TY  - CHAP
U1  - Buchbeitrag
A1  - Rehbein, Ines
A1  - Ruppenhofer, Josef
ED  - Calzolari, Nicoletta
ED  - Béchet, Frédéric
ED  - Blache, Philippe
ED  - Choukri, Khalid
ED  - Cieri, Christopher
ED  - Declerck, Thierry
ED  - Goggi, Sara
ED  - Isahara, Hitoshi
ED  - Maegaard, Bente
ED  - Mariani, Joseph
ED  - Mazo, Hélène
ED  - Odijk, Jan
ED  - Piperidis, Stelios
T1  - Who’s in, who’s out? Predicting the inclusiveness or exclusiveness of personal pronouns in parliamentary debates
T2  - Proceedings of the 13th International Conference on Language Resources and Evaluation (LREC 2022). Marseille, France, 20-25 June 2022
N2  - 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.
KW  - clusivity
KW  - pronouns
KW  - political text analysis
KW  - Personalpronomen
KW  - Parlamentsdebatte
KW  - Eigengruppe
KW  - Fremdgruppe
KW  - Deutschland. Deutscher Bundestag
KW  - Deutsch
KW  - Pronomen
KW  - Textlinguistik
KW  - Politik
Y1  - 2022
U6  - https://nbn-resolving.org/urn:nbn:de:bsz:mh39-111151
UN  - https://nbn-resolving.org/urn:nbn:de:bsz:mh39-111151
UR  - http://www.lrec-conf.org/proceedings/lrec2022/pdf/2022.lrec-1.629.pdf
SN  - 979-10-95546-72-6
SB  - 979-10-95546-72-6
SP  - 5849
EP  - 5858
PB  - European Language Resources Association (ELRA)
CY  - Paris
ER  -