Out of the mouths of MPs: Speaker attribution in parliamentary debates


Rehbein, Ines ; Ruppenhofer, Josef ; Brunner, Annelen ; Ponzetto, Simone Paolo


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URL: https://aclanthology.org/2024.lrec-main.1098/
URN: urn:nbn:de:bsz:180-madoc-676935
Document Type: Conference or workshop publication
Year of publication: 2024
Book title: The 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING 2024) : main conference proceedings, 20-25 May, 2024, Torino, Italia
Page range: 12553-12563
Conference title: LREC @ Coling 2024
Location of the conference venue: Torino, Italy
Date of the conference: 20.-25.05.2024
Publisher: Calzolari, Nicoletta ; Kan, Min-Yen ; Hoste, Veronique ; Lenci, Alessandro ; Sakti, Sakriani ; Xue, Nianwen
Place of publication: Torino, Italia
Publishing house: ELRA and ICCL
Related URLs:
Publication language: English
Institution: School of Business Informatics and Mathematics > Sonstige - Fakultät für Wirtschaftsinformatik und Wirtschaftsmathematik
School of Business Informatics and Mathematics > Information Systems III: Enterprise Data Analysis (Ponzetto 2016-)
Pre-existing license: Creative Commons Attribution, Non-Commercial 4.0 International (CC BY-NC 4.0)
Subject: 004 Computer science, internet
Keywords (English): speaker attribution , factives , political text analysis
Abstract: This paper presents GePaDe_SpkAtt , 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.




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