Buchbeitrag

Who’s in, who’s out? Predicting the inclusiveness or exclusiveness of personal pronouns in parliamentary debates

This paper presents a compositional annotation scheme to capture the clusivity properties of personal pronouns in context, that is their ability to construct and manage in-groups and out-groups by including/excluding the audience and/or non-speech act participants in reference to groups that also include the speaker. We apply and test our schema on pronoun instances in speeches taken from the German parliament. The speeches cover a time period from 2017-2021 and comprise manual annotations for 3,126 sentences. We achieve high inter-annotator agreement for our new schema, with a Cohen’s κ in the range of 89.7-93.2 and a percentage agreement of > 96%. Our exploratory analysis of in/exclusive pronoun use in the parliamentary setting provides some face validity for our new schema. Finally, we present baseline experiments for automatically predicting clusivity in political debates, with promising results for many referential constellations, yielding an overall 84.9% micro F1 for all pronouns.

Who’s in, who’s out? Predicting the inclusiveness or exclusiveness of personal pronouns in parliamentary debates

Urheber*in: Rehbein, Ines; Ruppenhofer, Josef

Attribution - NonCommercial 4.0 International

0
/
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Language
Englisch

Subject
Personalpronomen
Parlamentsdebatte
Eigengruppe
Fremdgruppe
Deutschland. Deutscher Bundestag
Deutsch
Pronomen
Textlinguistik
Politik
Sprache

Event
Geistige Schöpfung
(who)
Rehbein, Ines
Ruppenhofer, Josef
Event
Veröffentlichung
(who)
Paris : European Language Resources Association (ELRA)
Mannheim : Leibniz-Institut für Deutsche Sprache (IDS)
(when)
2022-07-05

URN
urn:nbn:de:bsz:mh39-111151
Last update
06.03.2025, 9:00 AM CET

Data provider

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Object type

  • Buchbeitrag

Associated

  • Rehbein, Ines
  • Ruppenhofer, Josef
  • Paris : European Language Resources Association (ELRA)
  • Mannheim : Leibniz-Institut für Deutsche Sprache (IDS)

Time of origin

  • 2022-07-05

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