TY - CPAPER U1 - Konferenzveröffentlichung A1 - Rehbein, Ines A1 - Ruppenhofer, Josef A1 - Brunner, Annelen A1 - Ponzetto, Simone ED - Calzolari, Nicoletta ED - Kan, Min-Yen ED - Hoste, Veronique ED - Lenci, Alessandro ED - Sakti, Sakriani ED - Xue, Nianwen T1 - Out of the mouths of MPs: Speaker attribution in parliamentary debates T2 - The 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING 2024) N2 - This paper presents GePaDeSpkAtt, a new corpus for speaker attribution in German parliamentary debates, with more than 7,700 manually annotated events of speech, thought and writing. Our role inventory includes the sources, addressees, messages and topics of the speech event and also two additional roles, medium and evidence. We report baseline results for the automatic prediction of speech events and their roles, with high scores for both, event triggers and roles. Then we apply our model to predict speech events in 20 years of parliamentary debates and investigate the use of factives in the rhetoric of MPs. KW - speaker attribution KW - factives KW - political text analysis KW - Politische Rede KW - Annotation KW - Parlamentsdebatte KW - Politiker KW - Opposition Y1 - 2024 U6 - https://nbn-resolving.org/urn:nbn:de:bsz:mh39-127145 UN - https://nbn-resolving.org/urn:nbn:de:bsz:mh39-127145 UR - https://aclanthology.org/2024.lrec-main.1098/ SP - 12553 EP - 12563 PB - European Language Resources Association (ELRA) CY - Paris ER -