Proceedings of the 3rd Workshop on Natural Language Processing for Political Sciences (PoliticalNLP 2026) Haithem Afli editor Houda Bouamor editor Wajdi Zaghouani editor Sahar Ghannay editor Shehenaz Hossain editor 2026-05 ELRA Language Resources Association (ELRA) Palma, Mallorca (Spain) text conference publication politicalnlp-2026-1 https://aclanthology.org/2026.politicalnlp-1.0/ From News Streams to Narrative Intelligence Briefs: LLM-Assisted Political Discourse Analysis in the Hungarian 2026 Pre-Election Context Ekaterina Loginova author Maksim Ermakov author Stephan Khramov author 2026-05 text Proceedings of the 3rd Workshop on Natural Language Processing for Political Sciences (PoliticalNLP 2026) Haithem Afli editor Houda Bouamor editor Wajdi Zaghouani editor Sahar Ghannay editor Shehenaz Hossain editor ELRA Language Resources Association (ELRA) Palma, Mallorca (Spain) conference publication loginova-etal-2026-news 10.63317/228tnds8d6kd https://aclanthology.org/2026.politicalnlp-1.1/ 2026-05 1 16 Decoding News Narratives: A Critical Analysis of Large Language Models in Framing Detection Valeria Pastorino author Jasivan Alex Sivakumar author Nafise Sadat Moosavi author 2026-05 text Proceedings of the 3rd Workshop on Natural Language Processing for Political Sciences (PoliticalNLP 2026) Haithem Afli editor Houda Bouamor editor Wajdi Zaghouani editor Sahar Ghannay editor Shehenaz Hossain editor ELRA Language Resources Association (ELRA) Palma, Mallorca (Spain) conference publication pastorino-etal-2026-decoding 10.63317/2quz7g7fh7u4 https://aclanthology.org/2026.politicalnlp-1.2/ 2026-05 17 28 From Cairo to Cape Town: How African Twitter Shapes the Global Palestine-Israel Narrative Mahmoud Fawzi author Houda Elmimouni author Walid Magdy author 2026-05 text Proceedings of the 3rd Workshop on Natural Language Processing for Political Sciences (PoliticalNLP 2026) Haithem Afli editor Houda Bouamor editor Wajdi Zaghouani editor Sahar Ghannay editor Shehenaz Hossain editor ELRA Language Resources Association (ELRA) Palma, Mallorca (Spain) conference publication fawzi-etal-2026-cairo 10.63317/3yjem8toy98z https://aclanthology.org/2026.politicalnlp-1.3/ 2026-05 29 34 Multimodal Analysis of State-Funded News Coverage of the Israel–Hamas War on YouTube Shorts Daniel Miehling author Sandra Kübler author 2026-05 text Proceedings of the 3rd Workshop on Natural Language Processing for Political Sciences (PoliticalNLP 2026) Haithem Afli editor Houda Bouamor editor Wajdi Zaghouani editor Sahar Ghannay editor Shehenaz Hossain editor ELRA Language Resources Association (ELRA) Palma, Mallorca (Spain) conference publication miehling-kubler-2026-multimodal 10.63317/5kxkswtz4mez https://aclanthology.org/2026.politicalnlp-1.4/ 2026-05 35 47 Characterization of User Engagement in Electronic News Media: A Case Study for India Abhishek Kumar author Abhik Jana author Debi Prosad Dogra author 2026-05 text Proceedings of the 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(ELRA) Palma, Mallorca (Spain) conference publication smirnova-etal-2026-analysing 10.63317/3dbzaoowt4f2 https://aclanthology.org/2026.politicalnlp-1.8/ 2026-05 70 76 Operationalising the “Right to Be Forgotten” in LLMs: A Lightweight Sequential Unlearning Framework for Privacy-Aligned Deployment in Politically Sensitive Environments Esen Kurt author Haithem Afli author 2026-05 text Proceedings of the 3rd Workshop on Natural Language Processing for Political Sciences (PoliticalNLP 2026) Haithem Afli editor Houda Bouamor editor Wajdi Zaghouani editor Sahar Ghannay editor Shehenaz Hossain editor ELRA Language Resources Association (ELRA) Palma, Mallorca (Spain) conference publication kurt-afli-2026-operationalising 10.63317/5erg5f5fh3k9 https://aclanthology.org/2026.politicalnlp-1.9/ 2026-05 77 86 Exploring Two Decades of Parliamentary Speeches on the Use of Narratives Matti Wiegmann author Jürgen Neyer author Benno Stein author 2026-05 text Proceedings of the 3rd Workshop on Natural 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https://aclanthology.org/2026.politicalnlp-1.11/ 2026-05 94 110 A Vocabulary Analysis of News Articles in Relation to the Political Orientation of Their Source and Their Thematic Laurà \ensuremath\ddotne Cave author Gaël Lejeune author 2026-05 text Proceedings of the 3rd Workshop on Natural Language Processing for Political Sciences (PoliticalNLP 2026) Haithem Afli editor Houda Bouamor editor Wajdi Zaghouani editor Sahar Ghannay editor Shehenaz Hossain editor ELRA Language Resources Association (ELRA) Palma, Mallorca (Spain) conference publication cave-lejeune-2026-vocabulary 10.63317/4ygr7uhixm78 https://aclanthology.org/2026.politicalnlp-1.12/ 2026-05 111 119 Posts Talk Policy, Stories Don’t: Policy-Issue Detection on Instagram with Fine-Tuned Transformers and Prompted LLMs Michael Achmann-Denkler author Mario Haim author Christian Wolff author 2026-05 text Proceedings of the 3rd Workshop on Natural Language Processing for Political Sciences (PoliticalNLP 2026) Haithem Afli editor 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Luke Stephens author Clare Llewellyn author Lauren Rogers author Constantine Kyritsopoulos author Arman Prangere author Feiteng Long author Peyton Snyder author Laura Cram author 2026-05 text Proceedings of the 3rd Workshop on Natural Language Processing for Political Sciences (PoliticalNLP 2026) Haithem Afli editor Houda Bouamor editor Wajdi Zaghouani editor Sahar Ghannay editor Shehenaz Hossain editor ELRA Language Resources Association (ELRA) Palma, Mallorca (Spain) conference publication stephens-etal-2026-large 10.63317/4rwv2gsphhck https://aclanthology.org/2026.politicalnlp-1.28/ 2026-05 261 271 Cultural Adaptation in Large Language Models for Political Discourse Wajdi Zaghouani author 2026-05 text Proceedings of the 3rd Workshop on Natural Language Processing for Political Sciences (PoliticalNLP 2026) Haithem Afli editor Houda Bouamor editor Wajdi Zaghouani editor Sahar Ghannay editor Shehenaz Hossain editor ELRA Language Resources Association (ELRA) Palma, Mallorca (Spain) conference publication zaghouani-2026-cultural 10.63317/2prsxx26bfis https://aclanthology.org/2026.politicalnlp-1.29/ 2026-05 272 283 Automated Analysis of Global AI Safety Initiatives: A Taxonomy-Driven LLM Approach Takayuki Semitsu author Naoto Kiribuchi author Kengo Zenitani author 2026-05 text Proceedings of the 3rd Workshop on Natural Language Processing for Political Sciences (PoliticalNLP 2026) Haithem Afli editor Houda Bouamor editor Wajdi Zaghouani editor Sahar Ghannay editor Shehenaz Hossain editor ELRA Language Resources Association (ELRA) Palma, Mallorca (Spain) conference publication semitsu-etal-2026-automated 10.63317/4yuq3ezxohee https://aclanthology.org/2026.politicalnlp-1.30/ 2026-05 284 301