" target="#goethe_wahlverwandtschaften_2012">Goethe 2012</ref>, S. 272.</note></seg><lb/>Beim Subtag MEIST kommen Lexeme wie
+                            <term type="figure">meist</term> oder <term type="figure">meistens</term> vor, die sich auf mehr als die Hälfte der bezeichneten Menge
+                            beziehen:<lb/><seg type="ex">(18) [...]; [aber es sind meistenteils
+                            unbewußte Erinnerungen glücklicher und unglücklicher Folgen, die wir an eigenen oder
+                            fremden Handlungen erlebt haben]<hi rend="sub">GI MEIST</hi>.<note type="footnote"> Vgl. <ref type="bibliography" target="#goethe_wahlverwandtschaften_2012">Goethe 2012</ref>, S.
+                                247.</note></seg><lb/>Das Subtag EXIST umfasst
+                            generalisierende Passagen, die sich auf die Existenz der Individuen einer Klasse
+                            beziehen und durch Prädikate der Existenz wie <term type="figure">geben</term>
+                            und <term type="figure">existieren</term> markiert werden.<note type="footnote"> Das Subtag EXIST ist
+                                ausschließlich explizit existenziellen Aussagen vorbehalten. Wir gehen also
+                                etwa davon aus, dass eine indefinite Nominalphrase wie <term type="figure">Ein Löwe</term> keine existenzielle Quantifikation
+                                auslöst, sondern eine generische NP ist – insofern eine generalisierende
+                                Lesart vorliegt. Entsprechend würde <term type="figure">Ein Einhorn
+                                    existiert</term> mit dem Tag EXIST annotiert werden.</note>
+                            <lb/><seg type="ex">(19) [Aber es gibt dergleichen noch,
+                            es muß dergleichen geben oder doch wieder geben]<hi rend="sub">GI
+                                EXIST</hi>.<note type="footnote">
+                                    Vgl. <ref type="bibliography" target="#fontane_stechlin_2012">Fontane 2012</ref>, S. 166.</note></seg><lb/>Das Subtag DIV fängt alle vagen
+                            Quantoren auf, insbesondere also Quantifikationen, die durch Adverbien wie <term type="figure">manchmal</term>, <term type="figure">häufig</term>, <term type="figure">gelegentlich</term>, <term type="figure">selten</term> ausgelöst werden. Diese
+                            unterscheiden sich von den anderen natürlichsprachlichen Quantoren dadurch, dass
+                            ihre Wahrheitsbedingungen nicht präzise beschreibbar sind.<lb/><seg type="ex">(20) [Unsere vortreffliche Vorsteherin
+                            läßt mich gewöhnlich die Briefe lesen, in welchen sie Beobachtungen über ihre
+                            Zöglinge den Eltern und Vorgesetzten mitteilt]<hi rend="sub">GI DIV</hi>.<note type="footnote"> Vgl. 
+                                <ref type="bibliography" target="#goethe_wahlverwandtschaften_2012">Goethe 2012</ref>, S.
+                                263.</note></seg><lb/><seg type="ex">(21) <quote>Es betrifft
+                                unsern Freund, den Hauptmann,</quote> antwortete Eduard. <quote>Du
+                                    kennst die traurige Lage, [in die er, wie so mancher andere, ohne sein
+                                    Verschulden gesetzt ist]<hi rend="sub">GI DIV</hi>.</quote>
+                            <note type="footnote"> Vgl. <ref type="bibliography" target="#goethe_wahlverwandtschaften_2012">Goethe 2012</ref>, S. 242.</note></seg><lb/>Zusätzlich kann das Tagset
+                            nicht-overte Quantifikation mit dem Subtag BARE erfassen. Dieser kann etwa im Fall
+                            von generischen Subjekten oder generischen Objekten gesetzt werden, also dann, wenn
+                            keine Quantifikation an der Satzoberfläche identifizierbar ist.<lb/><seg type="ex">(22) [Die Landleute haben die rechten
+                            Kenntnisse]<hi rend="sub">GI BARE</hi>; [ihre Mitteilungen aber sind
+                            konfus]<hi rend="sub">GI BARE</hi> [und nicht ehrlich]<hi rend="sub">GI NEG</hi>. [Die Studierten aus der Stadt und von den Akademien sind wohl klar
+                            und ordentlich, aber es fehlt an der unmittelbaren Einsicht in die Sache]<hi rend="sub">GI BARE</hi>.<note type="footnote"> Vgl. 
+                                <ref type="bibliography" target="#goethe_wahlverwandtschaften_2012">Goethe 2012</ref>, S. 244.</note></seg><lb/><seg type="ex">(23) [Die Männer denken mehr auf das
+                            Einzelne, auf das Gegenwärtige]<hi rend="sub">GI BARE</hi>;<note type="footnote"> Vgl. <ref type="bibliography" target="#goethe_wahlverwandtschaften_2012">Goethe 2012</ref>, S.
+                                244.</note></seg><lb/>Das Subtag NEG umfasst sämtliche
+                            generalisierte und negierte Aussagen, unabhängig von der syntaktischen Struktur. Die
+                            syntaktische Struktur kann deshalb interessant sein, weil mit unterschiedlichen
+                            syntaktischen Positionen von Negationen verschiedene Skopen von Negationen
+                            einhergehen. Daher bestimmt die Syntax, was genau in einem Satz negiert wird; der
+                            Quantor oder (Teile vom) Restriktor oder Skopus. Da diese informationsstrukturellen
+                            Unterscheidungen für die automatische Erkennung von generalisierenden Aussagen nicht
+                            relevant sind, wird jede generalisierende Aussage, die eine Negation enthält, mit
+                            dem Subtag NEG annotiert. In diesem Fall überschreibt NEG alle möglichen anderen
+                            Annotationen.<lb/><seg type="ex">(24) [Unanfechtbare Wahrheiten gibt es
+                            überhaupt nicht]<hi rend="sub">GI NEG</hi><note type="footnote"> Vgl. <ref type="bibliography" target="#fontane_stechlin_2012">Fontane 2012</ref>, S. 9.</note></seg><lb/>Zudem gelten bestimmte Regeln zum
+                            Annotationsverfahren, die Mehrfachannotationen und ambige Fälle betreffen. So kann
+                            es vorkommen, dass in derselben Passage auf verschiedene Weisen generalisiert wird.
+                            Im folgenden Beispiel wird sowohl über Zeiträume (<term type="figure">immer</term>) als auch existenziell über Zank und Streit generalisiert. Da hier
+                            konkurrierende Generalisierungsarten vorliegen, müssen zwei Subtags vergeben
+                            werden.<lb/><seg type="ex">(25) [[Es gibt doch bloß immer Zank
+                            und Streit]<hi rend="sub">GI ALL</hi>]<hi rend="sub">GI EXIST</hi><note type="footnote"> Vgl. <ref type="bibliography" target="#fontane_stechlin_2012">Fontane 2012</ref>,
+                                S. 125.</note></seg><lb/>Eine wichtige Ausnahme bildet hier das
+                            Subtag BARE. BARE wird ausschließlich in den Fällen vergeben, in denen keine anderen
+                            Subtags vergeben werden können:<lb/><seg type="ex">(26) [Der Heilige Vater liebt seine
+                            Untertanen gleichmäßig]<hi rend="sub">GI BARE</hi>. (fikt. Bsp.)<lb/>In (27) wird allerdings sowohl über
+                            Päpste (<term type="figure">Der Heilige Vater</term>) als auch über <term type="figure">alle</term> Untertanen generalisiert. Deshalb wird hier nur
+                                ALL gesetzt.</seg><lb/><seg type="ex">(27) [Der Heilige Vater liebt alle
+                            seine Untertanen gleichmäßig]<hi rend="sub">GI ALL</hi><note type="footnote"> Vgl. <ref type="bibliography" target="#ernst_uhr_2012">Ernst 2012</ref>, S.
+                                240.</note></seg><lb/>Finden sich zwei Generalisierungen in
+                            der gleichen Passage, die beide mit demselben Tag annotiert werden würden, wird
+                            nicht doppelt annotiert. Im folgenden Beispiel fallen <term type="figure">Jeder Heilige Vater</term> und <term type="figure">alle seine
+                                Untertanen</term> beide in die Kategorie ALL:<lb/><seg type="ex">(28) [Jeder Heilige Vater liebt alle
+                            seine Untertanen gleichmäßig]<hi rend="sub">GI ALL</hi> (fikt. Bsp.)</seg><lb/>Neben den Subtags stellt das Tagset
+                            die Möglichkeit bereit, eine Passage als ambig zu
+                            markieren. Ist in einem Beispiel wie (9) nicht eindeutig zu bestimmen, ob die
+                            Aussage generalisierend oder spezifisch gemeint ist, kann dieses Subtag gesetzt
+                            werden.</p>
+                        <p>Wie eingangs erwähnt, ermöglicht die
+                            Annotationspraxis auf Teilsatzebene die Einbeziehung aller Quantifikationsformen in
+                            natürlicher Sprache und ermöglicht zugleich ein zügiges Annotationsprozedere. Das
+                            dargestellte Vorgehen unterscheidet sich aber auch in wesentlichen Punkten von
+                            bereits bestehenden Annotationspraktiken in der Forschung zu Generizität und
+                            Quantifikation, die in <ref type="intern" target="#hd4">Abschnitt 2.2</ref> erläutert
+                            worden sind. Der wesentlichste Unterschied besteht darin, dass kein linguistisches
+                            Training für die Annotierenden nötig ist, etwa Restriktor, Skopus und Quantor
+                            auseinanderzuhalten. Zur Illustration der verschiedenen Vorgehensweisen sei hier ein
+                            Beispiel aus Goethes <bibl>
+                                <title type="desc">Die Wahlverwandtschaften</title>
+                            </bibl> anhand
+                            des Annotationsschemas von Friedrich et al. und unserem Konzept vergleichend
+                            analysiert.<note type="footnote">
+                                Vgl. <ref type="bibliography" target="#friedrich_situation_2016">Friedrich et al. 2016</ref>.</note> Das Schema von Friedrich et al.
+                            (2016) bietet sich für einen Vergleich insbesondere deshalb an, weil ebenfalls
+                            primär intuitiv auf Satzebene annotiert wird und dadurch die verschiedenen Formen
+                            von Generizität erfasst werden, nämlich generische NPn und habituelle
+                            Äußerungen.<lb/><seg type="ex">(29) [Das Bewusstsein ist keine
+                            hinlängliche Waffe, ja, manchmal eine gefährliche für den, der sie führt]<hi rend="sub">GENERIC SENTENCE</hi>.<note type="footnote"> Vgl. 
+                                <ref type="bibliography" target="#goethe_wahlverwandtschaften_2012">Goethe 2012</ref>, S. 247.</note></seg><lb/>Der main referent des Satzes, hier die
+                            Subjekt-NP <term type="figure">Das
+                                Bewusstsein</term>
+                            , würde als generische
+                            NP identifiziert werden. Das Verb <term type="figure">sein</term> hat statischen
+                            lexikalischen Aspekt, entsprechend würde der gesamte Satz als Generic Sentence
+                            klassifiziert werden.<note type="footnote"> Vgl. <ref type="bibliography" target="#friedrich_situation_2016">Friedrich et al. 2016</ref>, S. 41.</note> Die
+                            Negation verändert hier nicht den situation entity type des Satzes, weil sie sich
+                            nur auf die Subjekt-NP bezieht.<note type="footnote"> Vgl. <ref type="bibliography" target="#friedrich_situation_2016">Friedrich et al. 2016</ref>, S. 36.</note> Das
+                            Annotationsprozedere ist damit elegant und in diesem Satz niedrigschwellig
+                            anwendbar. Insbesondere in älteren fiktionalen Texten kommt aber die Problematik
+                            hinzu, dass Verben hinsichtlich ihres Aspekts klassifiziert werden müssten, die im
+                            aktuellen Sprachgebrauch nicht mehr vorkommen. Es ist daher mitunter schwierig, den
+                            lexikalischen Aspekt abzuleiten, der einen ausschlaggebenden Hinweis für die
+                            Klassifikation als generisch gibt. Zudem zeigt das Temporaladverb <term type="figure">manchmal</term> im zweiten Teilsatz die Habitualität an.
+                            Diese Information geht durch die Art der Annotation verloren. Generalisierungen
+                            kommen in vielfältigen Formen vor, daher ist es eine Priorität für uns, verschiedene
+                            Lesarten durch die Annotation und später durch den Tagger erfassen zu können.
+                            Vergleichend sei nun gezeigt, welche Tags mit unserem Tagset vergeben werden:<lb/><seg type="ex">(30) [Das Bewusstsein ist keine
+                            hinlängliche Waffe]<hi rend="sub">NEG</hi>, [ja, manchmal eine gefährliche für
+                            den, der sie führt]<hi rend="sub">DIV</hi>.<note type="footnote"> Vgl. <ref type="bibliography" target="#goethe_wahlverwandtschaften_2012">Goethe 2012</ref>, S. 247.</note></seg><lb/>Der erste Teilsatz besteht aus einer
+                            definiten generischen NP und einem diese NP charakterisierenden Prädikat. Würde
+                            keine Negation in diesem Teilsatz stehen, qualifizierte sich dieser Teilsatz als
+                            BARE; da aber eine Negation vorliegt und Negation alle anderen Subtags überschreibt,
+                            wird das Subtag NEG vergeben. Der zweite Teilsatz wird mit dem Subtag Divers (DIV)
+                            versehen, weil das Adverb <term type="figure">manchmal</term> eine habituelle
+                            Generalisierung über eine vage Anzahl an Situationen ausdrückt. </p>
+                    </div>
+                    <div>
+                        <p></p>
+                        <p></p>
+                        <p></p>
+                        <p></p>
+                    </div>
+                    <div type="subchapter">
+                        <head>3.2 Korpus, Workflow und Agreement</head>
+                        
+                        <p>Wie in der Einleitung geschildert,
+                            soll der Generalisierungstagger in allen Texten von 1600 bis 1950 Generalisierungen
+                            automatisch erkennen können. Entsprechend muss das Tagset auf Texten erprobt werden,
+                            die diesen Zeitraum und seine verschiedenen stilistischen und sprachlichen
+                            Eigenheiten repräsentieren. Das Gesamtkorpus besteht aus ausschließlich originär
+                            deutschsprachiger Erzählliteratur, von dem eine Teilmenge an Texten als
+                            Annotationskorpus genutzt wird. Jede*r Autor*in im Annotationskorpus ist durch einen
+                            Text vertreten. Im Korpus enthalten sind Romane, Novellen, Erzählungen und epische
+                            Versdichtungen mit sowohl Ich- (homodiegetischen) als auch Er- (heterodiegetischen)
+                            Erzählinstanzen. Die genaue Auswahl kann <ref type="intern" target="#tab2">Tabelle
+                                2</ref> entnommen werden.</p>
+                        <p>Um der Repräsentationsfunktion für das
+                            Gesamtkorpus gerecht zu werden, werden die Annotationstexte zunächst nicht komplett
+                            annotiert, sondern auf die ersten 200 Sätze beschränkt. Der Nachteil unserer Auswahl
+                            ist zunächst, dass ohne den Rückgriff auf eine automatische Erkennung eine
+                            Betrachtung generalisierender Passagen werkimmanent erst nach fertiger Entwicklung
+                            der Tagger möglich sein wird. Es überwiegen aber die Vorteile – so sind die
+                            Annotationen nicht auf eine kleinere Menge von Texten beschränkt, erfassen dadurch
+                            mehrere Autor*innen und demzufolge eine größere Breite literarischer Epochen und
+                            Genres. Außerdem ist es so möglich, unterschiedliche Entwicklungsstadien der
+                            Sprache, von der Frühen Neuzeit an, zu berücksichtigen.</p>
+                        <p>Wir annotieren Generalisierungen
+                            mittels kollaborativer Annotation im webbasierten Tool <ref target="https://catma.de">CATMA 6</ref>.<note type="footnote"> Vgl. 
+                                <ref type="bibliography" target="#gius_catma_2022">Gius et al.
+                                    2022</ref>.</note> Das Best-Practice-Modell von Gius / Jacke dient als
+                            Orientierung bei der Besprechung und Qualitätsprüfung der erstellten
+                            Annotationen.<note type="footnote">
+                                Vgl. <ref type="bibliography" target="#gius_annotation_2016">Gius / Jacke 2016</ref>.</note> Die bereits annotierten Texte sind unter
+                            dem Titel MONACO<note type="footnote"> Vgl. <ref type="bibliography" target="#barth_monaco_2021">Barth et al. 2021</ref>.</note> in einem
+                            GitLab-Repository publiziert.</p>
+                        <table>
+                            <row>
+                                <cell>Text</cell>
+                                <cell>Jahr</cell>
+                                <cell>Goldstandard</cell>
+                                <cell>Annotator*in </cell>
+                                <cell>Gattung</cell>
+                                <cell>Typ der Erzählinstanz</cell>
+                                <cell>Kappa (Tokenebene)</cell>
+                                <cell>Kappa (Teilsatzebene)</cell>
+                            </row>
+                            <row>
+                                <cell>Andreae: Die chymische
+                                    Hochzeit</cell>
+                                <cell>1616</cell>
+                                <cell>nein</cell>
+                                <cell>{’a _112’, ’a_107’}</cell>
+                                <cell>Roman</cell>
+                                <cell>homodiegetisch</cell>
+                                <cell>0,4883</cell>
+                                <cell>0,5376</cell>
+                            </row>
+                            <row>
+                                <cell>von Zesen: Adriatische
+                                    Rosemund</cell>
+                                <cell>1645</cell>
+                                <cell>nein</cell>
+                                <cell>{‘a_111’, ‘a_110’}</cell>
+                                <cell>Roman</cell>
+                                <cell>heterodiegetisch</cell>
+                                <cell>0,6017</cell>
+                                <cell>0,5988</cell>
+                            </row>
+                            <row>
+                                <cell>Grimmelshausen: Der
+                                    abenteuerliche Simplicissimus</cell>
+                                <cell>1668</cell>
+                                <cell>nein</cell>
+                                <cell>{‘a_111’, ‘a_107’}</cell>
+                                <cell>Roman</cell>
+                                <cell>homodiegetisch</cell>
+                                <cell>0,4652</cell>
+                                <cell>0,6046</cell>
+                            </row>
+                            <row>
+                                <cell>Lohenstein: Großmüthiger
+                                    Feldherr Arminius oder Herrmann</cell>
+                                <cell>1689</cell>
+                                <cell>nein</cell>
+                                <cell>{‘a_108‘, ‘a_109‘}</cell>
+                                <cell>Roman</cell>
+                                <cell>heterodiegetisch</cell>
+                                <cell>0,8062</cell>
+                                <cell>0,7906</cell>
+                            </row>
+                            <row>
+                                <cell>Schnabel: Die Insel
+                                    Felsenburg</cell>
+                                <cell>1731</cell>
+                                <cell>nein</cell>
+                                <cell>{‘a_111’, ‘a_112’}</cell>
+                                <cell>Roman</cell>
+                                <cell>homodiegetisch</cell>
+                                <cell>0,2169</cell>
+                                <cell>0,1946</cell>
+                            </row>
+                            <row>
+                                <cell>Gellert: Das Leben der
+                                    schwedischen Gräfin von G</cell>
+                                <cell>1748</cell>
+                                <cell>ja</cell>
+                                <cell>{‘a_109’, ‘a_108’}</cell>
+                                <cell>Roman</cell>
+                                <cell>homodiegetisch</cell>
+                                <cell>0,8663</cell>
+                                <cell>0,8724</cell>
+                            </row>
+                            <row>
+                                <cell>Wieland: Geschichte des
+                                    Agathon</cell>
+                                <cell>1766, 1767</cell>
+                                <cell>ja</cell>
+                                <cell>{‘a_109’, ‘a_112’, ‘a_108’,
+                                    ‘a_111’, ‘a_110’, ‘a_107’}</cell>
+                                <cell>Roman</cell>
+                                <cell>homodiegetisch</cell>
+                                <cell>0,7763</cell>
+                                <cell>0,7812</cell>
+                            </row>
+                            <row>
+                                <cell>LaRoche: Geschichte des
+                                    Fräuleins von Sternheim</cell>
+                                <cell>1771</cell>
+                                <cell>ja</cell>
+                                <cell>{‘a_109’, ‘a_108’}</cell>
+                                <cell>Roman</cell>
+                                <cell>homodiegetisch</cell>
+                                <cell>0,8435</cell>
+                                <cell>0,8352</cell>
+                            </row>
+                            <row>
+                                <cell>Novalis: Die Lehrlinge zu
+                                    Sais</cell>
+                                <cell>1802</cell>
+                                <cell>ja</cell>
+                                <cell>{’a_112’, ’a_111’}</cell>
+                                <cell>Roman</cell>
+                                <cell>homodiegetisch</cell>
+                                <cell>0,4045</cell>
+                                <cell>0,4108</cell>
+                            </row>
+                            <row>
+                                <cell>Kleist: Michael Kohlhaas</cell>
+                                <cell>1808</cell>
+                                <cell>nein</cell>
+                                <cell>{’a_109’, ’a_110’}</cell>
+                                <cell>Erzählung</cell>
+                                <cell>heterodiegetisch</cell>
+                                <cell>0,6376</cell>
+                                <cell>0,5889</cell>
+                            </row>
+                            <row>
+                                <cell>Goethe: Die
+                                    Wahlverwandtschaften</cell>
+                                <cell>1809</cell>
+                                <cell>ja</cell>
+                                <cell>{‘a_111’, ‘a_108’}</cell>
+                                <cell>Roman</cell>
+                                <cell>heterodiegetisch</cell>
+                                <cell>0,579</cell>
+                                <cell>0,5688</cell>
+                            </row>
+                            <row>
+                                <cell>Goethe: Die
+                                    Wahlverwandtschaften</cell>
+                                <cell>1809</cell>
+                                <cell>ja</cell>
+                                <cell>{‘a_112’, ‘a_107’}</cell>
+                                <cell>Roman</cell>
+                                <cell>heterodiegetisch</cell>
+                                <cell>0,7396</cell>
+                                <cell>0,7948</cell>
+                            </row>
+                            <row>
+                                <cell>Hoffmann: Der Sandmann</cell>
+                                <cell>1816</cell>
+                                <cell>ja</cell>
+                                <cell>{‘a_112’, ‘a_107’}</cell>
+                                <cell>Erzählung</cell>
+                                <cell>homodiegetisch</cell>
+                                <cell>0,82</cell>
+                                <cell>0,8316</cell>
+                            </row>
+                            <row>
+                                <cell>Dahn: Kampf um Rom</cell>
+                                <cell>1876</cell>
+                                <cell>ja</cell>
+                                <cell>{’a_112’, ’a_107’}</cell>
+                                <cell>Roman</cell>
+                                <cell>heterodiegetisch</cell>
+                                <cell>0,4173</cell>
+                                <cell>0,5278</cell>
+                            </row>
+                            <row>
+                                <cell>May: Winnetou II</cell>
+                                <cell>1893</cell>
+                                <cell>nein</cell>
+                                <cell>{’a_107’, ’a r_112’}</cell>
+                                <cell>Roman</cell>
+                                <cell>homodiegetisch</cell>
+                                <cell>0,4099</cell>
+                                <cell>0,3502</cell>
+                            </row>
+                            <row>
+                                <cell>Fontane: Der Stechlin</cell>
+                                <cell>1895</cell>
+                                <cell>ja</cell>
+                                <cell>{‘a_109’, ‘a_112’}</cell>
+                                <cell>Roman</cell>
+                                <cell>heterodiegetisch</cell>
+                                <cell>0,9118</cell>
+                                <cell>0,8784</cell>
+                            </row>
+                            <row>
+                                <cell>Kafka: Der Bau</cell>
+                                <cell>1923–1924</cell>
+                                <cell>ja</cell>
+                                <cell>{‘a_111’, ‘a_110’}</cell>
+                                <cell>Erzählung</cell>
+                                <cell>homodiegetisch</cell>
+                                <cell>0,672</cell>
+                                <cell>0,6816</cell>
+                            </row>
+                            <row>
+                                <cell>Musil: Der Mann ohne
+                                    Eigenschaften</cell>
+                                <cell>1930</cell>
+                                <cell>ja</cell>
+                                <cell>{‘a_111’, ‘a_108’}</cell>
+                                <cell>Roman</cell>
+                                <cell>heterodiegetisch</cell>
+                                <cell>0,5029</cell>
+                                <cell>0,4655</cell>
+                            </row>
+                            <row>
+                                <cell>Makro-Durchschnitt</cell>
+                                <cell/>
+                                <cell/>
+                                <cell/>
+                                <cell/>
+                                <cell/>
+                                <cell>0,6214</cell>
+                                <cell>0,6293</cell>
+                            </row>
+                            <trailer xml:id="tab02">
+                                <ref type="intern" target="#tab2">Tab. 2</ref>: Korpus MONACO [Gödeke et al. 2022 nach <ref type="bibliography" target="#barth_monaco_2021">Barth et al. 2021</ref>]<ref type="graphic" target="#generalisation_2022_t2"/>
+                            </trailer>
+                        </table>
+                        
+                        
+                        <p>Bisher wurden mit dem Tagset 17 Texte
+                            aus dem Annotationskorpus annotiert, die in der Regel jeweils von zwei Annotierenden
+                            zu bearbeiten sind. Für jede Annotierendenkombination berechnen wir Fleiss’
+                            Kappa<note type="footnote"> Vgl.
+                                <ref type="bibliography" target="#fleiss_scale_1971">Fleiss 1971</ref>.</note> basierend auf übereinstimmenden Tokens bzw. auf
+                            übereinstimmenden Teilsätzen. Bei überlappenden Annotationen wird ein Token bzw. ein
+                            Teilsatz nur dann als Übereinstimmung gewertet, wenn beide Annotierende die
+                            überlappenden Tags gesetzt haben.</p>
+                        <p>Im Mittel über alle Texte wird ein
+                            überzeugendes Agreement von 0,62 (Tokenebene) bzw. 0,63 (Teilsatzebene) erreicht.
+                            Die deutlichen Schwankungen (z. B. Schnabel <bibl>
+                                <title type="desc">Die Insel
+                                    Felsenburg</title>
+                            </bibl> mit 0,22 bzw. Fontane <bibl>
+                                <title type="desc">Der
+                                    Stechlin</title>
+                            </bibl> mit 0,91,
+                            vgl. <ref type="intern" target="#tab02">Tabelle 2</ref>) sind
+                            präsumtiv neben den individuellen Fähigkeiten der Annotierenden auch auf die
+                            unterschiedliche Komplexität der literarischen Texte sowie auf die zugrundeliegende
+                            Sprachstufe zurückzuführen.</p>
+                        <p>Bisher wurden für zehn der Texte
+                            Goldstandards auf Basis der Erstannotationen erstellt. Hierbei gehen zwei
+                            Adjudikator*innen (aus der Gruppe der promovierenden Autor*innen dieses Aufsatzes)
+                            erneut die Erstannotationen durch, diskutieren die annotierten Textstellen und
+                            erstellen eine Expert*innenannotation, welche dann als Goldstandard genutzt werden kann.
+                            Neben der Beseitigung von Unachtsamkeitsfehlern in der Erstannotation hat die
+                            Adjudikation auch die Aufgabe, prävalente Lesarten von mehrdeutigen oder vagen
+                            Aussagen festzustellen (oder, in Einzelfällen, Aussagen als linguistisch ambig zu
+                            markieren, falls keine prävalente Lesart festzustellen ist).</p>
+                    </div>
+                </div>
+                <div type="chapter">
+                    <head>4. Automatische Erkennung</head>
+                    
+                    <p>Im folgenden Abschnitt werden die in
+                        den regelbasierten Tagger eingebundenen Merkmale erläutert, auf denen später der
+                        statistische Tagger trainiert wurde.</p>
+                    <div type="subchapter">
+                        <head>4.1 Merkmale</head>
+                        
+                        <p>Das wichtigste Merkmal von
+                            Generalisierungen sind Quantoren und quantifizierende Ausdrücke wie <term type="figure">jede*r</term>
+                            , 
+                            <term type="figure">alle</term>
+                            , 
+                            <term type="figure">immer</term> und dergleichen. Diese bestimmen die Klasse, in
+                            die Teilsätze mit den entsprechenden Quantoren fallen, beispielsweise in die Klasse
+                            ALL:<lb/><seg type="ex">(31) [Jede Sache will gelernt sein]<hi rend="sub">GI ALL</hi><note type="footnote"> Vgl. <ref type="bibliography" target="#fontane_stechlin_2012">Fontane 2012</ref>, S. 119.</note></seg><lb/><seg type="ex">(32) [Ebenso pünktlich liefen darauf
+                            auch jedesmal kurze Antwortschreiben ein]<hi rend="sub">GI ALL</hi>, die dem
+                            lieben Freund und geschätzten Gelehrten dankten.<note type="footnote"> Vgl. <ref type="bibliography" target="#musil_mann_1970">Musil 1970</ref>, Kapitel 3.</note></seg><lb/>Wir organisieren die entsprechenden
+                            Quantoren und quantifizierenden Ausdrücke in einem Wörterbuch mit
+                            Lemma-Subtag-Paaren (z. B. <term type="figure">jede</term> : ALL). Entsprechend
+                            können ganze Teilsätze, in denen sie vorkommen, dem entsprechenden Subtag zugeordnet
+                            werden. Eine Ausnahme davon bilden Phrasen, die mit deiktischen Ausdrücken auf
+                            konkrete Objekte, Personen, Zeiten oder Orte referieren, weil in diesen Fällen keine
+                            Generalisierungen vorliegen können. Um quantifizierte Ausdrücke mit einer
+                            deiktischen Referenz ausschließen zu können, wurde eine Liste mit deiktischen
+                            Markern erstellt.</p>
+                        <p>Wie bereits oben erläutert wurde, sind
+                            wir mit dem Problem der koverten Quantifikation konfrontiert, die mit dem Subtag
+                            BARE gekennzeichnet ist. Einerseits bieten sich NPn im Plural für den Ausdruck von
+                            Generalisierungen an:<lb/><seg type="ex">(33) [Regentropfen vereinigen sich
+                            gern zu Strömen]<hi rend="sub">GI BARE</hi><note type="footnote"> Vgl. <ref type="bibliography" target="#goethe_wahlverwandtschaften_2012">Goethe 2012</ref>, S. 270.</note></seg><lb/>Andererseits können auch definite NPn
+                            Generalisierungen markieren, sowohl im Plural als auch im Singular:<lb/><seg type="ex">(34) [Der Räuber kann sehr leicht mein
+                            Opfer werden, und ein süß schmeckendes]<hi rend="sub">GI BARE</hi><note type="footnote"> Vgl. <ref type="bibliography" target="#kafka_bau_1990">Kafka
+                                1990</ref>.</note></seg><lb/>Und auch der unbestimmte Artikel mit
+                            Nomen im Singular kann generalisierend verwendet werden.<lb/><seg type="ex">(35) [Aber ein Narr steckt sie
+                            [tausend Mark] in den Strumpf]<hi rend="sub">GI BARE</hi>, sagen die
+                            Wirklichkeitsmenschen, [und ein Tüchtiger schafft etwas mit ihnen]<hi rend="sub">GI BARE</hi>;<note type="footnote"> Vgl. 
+                                <ref type="bibliography" target="#musil_mann_1970">Musil 1970</ref>, Kapitel 4.</note></seg><lb/>Insgesamt sind Artikel, sowohl
+                            bestimmte als auch unbestimmte, aber wenig verlässlich. Endgültig kann nur der
+                            Kontext disambiguieren, ob eine definite oder indefinite NP generalisierend oder
+                            spezifisch verwendet wird. Diese Unterscheidung ist in einem regelbasierten System
+                            nicht umsetzbar. Wir haben festgestellt, dass die Suche nach NPn im Plural ohne
+                            Artikel am wenigsten Fehler verursacht.</p>
+                        <p>Verbalphrasen (VPn) können auch
+                            generalisierend sein. In diesem Fall handelt es sich meistens um habituelle
+                            Äußerungen, die durch Adverbien wie <term type="figure">täglich</term>
+                            , 
+                            <term type="figure">oft</term> oder <term type="figure">überall</term>
+                            markiert werden. Außerdem gibt es Verben, die eine generalisierende Bedeutung haben.
+                            Das sind zum einen Verben der Existenz, wie <term type="figure">existieren</term> und <term type="figure">geben</term>:<lb/><seg type="ex">(36) [Aber es gibt leidenschaftliche
+                            Räuber]<hi rend="sub">GI EXIST</hi><note type="footnote"> Vgl. <ref type="bibliography" target="#kafka_bau_1990">Kafka 1990</ref>.</note></seg><lb/>Und zum anderen Verben, die über
+                            Situationen generalisieren, wie <term type="figure">pflegen zu</term>:<lb/><seg type="ex">(37) [Dann pflegen besonders
+                            friedliche Zeiten zu kommen]<hi rend="sub">GI BARE</hi><note type="footnote"> Vgl. <ref type="bibliography" target="#kafka_bau_1990">Kafka 1990</ref>.</note></seg><lb/>Eine weitere für Generalisierungen
+                            relevante Kategorie des Verbs ist <term type="dh">gnomisches
+                                Präsens</term>, also ein Präsens ohne zeitliche Bedeutung. Unter der
+                            (simplifizierenden) Annahme, dass das Präsens in fiktionalen Texten meistens keine
+                            Handlung ausdrückt, kann der Tagger nach einzelnen Teilsätzen in dieser Zeitform
+                            suchen. Eine konkrete Ausnahme ist die direkte Rede, die zwar oft im Präsens steht,
+                            aber nicht ohne Weiteres als Merkmal für gnomisches Präsens gewertet werden kann.
+                            Ebenso verhält es sich mit dem <term type="dh">historischen</term> oder
+                            <term type="dh">szenischen Präsens</term>, also einem Präsens, das aus
+                            stilistischen Gründen für vergangene Geschehnisse verwendet wird, und typischerweise
+                            mehrere Teilsätze im Präsens aufeinander folgen lässt:<lb/><seg type="ex">(38) Von außen ist eigentlich nur ein
+                            großes Loch sichtbar, dieses führt aber in Wirklichkeit nirgends hin, schon nach ein
+                            paar Schritten stößt man auf natürliches festes Gestein.<note type="footnote"> Vgl. 
+                                <ref type="bibliography" target="#kafka_bau_1990">Kafka 1990</ref>.</note></seg><lb/>Darüber hinaus können auch bestimmte
+                            syntaktische Strukturen auf Generalisierungen hindeuten. Komplexe Sätze der Formen
+                            <term type="figure">wenn … dann</term> oder <term type="figure">wer …
+                                der</term> sind in der Regel generalisierend. Solche Strukturen können einfach in
+                            einem regelbasierten Tagger implementiert werden.<lb/><seg type="ex">(39) [Wenn es aber Wirklichkeitssinn
+                            gibt, und niemand wird bezweifeln, dass er seine Daseinsberechtigung hat, dann muss
+                            es auch etwas geben, das man Möglichkeitssinn nennen kann]<hi rend="sub">GI
+                                EXIST</hi><note type="footnote"> Vgl.
+                                    <ref type="bibliography" target="#musil_mann_1970">Musil 1970</ref>, Kapitel 4.</note></seg><lb/><seg type="ex">(40) [Wer unter solchen Umständen was
+                            Besseres sagen will, sagt immer was Schlechteres]<hi rend="sub">GI
+                                ALL</hi><note type="footnote"> Vgl.
+                                    <ref type="bibliography" target="#fontane_stechlin_2012">Fontane 2012</ref>, S. 17.</note></seg><lb/>Im Folgenden wird beschrieben, wie die
+                            beschriebenen Merkmale in den beiden Taggern eingesetzt werden.</p>
+                    </div>
+                    <div type="subchapter">
+                        <head>4.2 Modelle und Algorithmen</head>
+                        <figure>
+                            <graphic xml:id="generalisation_2022_001" url=".../medien/generalisation_2022_001.png">
+                                <desc>
+                                    <ref type="graphic" target="#abb1">Abb. 1</ref>: Textverarbeitungskomponenten für verschiedene
+                                    sprachliche Ebenen: Ein Text durchläuft die einzelnen Komponenten von links nach
+                                    rechts und von oben nach unten. [Gödeke et al. 2022]<ref type="graphic" target="#generalisation_2022_001"/>
+                                </desc>
+                            </graphic>
+                        </figure>
+                        
+                        
+                        <p>Für die Implementierung der
+                            Textverarbeitungskomponenten wurde die Open-Source-Bibliothek <ref target="https://spacy.io/">spaCy</ref>
+                            <note type="footnote">Vgl. <ref type="bibliography" target="#honnibal_transition_2015">Honnibal / Johnson 2015</ref>.</note> benutzt. Dem Generalisierungstagger
+                            (GenTagger) selbst sind eine Reihe von Komponenten vorgeschaltet, um linguistische
+                            Merkmale zu extrahieren (vgl. <ref type="graphic"
+                                target="#generalisation_2022_001">Abbildung 1</ref>). Da
+                            sich im Korpus teilweise Texte mit zeitspezifischer Schreibvariation befinden, ist
+                            die erste Komponente ein auf dem <ref target="https://www.deutschestextarchiv.de">Deutschen Textarchiv</ref>
+                            <note type="footnote"> Vgl. <ref type="bibliography" target="#adw_dta_2022">Deutsches Textarchiv 2022</ref>.</note> trainierter
+                            Normalisierer. Es folgen Lemmatisierer, Wortartentagger, Eigennamenerkenner (NER)
+                            und Satzerkenner, welche bereits im vortrainierten spaCy-Modell für das Deutsche
+                            enthalten sind. Als Nächstes folgen Dependenzparser, Wortformtagger (morphologische
+                            Analyse), Teilsatzerkenner und Verbformtagger (Teilsatzanalyse) aus Dönicke.<note type="footnote"> Vgl.
+                                <ref type="bibliography" target="#doenicke_tense_2020">Dönicke 2020</ref>.</note> Als Letztes kommen ein Direkte-Rede-Tagger, der
+                            Text zwischen öffnenden und schließenden Anführungszeichen erkennt, sowie ein
+                            Koreferenzierer, der erkennt, wenn zwei verschiedene sprachliche Ausdrücke sich auf
+                            dieselbe Entität beziehen; bei diesem handelt es sich um eine Reimplementierung des
+                            Algorithmus aus Krug et al., der so erweitert wurde, dass nicht nur
+                            Figurenentitäten, sondern alle Eigennamen, NPn und Pronomina in die
+                            Koreferenzresolution einbezogen werden.<note type="footnote"> Vgl. <ref type="bibliography" target="#krug_conference_2015">Krug et al. 2015</ref>.</note>
+                            <note type="footnote"> Wir wurden im Review darauf hingewiesen, dass Fehler bei der automatischen Erkennung von Generalisierung 
+                                auch auf Fehler in Vorverarbeitungsschritten zurückzuführen sein können. In welchem Ausmaß Fehler aus den 
+                                einzelnen Pipeline-Komponenten propagiert werden, kann an dieser Stelle nicht quantitativ eingeschätzt werden; 
+                                jedoch wurden der Teilsatzerkenner und der Verbformtagger – zwei Komponenten, die relativ am Ende in der Pipeline 
+                                eingebunden sind –, bereits in <ref type="bibliography" target="#doenicke_tense_2020">Dönicke 2020</ref> in der Literaturdomäne getestet. Dort erreichten sie Performanzen (F-Maß) von 81% für die Erkennung von Teilsätzen sowie 93% für Tempus, 79% für Modus, 94% für Genus Verbi und 80% für Modalität.</note>
+                        </p>
+                        <div type="subchapter">
+                            <head>4.2.1 Regelbasierter GenTagger</head>
+                            
+                            <p>Da zu Beginn der Arbeit weder
+                                Trainings- noch Testdaten vorlagen, wurde zunächst ein regelbasierter GenTagger
+                                entwickelt. Als Entwicklungsdatensatz dienten hierzu die ersten vier Kapitel aus
+                                Goethes <bibl>
+                                    <title type="desc">Die Wahlverwandtschaften</title>
+                                </bibl>. Der Algorithmus wird in <ref type="graphic"
+                                    target="#generalisation_2022_002">Abbildung
+                                    2</ref> skizziert.</p>
+                            <figure>
+                                <graphic xml:id="generalisation_2022_002" url=".../medien/generalisation_2022_002.png">
+                                    <desc>
+                                        <ref type="graphic" target="#abb2">Abb. 2</ref>: Regelbasierter GenTagger. [Gödeke et al. 2022]
+                                        <ref type="graphic" target="#generalisation_2022_002"/>
+                                    </desc>
+                                </graphic>
+                            </figure>
+                            
+                            <p>Zunächst werden Generalisierungen auf
+                                Teilsatzebene gesucht (2–18), indem nach Quantor-Restriktor-Kombinationen gesucht
+                                wird. Dabei werden drei mögliche Fälle unterschieden:</p>
+                            <p>Wenn ein overter Quantor im Teilsatz
+                                vorkommt, ist der Restriktor die nächste übergeordnete NP oder VP (5–7).
+                                Lemma-Subtag-Paare (z. B. <term type="figure">immer</term> : ALL) werden dabei
+                                in einem manuell erstellten Wörterbuch gespeichert, wie in <ref type="intern" target="#hd10">Abschnitt 4.1</ref> beschrieben wurde.</p>
+                            <p>Wenn eine Form von <term type="figure">existieren</term> oder <term type="figure">es
+                                gibt</term> im Teilsatz vorkommt, kommen als Restriktor alle direkt
+                                untergeordneten NPn in Frage. In diesem Fall ist das Subtag EXIST (8–10).</p>
+                            <p>Wenn eine generische NP oder VP im
+                                Teilsatz vorkommt, hat diese keinen overten Quantor und das Subtag ist BARE (11–13).
+                                Indikatoren für generische NPn und VPn werden durch eine Vielzahl von Regeln
+                                beschrieben, die auf die zuvor extrahierten und oben beschriebenen linguistischen
+                                Merkmale zurückgreifen.</p>
+                            <p>Für einen gefundenen Restriktor wird
+                                dann überprüft, ob er oder eine mit ihm koreferente NP einen deiktischen Ausdruck
+                                enthält (14–16). In diesem Fall referiert er mit hoher Wahrscheinlichkeit auf eine
+                                spezifische Entität und kommt somit nicht für eine Generalisierung in Frage.
+                                Andernfalls wird das entsprechende Subtag für den Teilsatz vorgemerkt. Wurde
+                                mindestens ein Subtag für den aktuellen Teilsatz gespeichert, wird eine Passage
+                                instanziiert, die aus genau diesem Teilsatz und den zugehörigen Subtags besteht
+                                (17–18).</p>
+                            <p>Als Nächstes werden bestimmte
+                                Teilsatztypen zu Passagen zusammengeführt. In diesem Schritt werden Relativ- und
+                                Konditionalsätze mit ihren übergeordneten Teilsätzen verbunden und ihre Subtags
+                                vereinigt. In einem letzten Schritt wird erneut über alle Passagen iteriert (20–24).
+                                Kommt ein Negationsmarker vor, werden die Subtags für diese Passage auf NEG
+                                reduziert. Kommen mehr als ein Subtag in der Passage vor, wird BARE ggf. entfernt.
+                                So wird sichergestellt, dass NEG und BARE nicht in Kombination mit anderen Subtags
+                                auftreten.</p>
+                        </div>
+                        <div type="subchapter">
+                            <head>4.2.2 Statistischer GenTagger</head>
+                            
+                            <p>Nach <bibl>
+                                <title type="desc">Die
+                                    Wahlverwandtschaften</title>
+                            </bibl> wurden bisher die ersten 200 Sätze von 9 weiteren
+                                Texten mit Goldstandards annotiert, was es ermöglicht, einen statistischen GenTagger
+                                zu trainieren und zu testen. Als Testdaten verwenden wir Wielands <bibl>
+                                    <title type="desc">Geschichte des Agathon</title>
+                                </bibl>,<note type="footnote"> <ref type="bibliography" target="#wieland_geschichte_2012">Wieland
+                                    2012</ref>.</note> in welchem wir Generalisierungen von allen sechs statt der
+                                üblichen zwei Annotierenden annotieren ließen.</p>
+                            <p>Für den statistischen GenTagger lässt
+                                sich ein Klassifikationsproblem auf Teilsatzebene definieren. Obwohl sich
+                                generalisierende Passagen überlappen können und somit theoretisch mehrere Subtags
+                                pro Teilsatz möglich sind, kommt dieser Fall in der Praxis kaum vor, weshalb wir uns
+                                auf eine einfache 7-Klassen-Klassifikation (eine Klasse pro Subtag plus eine Klasse
+                                für nicht-generalisierende Teilsätze) beschränken. <ref type="intern" target="#tab03">Tabelle 3</ref> zeigt, dass die Verteilung der Klassen zudem extrem
+                                unausgeglichen ist. Einige wenige generalisierende Passagen sind linguistisch (d. h.
+                                syntaktisch, semantisch, pragmatisch etc.) ambig und können daher nicht eindeutig
+                                annotiert werden. Solche Fälle wurden im Goldstandard markiert und sowohl beim
+                                Training als auch beim Testen der GenTagger ausgeschlossen.</p>
+                            <table>
+                                <row>
+                                    <cell rows="2"/>
+                                    <cell rows="2">Texte</cell>
+                                    <cell rows="2">Passagen</cell>
+                                    <cell cols="7">Teilsätze</cell>
+                                </row>
+                                <row>                                   
+                                    <cell>nicht-GI</cell>
+                                    <cell>BARE</cell>
+                                    <cell>NEG</cell>
+                                    <cell>ALL</cell>
+                                    <cell>DIV</cell>
+                                    <cell>EXIST</cell>
+                                    <cell>MEIST</cell>
+                                </row>
+                                <row>
+                                    <cell>Trainingsdaten</cell>
+                                    <cell>8</cell>
+                                    <cell>492</cell>
+                                    <cell>3316</cell>
+                                    <cell>421</cell>
+                                    <cell>197</cell>
+                                    <cell>175</cell>
+                                    <cell>94</cell>
+                                    <cell>23</cell>
+                                    <cell>5</cell>
+                                </row>
+                                <row>
+                                    <cell>Entwicklungsdaten</cell>
+                                    <cell>1</cell>
+                                    <cell>191</cell>
+                                    <cell>1262</cell>
+                                    <cell>206</cell>
+                                    <cell>81</cell>
+                                    <cell>76</cell>
+                                    <cell>25</cell>
+                                    <cell>5</cell>
+                                    <cell>2</cell>
+                                </row>
+                                <row>
+                                    <cell>Testdaten</cell>
+                                    <cell>1</cell>
+                                    <cell>45</cell>
+                                    <cell>794</cell>
+                                    <cell>37</cell>
+                                    <cell>40</cell>
+                                    <cell>27</cell>
+                                    <cell>15</cell>
+                                    <cell>3</cell>
+                                    <cell>3</cell>
+                                </row>
+                                <trailer xml:id="tab03">
+                                    <ref type="intern" target="#tab3">Tab. 3</ref>: Größe der Trainings-, Entwicklungs- und Testdaten.
+                                    [Gödeke et al. 2022]<ref type="graphic" target="#generalisation_2022_t3"/>
+                                </trailer>
+                            </table>
+                            
+                            <p>Da der regelbasierte Algorithmus einem
+                                Entscheidungsbaum ähnelt, wurde für die automatische Klassifikation ebenfalls ein
+                                Entscheidungsbaum<note type="footnote"> Vgl. <ref type="bibliography" target="#breiman_classification_1984">Breiman et al. 1984</ref>.</note> verwendet. Um
+                                einer Überanpassung an die Trainingsdaten entgegenzuwirken, wurde die maximale
+                                Baumtiefe auf 15 und die minimale Anzahl an Daten pro Blattknoten auf 2 gesetzt.
+                                Diese Werte haben sich auf den Entwicklungsdaten als gut erwiesen. Im Training wurde
+                                außerdem allen Klassen das gleiche Gewicht gegeben.</p>
+                            <p>Wir verwenden die gleichen
+                                Basismerkmale wie für den regelbasierten Tagger
+                                (vgl. <ref type="intern" target="#tab04">Tabelle 4</ref>). Somit
+                                besitzt der Entscheidungsbaum die gleichen Grundlagen wie wir um Regeln zu formen.
+                                Ähnliche Merkmale wurden bereits von Reiter / Frank für die Erkennung
+                                generischer NPn extrahiert.<note type="footnote"> Vgl. <ref type="bibliography" target="#reiter_identifying_2010">Reiter / Frank 2010</ref>.</note> Zuerst werden
+                                Merkmale von allen NPn und VPn im Satz extrahiert. Diese werden zusätzlich zu neuen
+                                Merkmalen, z. B. ›(Subtag des Quantors : ALL, Numerus des NP-Kopfs : Plural, Artikel
+                                in NP? : nein)‹, kombiniert, die aus dem Subtag des Quantors und bis zu zwei
+                                weiteren Merkmalen bestehen. Das Maximum von drei Merkmalen hat sich auf den
+                                Entwicklungsdaten als optimal erwiesen. Auf Teilsatzebene werden hauptsächlich
+                                grammatikalische Eigenschaften wie z. B. Tempus extrahiert, um somit Phänomene wie
+                                das gnomische Präsens abzudecken. Da eine Passage aus mehreren Teilsätzen bestehen
+                                kann, wir aber nur Teilsätze klassifizieren, werden alle Merkmale nicht nur vom zu
+                                klassifizierenden Teilsatz extrahiert, sondern auch von seinen beiden
+                                Nachbarteilsätzen. Darüber hinaus werden noch einige Merkmale extrahiert, welche die
+                                Verknüpfung der benachbarten Teilsätze zum gefragten Teilsatz kennzeichnen, z. B. ob
+                                sie im gleichen Satz stehen. Es wurden außerdem eine Reihe von lexikalischen
+                                Merkmalen getestet, z. B. N-Gramme für die Teilsätze oder die Lemmata von Quantor
+                                und Restriktor; allerdings führten alle diese Erweiterungen zu einer niedrigeren
+                                Performanz auf den Entwicklungsdaten.</p>
+                            <table>
+                                <row>
+                                    <cell>Ebene</cell>
+                                    <cell>Merkmale</cell>
+                                </row>
+                                <row>
+                                    <cell>NPn im Teilsatz</cell>
+                                    <cell>Tag des Quantors oder BARE,
+                                        Wortart des Quantors oder BARE, Wortart des NP-Kopfs, Dependenzrelation des
+                                        NP-Kopfs, Numerus des NP-Kopfs, Artikel in NP?, Zahlwort in NP?,
+                                        spezifisch?</cell>
+                                </row>
+                                <row>
+                                    <cell>VPn im Teilsatz</cell>
+                                    <cell>Tag des Quantors oder BARE,
+                                        Wortart des Quantors oder BARE, Wortart des VP-Kopfs, Häufigkeitsadverb in
+                                        VP?, vager Mehrwortausdruck in VP?, spezifisch?</cell>
+                                </row>
+                                <row>
+                                    <cell>Teilsatz</cell>
+                                    <cell>Tempus, Aspekt, Modus, Genus
+                                        verbi, Finitheit, <term type="figure">pflegen zu</term> in Teilsatz?,
+                                        direkte Rede?, Negation in Teilsatz?, Konditionalsatz?, Relativsatz?</cell>
+                                </row>
+                                <row>
+                                    <cell>benachbarte Teilsätze</cell>
+                                    <cell>gleicher Satz?, direkt
+                                        untergeordnet?, direkt übergeordnet?</cell>
+                                </row>
+                                <trailer xml:id="tab04">
+                                    <ref type="intern" target="#tab4">Tab. 4</ref>: Merkmale für den statistischen GenTagger;
+                                    Fragezeichen markieren Boole’sche Merkmale. [Gödeke et al. 2022]<ref type="graphic" target="#generalisation_2022_t4"/>
+                                </trailer>
+                            </table>
+                            
+                            <figure>
+                                <graphic xml:id="generalisation_2022_003" url=".../medien/generalisation_2022_003.png">
+                                    <desc>
+                                        <ref type="graphic" target="#abb3">Abb. 3</ref>: Die wichtigsten Merkmale des
+                                        Entscheidungsbaum-GenTaggers. [Gödeke et al. 2022]<ref type="graphic" target="#generalisation_2022_003"/>
+                                    </desc>
+                                </graphic>
+                            </figure>
+                            
+                            <p>Eine Inspektion des automatisch
+                                erstellten Entscheidungsbaums
+                                (vgl. <ref type="graphic"
+                                    target="#generalisation_2022_003">Abbildung 3</ref><note type="footnote">Die Knoten lesen sich wie folgt: In der ersten Zeile stehen Anzahl und häufigste Klasse der Trainingsdaten (d. h. Teilsätze), die
+                                        den Knoten erreichen (da wir jeder Klasse die gleiche Gewichtung geben, wird
+                                        die Häufigkeit relativ zur Klassengröße berechnet); darunter steht die
+                                        abgefragte Merkmalskombination, wobei der Index angibt, ob sie sich auf den
+                                        zu klassifizierenden Teilsatz (i), seinen Vorgänger (i-1) oder seinen
+                                        Nachfolger (i+1) bezieht. Auslassungspunkte markieren gestutzte Stellen im
+                                        Baum.</note>) zeigt,
+                                dass zunächst Teilsätze mit den Merkmalen für MEIST, EXIST, NEG und ALL abgefragt
+                                werden, bevor nach Merkmalen für DIV, BARE und nicht-GI gesucht wird.</p>
+                            <p>Der zweite statistische GenTagger ist
+                                ein Zufallswald mit 100 Entscheidungsbäumen.<note type="footnote"> Vgl. <ref type="bibliography" target="#breiman_random_2001">Breiman 2001</ref>.</note> Da die statistischen
+                                GenTagger Teilsätze taggen, aber keine Passagen bestimmen, werden im Anschluss
+                                direkt aufeinanderfolgende Teilsätze mit dem gleichen Subtag zu Passagen verbunden.
+                                Dies dient lediglich der Weiterverarbeitung und hat keinen Einfluss auf die
+                                Evaluation, da die GenTagger ebenfalls auf Teilsatzebene evaluiert werden.</p>
+                        </div>
+                    </div>
+                </div>
+                <div type="chapter">
+                    <head>5. Evaluation und Diskussion</head>
+                    
+                    <p>Als Evaluationsmaße verwenden wir
+                        Precision (P), Recall (R) und F-Maß (F), welche für ein einzelnes Subtag y wie folgt
+                        definiert sind:</p>
+                    <figure>
+                        <graphic xml:id="generalisation_2022_004" url=".../medien/generalisation_2022_004.png">
+                            <desc>
+                                <ref type="graphic" target="#abb4">Abb. 4</ref>: Berechnung von Precision (P), Recall (R) und F-Maß (F) für ein einzelnes Subtag y. [Gödeke et al. 2022]<ref type="graphic" target="#generalisation_2022_004"/>
+                            </desc>
+                        </graphic>
+                    </figure>            
+                    <p>Die Precision gibt also an, wie viele
+                        der mit y getaggten Teilsätze auch im Goldstandard mit y annotiert sind. Der Recall
+                        wiederum gibt an, wie viele der im Goldstandard mit y annotierten Teilsätze auch mit
+                        y getaggt wurden. Das F-Maß ist das harmonische Mittel der beiden.</p>
+                    <p>Aus anwendungstechnischer Sicht
+                        besitzt die Precision einen höheren Stellenwert als der Recall: Wenn nicht alle
+                        generalisierenden Passagen in einem Text ausgegeben werden (niedriger Recall), gehen
+                        lediglich interessante Fälle verloren. Wenn hingegen viele nicht-generalisierende
+                        Passagen ausgegeben werden (niedrige Precision), müssen die ausgegebenen Passagen
+                        manuell nachgefiltert werden. Ein hoher Recall ist natürlich ebenfalls
+                        wünschenswert. Bei der Entwicklung der GenTagger wurden daher hohe Werte für
+                        Precision und F-Maß auf den Entwicklungsdaten angestrebt.</p>
+                    <p>Im Falle mehrerer Subtags Y kann der
+                        Mikro-Durchschnitt der einzelnen Maße wie folgt gebildet werden:</p>
+                    <figure>
+                        <graphic xml:id="generalisation_2022_005" url=".../medien/generalisation_2022_005.png">
+                            <desc>
+                                <ref type="graphic" target="#abb5">Abb. 5</ref>: Berechnung des Mikro-Durchschnitts von Precision (P), Recall (R) und F-Maß (F). [Gödeke et al. 2022]<ref type="graphic" target="#generalisation_2022_005"/>
+                            </desc>
+                        </graphic>
+                    </figure>
+                    <p>Die Mikro-Precision gibt also an, wie
+                        viele der getaggten Teilsätze korrekt getaggt wurden, während der Mikro-Recall
+                        angibt, wie viele der im Goldstandard annotierten Teilsätze korrekt getaggt
+                        wurden.</p>
+                    <p>Da die Subtags unterschiedlich häufig
+                        vorkommen, berechnen wir außerdem den Makro-Durchschnitt. Im Gegensatz zum
+                        Mikro-Durchschnitt, welcher jedem Teilsatz die gleiche Gewichtung gibt, gibt der
+                        Makro-Durchschnitt jedem Subtag die gleiche Gewichtung:</p>
+                    <figure>
+                        <graphic xml:id="generalisation_2022_006" url=".../medien/generalisation_2022_006.png">
+                            <desc>
+                                <ref type="graphic" target="#abb6">Abb. 6</ref>: Berechnung des Makro-Durchschnitts von Precision (P), Recall (R) und F-Maß (F). [Gödeke et al. 2022]<ref type="graphic" target="#generalisation_2022_006"/>
+                            </desc>
+                        </graphic>
+                    </figure>
+                    <table>
+                        <row>
+                            <cell rows="2">Methode</cell>
+                            <cell cols="3">Entwicklungsdaten</cell>
+                            <cell cols="3">Testdaten</cell>
+                        </row>
+                        <row>
+                            <cell>Mikro-P</cell>
+                            <cell>Mikro-R</cell>
+                            <cell>Mikro-F</cell>
+                            <cell>Mikro-P</cell>
+                            <cell>Mikro-R</cell>
+                            <cell>Mikro-F</cell>
+                        </row>
+                        <row>
+                            <cell>Regelbasiert</cell>
+                            <cell>0,42</cell>
+                            <cell>0,26</cell>
+                            <cell>0,32</cell>
+                            <cell>0,21</cell>
+                            <cell>0,26</cell>
+                            <cell>0,23</cell>
+                        </row>
+                        <row>
+                            <cell>Entscheidungsbaum</cell>
+                            <cell>0,16</cell>
+                            <cell>0,62</cell>
+                            <cell>0,25</cell>
+                            <cell>0,07</cell>
+                            <cell>0,48</cell>
+                            <cell>0,12</cell>
+                        </row>
+                        <row>
+                            <cell>Zufallswald</cell>
+                            <cell>0,26</cell>
+                            <cell>0,40</cell>
+                            <cell>0,31</cell>
+                            <cell>0,14</cell>
+                            <cell>0,33</cell>
+                            <cell>0,20</cell>
+                        </row>
+                        <trailer xml:id="tab05">
+                            <ref type="intern" target="#tab5">Tab. 5</ref>: Mikro-Durchschnitts-Werte der GenTagger auf
+                            Entwicklungs- und Testdaten. [Gödeke et al. 2022]<ref type="graphic" target="#generalisation_2022_t5"/>
+                        </trailer>
+                    </table>
+                    
+                    <p>Um einen ersten vergleichenden
+                        Überblick über die drei GenTagger zu bekommen, seien zunächst die
+                        Mikro-Durchschnitte in <ref type="intern" target="#tab05">Tabelle 5</ref> betrachtet.
+                        Sowohl auf den Entwicklungsdaten als auch auf den Testdaten erzielt der
+                        regelbasierte GenTagger höhere Werte für Precision und F-Maß als die statistischen
+                        GenTagger. Der Zufallswald-GenTagger zieht zwar fast mit dem regelbasierten
+                        GenTagger gleich, was das F-Maß betrifft, kann dies aber auf einen höheren Recall,
+                        nicht auf eine höhere Precision zurückführen. Wie zu erwarten, erzielt der
+                        Entscheidungsbaum niedrigere Werte für Precision und F-Maß als der Zufallswald,
+                        weshalb Ersterer im Folgenden nicht weiter betrachtet wird.</p>
+                    <table>
+                        <row>
+                            <cell/>
+                            <cell cols="3">Regelbasiert</cell>
+                            <cell cols="3">Zufallswald</cell>
+                        </row>
+                        <row>
+                            <cell/>
+                            <cell>P</cell>
+                            <cell>R</cell>
+                            <cell>F</cell>
+                            <cell>P</cell>
+                            <cell>R</cell>
+                            <cell>F</cell>
+                        </row>
+                        <row>
+                            <cell>ALL</cell>
+                            <cell>0,26</cell>
+                            <cell>0,48</cell>
+                            <cell>0,34</cell>
+                            <cell>0,27</cell>
+                            <cell>0,40</cell>
+                            <cell>0,33</cell>
+                        </row>
+                        <row>
+                            <cell>MEIST</cell>
+                            <cell>0,00</cell>
+                            <cell>0,00</cell>
+                            <cell>0,00</cell>
+                            <cell>0,50</cell>
+                            <cell>0,33</cell>
+                            <cell>0,40</cell>
+                        </row>
+                        <row>
+                            <cell>EXIST</cell>
+                            <cell>0,75</cell>
+                            <cell>1,00</cell>
+                            <cell>0,86</cell>
+                            <cell>1,00</cell>
+                            <cell>1,00</cell>
+                            <cell>1,00</cell>
+                        </row>
+                        <row>
+                            <cell>DIV</cell>
+                            <cell>0,09</cell>
+                            <cell>0,13</cell>
+                            <cell>0,10</cell>
+                            <cell>0,31</cell>
+                            <cell>0,33</cell>
+                            <cell>0,32</cell>
+                        </row>
+                        <row>
+                            <cell>BARE</cell>
+                            <cell>0,18</cell>
+                            <cell>0,32</cell>
+                            <cell>0,23</cell>
+                            <cell>0,08</cell>
+                            <cell>0,46</cell>
+                            <cell>0,14</cell>
+                        </row>
+                        <row>
+                            <cell>NEG</cell>
+                            <cell>0,30</cell>
+                            <cell>0,75</cell>
+                            <cell>0,12</cell>
+                            <cell>0,14</cell>
+                            <cell>0,10</cell>
+                            <cell>0,12</cell>
+                        </row>
+                        <row>
+                            <cell>Makro-</cell>
+                            <cell>0,26</cell>
+                            <cell>0,33</cell>
+                            <cell>0,28</cell>
+                            <cell>0,39</cell>
+                            <cell>0,44</cell>
+                            <cell>0,39</cell>
+                        </row>
+                        <trailer xml:id="tab06">
+                            <ref type="intern" target="#tab6">Tab. 6</ref>: Tag-spezifische Makro-Durchschnittswerte der
+                            GenTagger auf den Testdaten. [Gödeke et al. 2022]<ref type="graphic" target="#generalisation_2022_t6"/>
+                        </trailer>
+                    </table>
+                    
+                    <p>
+                        <ref type="intern" target="#tab06">Tabelle 6</ref> schlüsselt die Evaluation nach den einzelnen Subtags auf,
+                        wodurch individuelle Stärken und Schwächen der beiden GenTagger sichtbar werden. Im
+                        Makro-Durchschnitt erzielt der Zufallswald um ca. 10% höhere Werte für Precision,
+                        Recall und F-Maß als der regelbasierte GenTagger. Für ALL erzielen beide GenTagger
+                        eine Precision von ca. 27% und ein F-Maß von ca. 33%. Für MEIST und EXIST gibt es in
+                        den Testdaten nur jeweils zwei Passagen:<lb/><seg type="ex">(41) Und da es mehr als zu gewiß ist,
+                        [daß der größeste Teil derjenigen, welche die große Welt ausmachen, wie Hippias
+                        denkt, oder doch nach seinen Grundsätzen handelt]<hi rend="sub">GI
+                            MEIST</hi>.<note type="footnote">Vgl. <ref type="bibliography" target="#wieland_geschichte_2012">Wieland 2012</ref>, S. 377.</note></seg>
+                        <lb/><seg type="ex">(42) Niemals hatte ihn ein weibliches
+                        Aug erblickt, ohne die Schuld ihres Geschlechts zu bezahlen, [welches die Natur für
+                        die Schönheit so empfindlich gemacht zu haben scheint, daß diese einzige Eigenschaft
+                        den meisten unter ihnen die Abwesenheit aller übrigen verbirgt]<hi rend="sub">GI MEIST</hi>.<note type="footnote">Vgl. <ref type="bibliography" target="#wieland_geschichte_2012">Wieland 2012</ref>, S. 385.</note></seg><lb/><seg type="ex">(43) [Ohne Zweifel gibt es wichtigere
+                        als derjenige, auf den seine Wahl gefallen ist]<hi rend="sub">GI
+                            EXIST</hi>.<note type="footnote">Vgl. <ref type="bibliography" target="#wieland_geschichte_2012">Wieland 2012</ref>, S. 375.</note></seg><lb/><seg type="ex">(44) Aus diesem Grunde kann er ganz
+                        zuverlässig versichern, [daß Agathon und die meisten übrigen Personen, [welche in
+                        seine Geschichte eingeflochten sind]<hi rend="sub">GI EXIST</hi>]<hi rend="sub">GI MEIST</hi>, wirkliche Personen sind, [dergleichen es von je
+                        her viele gegeben hat, und in dieser Stunde noch gibt]<hi rend="sub">GI
+                            EXIST</hi>.<note type="footnote">Vgl. <ref type="bibliography" target="#wieland_geschichte_2012">Wieland 2012</ref>, S. 375.</note></seg><lb/>Der regelbasierte GenTagger vergibt
+                        das Subtag MEIST nur zweimal, und zwar fälschlicherweise für die beiden Teilsätze ab
+                        <term type="figure">daß</term> in (44): Bei den <term type="figure">meisten übrigen Personen</term> handelt es sich um eine spezifische Gruppe. Somit
+                        sind Precision und F-Maß 0. Der statistische GenTagger vergibt MEIST ebenfalls
+                        zweimal, einmal korrekterweise in (42) und einmal fälschlicherweise für einen
+                        Teilsatz, in dem <term type="figure">am meisten</term> adverbiell, nicht
+                        quantifizierend gebraucht wird. Somit ist die Precision 50%. Keiner der beiden
+                        GenTagger erkennt (41) als MEIST, da die Formulierung <term type="figure">der
+                            größeste Teil</term> für eine Mehrheitsquantifikation nicht im Quantorenwörterbuch
+                        enthalten ist, auf welche beide GenTagger zugreifen. (Diese Liste wird zwar nach wie
+                        vor im Zuge der Annotation erweitert, aber natürlich wurden die Testdaten nicht
+                        dafür herangezogen.) Die EXIST-Fälle erkennt der statistische GenTagger korrekt,
+                        während der regelbasierte GenTagger einen zusätzlichen Teilsatz mit EXIST versieht,
+                        ebenfalls in (44). Dabei handelt es sich um einen Folgefehler beim Verbinden von
+                        Teilsätzen zu Passagen, der wiederum durch einen Fehler beim Parsen des Satzes
+                        verursacht wird. Diese Art von Fehler kommt zwar auch bei den anderen Subtags vor,
+                        sorgt bei nur vier getaggten Teilsätzen aber gleich für einen Precision-Verlust von
+                        25%.</p>
+                    <p>Für DIV erzielt der Zufallswald ca.
+                        20% höhere Werte für Precision und F-Maß als der regelbasierte GenTagger. Wir
+                        vermuten die Ursache dafür darin, dass vage Quantifikation in einer deutlich
+                        größeren Formvielfalt auftritt als All-, Mehrheits- und Existenzquantifikation. Der
+                        regelbasierte GenTagger verwendet dennoch nur eine Liste vager Quantoren und den
+                        Spezifitätstest, wohingegen der Zufallswald-GenTagger viel genauere Regeln erlernen
+                        kann. Für BARE verhält es sich umgekehrt – hier erzielt der Zufallswald ca. 10%
+                        schlechtere Werte für Precison und F-Maß. Da wir uns bei BARE nicht auf overte
+                        Quantoren verlassen konnten, wurde sehr viel Aufwand in die manuellen Regeln
+                        investiert, mit denen die automatisch erlernten Regeln des Zufallswaldes (noch)
+                        nicht mithalten können.<note type="footnote"> Es sei an dieser Stelle angemerkt, dass der
+                            statistische GenTagger durchaus hätte dieselben Regeln erlernen können, da
+                            ihm alle dafür notwendigen Merkmale zur Verfügung standen.</note>
+                    </p>
+                    <p>Obwohl NEG häufig in den
+                        Trainingsdaten vorkommt, erzielen beide GenTagger für dieses Subtag den niedrigsten
+                        Recall (abgesehen von MEIST für den regelbasierten Tagger), d. h. es werden kaum
+                        Teilsätze ausgegeben, die im Goldstandard mit NEG annotiert wurden. Zum Teil kann
+                        man dies darauf zurückführen, dass im Testtext einige ungewöhnlich lange
+                        NEG-Passagen vorkommen (die längste besteht aus 18 Teilsätzen), die GenTagger aber
+                        nur Merkmale von direkt benachbarten Teilsätzen mit einbeziehen. Befindet sich der
+                        Negationsmarker weiter vom aktuellen Teilsatz entfernt, wird dieser auch nicht mehr
+                        für die Klassifikation herangezogen, und es ist unwahrscheinlich, dass das Subtag
+                        NEG vergeben wird. Da BARE und NEG die häufigsten Subtags sind, haben diese Klassen
+                        auch den größten Einfluss auf die Mikro-Durchschnitts-Werte.</p>
+                    
+                    <p>Abschließend zeigt <ref type="graphic"
+                        target="#generalisation_2022_007">Abbildung 7</ref> den Lerngraphen des
+                        Zufallswald-GenTaggers auf den Testdaten für eine wachsende Menge an
+                        Trainingstexten. Eine mögliche Interpretation des Graphen ist, dass das
+                        volle Potenzial des statistischen GenTagger noch nicht erreicht ist und
+                        die Performanz allein durch die Zugabe weiterer Trainingstexte
+                        gesteigert werden kann.</p>
+                    <figure>
+                        <graphic xml:id="generalisation_2022_007" url=".../medien/generalisation_2022_007.png">
+                            <desc>
+                                <ref type="graphic" target="#abb7">Abb. 7</ref>: Performanz des Zufallswald-GenTaggers auf den Testdaten bei
+                                schrittweiser Hinzunahme von Trainingstexten. Autorennamen stehen als
+                                Kürzel für die einzelnen Werke. [Gödeke et al. 2022]<ref type="graphic" target="#generalisation_2022_007"/>
+                            </desc>
+                        </graphic>
+                    </figure>                  
+                </div>
+                <div type="chapter">
+                    <head>6. Fazit und Ausblick</head>
+                    
+                    <p>Das zentrale Ziel dieses Beitrags war
+                        es, einen Tagger für die automatische Erkennung von Generalisierungen in fiktionalen
+                        Erzähltexten vorzustellen. Für die Taggerimplementierung haben wir ein eigenes
+                        Tagset entwickelt, das alle Formen natürlichsprachlicher Quantifikation
+                        (allquantifiziert, vage, existenziell) auf Teilsatzebene annotierbar macht. Auf der
+                        Basis manuell erstellter Goldstandards wurden ein regelbasierter und ein
+                        statistischer Tagger entwickelt, die als zusätzliche Komponenten in die
+                        Textverarbeitungspipeline von spaCy eingebunden werden können.<note type="footnote"> Die Tagger sind verfügbar in <ref target="https://gitlab.gwdg.de/mona/pipy-public">MONAPipe</ref> (Release v2.0); vgl. <ref type="bibliography" target="#barth_monapipe_2022">Barth et al. 2022</ref>.</note>
+                        Der statistische Zufallswald-Tagger erzielt in fast allen Kategorien die besseren
+                        Ergebnisse. Eine Ausnahme bilden Generalisierungen ohne overte Quantifikation, die
+                        der regelbasierte Tagger mit einer höheren Performanz klassifiziert. Da
+                        Generalisierungen ohne overte Quantifikation zahlenmäßig am häufigsten vorkommen,
+                        erreicht der regelbasierte Tagger ein höheres Mikro-F-Maß (24% vs. 20%), wohingegen
+                        der statistische Tagger ein höheres Makro-F-Maß erreicht (39% vs. 28%). Allerdings
+                        ist beim statistischen Tagger eine kontinuierlich steigende Lernkurve zu erkennen,
+                        was nahelegt, dass seine Performanz mit der verarbeiteten Textmenge steigt.</p>
+                    <p>Der Tagger trägt dazu bei,
+                        Generalisierungen in fiktionalen Erzähltexten als komplexes literarisches Phänomen
+                        erkennbar werden zu lassen. Davon profitiert insbesondere die Narratologie, insofern
+                        Generalisierungen Indikatoren für Phänomene wie <term type="dh">Metanarration</term>, einen <term type="dh">overt narrator</term>, <term type="dh">nicht-fiktionale Rede</term> und <term type="dh">explicit truths</term> sein
+                        können. Es werden diachrone Analysen ermöglicht, indem autor*innen-, strömungs- oder
+                        gattungsübergreifend Generalisierungen in Texten bezüglich ihrer Funktion empirisch
+                        untersucht werden können. Zudem wird eine Analyse von Generalisierungen auf
+                        verschiedenen Textebenen möglich, da sie sowohl im Erzähler- als auch im Figurentext
+                        auftreten können (vgl. (16), <ref type="intern" target="#hd5">Abschnitt 2.3</ref>). Der Tagger bereichert jedoch nicht nur die
+                        Literaturwissenschaft, sondern auch die theoretische Linguistik, deren Modelle und
+                        Theorien zur Generizität und Quantifikation durch die Sprachdaten aus literarischen
+                        Erzähltexten vor neue Herausforderungen gestellt werden. Aber auch auf der Textebene
+                        kann die Linguistik Erkenntnisse gewinnen, da generische Aussagen typischerweise mit
+                        dem statischen Aspekt assoziiert werden.<note type="footnote"> Vgl. <ref type="bibliography" target="#carlson_generics_2006">Carlson 2006</ref>.</note> Inwiefern Erzählpausen
+                        im narrativen Text mit statischem lexikalischem Aspekt einhergehen, ist eine
+                        spannende offene Forschungsfrage. Die zentrale kommende Aufgabe wird es sein, mehr
+                        Daten für den statistischen Tagger zu generieren, um die Performanz des Taggers zu
+                        verbessern. Auch soll überprüft werden, inwiefern neuronale Methoden eine noch
+                        höhere Trefferquote erzielen können.</p>
+                </div>
+                <div type="chapter">
+                    <head>Danksagungen</head>
+                    
+                    <p>Die VolkswagenStiftung und die
+                        Deutsche Forschungsgemeinschaft (424264086) haben die Arbeit an diesem Aufsatz
+                        ermöglicht, dafür bedanken wir uns herzlich. Wir danken zudem unseren studentischen
+                        Hilfskräften für ihre Annotationsarbeit: Friederike Altmann, Jan P. Lau, Jonas
+                        Lipski, Evelyn Ovsjannikov, Noreen Scheffel, Ruben M. Van Wijk und Marina L.
+                        Wurzbacher. Ebenfalls danken wir zwei anonymen Gutachter*innen für ihre Kommentare
+                        und Hinweise, von denen der vorliegende Aufsatz profitiert hat.</p>
+                </div>
+            </div>
+            <div type="bibliography">
+                <head>Bibliographische Angaben</head>
+                
+                <listBibl>
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+                        Macharowsky / Isabella Reger / Lukas Weimar: Rule-based Coreference Resolution in
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+                        Semantics of Natural Language. Hg. von Edward L. Keenan. Cambridge, UK 1975, S.
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+                        13 (2009), S. 144–180. [<ref target="http://www.minerva.mic.ul.ie/vol13/Assertions.htm">online</ref>]</bibl>
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+                        Davis / George R. Doddington / Ralph Grishman / Adam Meyers / Ada Brunstein / Lisa
+                        Ferro / Beth Sundheim: ACE-2 Version 1.0. LDC2003T11, Philadelphia 2003. DOI: <ref target="https://doi.org/10.35111/kcqk-v224">10.35111/kcqk-v224</ref>
+                    </bibl>
+                    <bibl xml:id="musil_mann_1970">Robert Musil: Der Mann ohne Eigenschaften. Erstes Buch.
+                        Hg. von Adolf Frisé. In: Projekt Gutenberg. Hamburg. Basierend auf der Druckausgabe
+                        1970. [<ref target="https://www.projekt-gutenberg.org/musil/mannohne">online</ref>]</bibl>
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+                        Modells der erzählerischen Vermittlung. Trier 1989. <ptr type="gbv" cRef="025341634"/></bibl>
+                    <bibl xml:id="petraschka_interpretation_2014">Thomas Petraschka: Interpretation und Rationalität.
+                        Billigkeitsprinzipien in der philologischen Hermeneutik. Berlin 2014 (= Historia
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+                    <bibl xml:id="reiter_identifying_2010">Nils Reiter / Anette Frank: Identifying Generic Noun
+                        Phrases. In: Proceedings of the 48th Annual Meeting of the Association for
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+                        11.–16.07.2010). Red Hook, NY 2010, S. 40–49. 
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+                        Erzähltheorie. 10., überarbeitete Auflage. München 2016. <ptr type="gbv" cRef="857714805"/></bibl>
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+                    </bibl>
+                    <bibl xml:id="vesper_literatur_2014">Achim Vesper: Literatur und Aussagen über Allgemeines. In:
+                        Wahrheit, Wissen und Erkenntnis in der Literatur. Philosophische Beiträge. Hg. von
+                        Christoph Demmerling / Íngrid Vendrell Ferran. Berlin 2014, S. 181–196.
+                        <ptr type="gbv" cRef="750503173"/></bibl>
+                    <bibl xml:id="walker_ace_2006">Christopher Walker / Stephanie Strassel / Julie Medero /
+                        Kazuaki Maeda: ACE 2005 Multilingual Training Corpus LDC2006T06. Philadelphia 2006.
+                        DOI: <ref target="https://doi.org/10.35111/mwxc-vh88">10.35111/mwxc-vh88</ref>
+                    </bibl>
+                    <bibl xml:id="wieland_geschichte_2012">Christoph Martin Wieland: Geschichte des Agathon. In:
+                        TextGrid Repository. Digitale Bibliothek. 2012. Handle: 
+                        <ref target="https://hdl.handle.net/11858/00-1734-0000-0005-A68F-A">11858/00-1734-0000-0005-A68F-A</ref>
+                    </bibl>
+                </listBibl>
+            </div>
+            
+            <div type="abbildungsnachweis">
+                <head>Abbildungs- und Tabellenverzeichnis</head>
+                <desc type="table" xml:id="tab1"><ref target="#tab01" type="intern">Tab. 1</ref>:
+                    Tagset MONACO. [Gödeke et al. 2022 nach <ref type="bibliography" target="#barth_monaco_2021">Barth et al. 2021</ref>]<ref type="graphic" target="#generalisation_2022_t1"/>
+                </desc>
+                <desc type="table" xml:id="tab2"><ref target="#tab02" type="intern">Tab. 2</ref>:
+                    Korpus MONACO. [Gödeke et al. 2022 nach <ref type="bibliography" target="#barth_monaco_2021">Barth et al. 2021</ref>]<ref type="graphic" target="#generalisation_2022_t2"/>
+                </desc>
+                <desc type="graphic" xml:id="abb1">Textverarbeitungskomponenten für verschiedene sprachliche Ebenen: Ein Text
+                    durchläuft die einzelnen Komponenten von links nach rechts und von oben nach
+                    unten. [Gödeke et al. 2022]<ref type="graphic" target="#generalisation_2022_001"/></desc>
+                
+                <desc type="graphic" xml:id="abb2">Regelbasierter GenTagger. [Gödeke et al. 2022]<ref type="graphic" target="#generalisation_2022_002"/></desc>
+                
+                <desc type="table" xml:id="tab3"><ref target="#tab03" type="intern">Tab. 3</ref>:
+                    Größe der Trainings-,
+                    Entwicklungs- und Testdaten. [Gödeke et al. 2022]<ref type="graphic" target="#generalisation_2022_t3"/>
+                </desc>
+                <desc type="table" xml:id="tab4"><ref target="#tab04" type="intern">Tab. 4</ref>:
+                    Merkmale für den statistischen GenTagger; Fragezeichen markieren Boole’sche Merkmale. [Gödeke et
+                    al. 2022]<ref type="graphic" target="#generalisation_2022_t4"/>
+                </desc>
+                <desc type="graphic" xml:id="abb3">Die wichtigsten Merkmale
+                    des Entscheidungsbaum-GenTaggers. [Gödeke et al. 2022]<ref type="graphic" target="#generalisation_2022_003"/></desc>
+                <desc type="graphic" xml:id="abb4">Berechnung von Precision (P), Recall (R) und F-Maß (F) für ein einzelnes Subtag y. [Gödeke et al. 2022]<ref type="graphic" target="#generalisation_2022_004"/></desc>
+                <desc type="graphic" xml:id="abb5">Berechnung des Mikro-Durchschnitts von Precision (P), Recall (R) und F-Maß (F). [Gödeke et al. 2022]<ref type="graphic" target="#generalisation_2022_005"/></desc>
+                <desc type="graphic" xml:id="abb6">Berechnung des Makro-Durchschnitts von Precision (P), Recall (R) und F-Maß (F). [Gödeke et al. 2022]<ref type="graphic" target="#generalisation_2022_006"/></desc>					
+                <desc type="table" xml:id="tab5"><ref target="#tab05" type="intern">Tab. 5</ref>:
+                    Mikro-Durchschnitts-Werte der GenTagger auf Entwicklungs- und Testdaten. [Gödeke et al. 2022]<ref type="graphic" target="#generalisation_2022_t5"/>
+                </desc>
+                <desc type="table" xml:id="tab6"><ref target="#tab06" type="intern">Tab. 6</ref>:
+                    Tag-spezifische Makro-Durchschnittswerte der GenTagger auf den Testdaten. [Gödeke et al.
+                    2022]<ref type="graphic" target="#generalisation_2022_t6"/>
+                </desc>            
+                <desc type="graphic" xml:id="abb7">Performanz des Zufallswald-GenTaggers auf den Testdaten bei schrittweiser
+                    Hinzunahme von Trainingstexten. Autorennamen stehen als Kürzel für die einzelnen
+                    Werke. [Gödeke et al. 2022]<ref type="graphic" target="#generalisation_2022_007"/></desc>
+                
+            </div>
+        </body>
+    </text>
+</TEI>
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HcmV?d00001

-- 
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