Overview on Political Multiclass Sentiment Analysis of Tamil X (Twitter) Comments: DravidianLangTech@NAACL 2025

Bharathi Raja Chakravarthi, Saranya Rajiakodi, Thenmozhi Durairaj, Sathiyaraj Thangasamy, Ratnasingam Sakuntharaj, Prasanna Kumar Kumaresan, Kishore Kumar Ponnusamy, Arunaggiri Pandian Karunanidhi, Rohan R


Abstract
Political multiclass detection is the task of identifying the predefined seven political classes. In this paper, we report an overview of the findings on the “Political Multiclass Sentiment Analysis of Tamil X(Twitter) Comments” shared task conducted at the workshop on DravidianLangTech@NAACL 2025. The participants were provided with annotated Twitter comments, which are split into training, development, and unlabelled test datasets. A total of 139 participants registered for this shared task, and 25 teams finally submitted their results. The performance of the submitted systems was evaluated and ranked in terms of the macro-F1 score.
Anthology ID:
2025.dravidianlangtech-1.126
Volume:
Proceedings of the Fifth Workshop on Speech, Vision, and Language Technologies for Dravidian Languages
Month:
May
Year:
2025
Address:
Acoma, The Albuquerque Convention Center, Albuquerque, New Mexico
Editors:
Bharathi Raja Chakravarthi, Ruba Priyadharshini, Anand Kumar Madasamy, Sajeetha Thavareesan, Elizabeth Sherly, Saranya Rajiakodi, Balasubramanian Palani, Malliga Subramanian, Subalalitha Cn, Dhivya Chinnappa
Venues:
DravidianLangTech | WS
SIG:
Publisher:
Association for Computational Linguistics
Note:
Pages:
746–753
Language:
URL:
https://preview.aclanthology.org/landing_page/2025.dravidianlangtech-1.126/
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Cite (ACL):
Bharathi Raja Chakravarthi, Saranya Rajiakodi, Thenmozhi Durairaj, Sathiyaraj Thangasamy, Ratnasingam Sakuntharaj, Prasanna Kumar Kumaresan, Kishore Kumar Ponnusamy, Arunaggiri Pandian Karunanidhi, and Rohan R. 2025. Overview on Political Multiclass Sentiment Analysis of Tamil X (Twitter) Comments: DravidianLangTech@NAACL 2025. In Proceedings of the Fifth Workshop on Speech, Vision, and Language Technologies for Dravidian Languages, pages 746–753, Acoma, The Albuquerque Convention Center, Albuquerque, New Mexico. Association for Computational Linguistics.
Cite (Informal):
Overview on Political Multiclass Sentiment Analysis of Tamil X (Twitter) Comments: DravidianLangTech@NAACL 2025 (Chakravarthi et al., DravidianLangTech 2025)
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https://preview.aclanthology.org/landing_page/2025.dravidianlangtech-1.126.pdf