📰 Workshop on Natural Language Processing for Political Sciences 2026: all accepted papers

30 papers · the most cited first · ← Workshop on Natural Language Processing for Political Sciences 2026

1. A Vocabulary Analysis of News Articles in Relation to the Political Orientation of Their Source and Their Thematic ↗Laurà \ensuremath\ddotne Cave, Gaël Lejeune
2. An Examination of the Party Leanings of Large Language Models ↗Lars Bungum, Charles Huang, Jari Bakken
3. Analysing Calls to Order in German Parliamentary DebatesNina Smirnova, Daniel Dan, Philipp Mayrour summary
4. Analyzing Political Stances on Twitter/X in the Lead-up to the 2024 U.S. Election ↗Hazem Ibrahim, Farhan Kamrul Khan, Yasir Zaki et al.
5. Attitude Identification through Parameter-Efficient Fine-Tuning ↗Mariia Anisimova, Gabriella Lapesa, Sarka Zikanova
6. Automated Analysis of Global AI Safety Initiatives: A Taxonomy-Driven LLM ApproachTakayuki Semitsu, Naoto Kiribuchi, Kengo Zenitaniour summary
7. Beyond Sentiment: Comparing Traditional NLP and LLM-Based Multi-Dimensional Analysis for Political News Evaluation ↗Maryam Fooladi, Federico Bottino
8. Can Large Language Models Facilitate Qualitative Political Narrative Analysis?Luke Stephens, Clare Llewellyn, Lauren Rogers et al.our summary
9. Characterization of User Engagement in Electronic News Media: A Case Study for India ↗Abhishek Kumar, Abhik Jana, Debi Prosad Dogra
10. Cultural Adaptation in Large Language Models for Political DiscourseWajdi Zaghouaniour summary
11. Decoding News Narratives: A Critical Analysis of Large Language Models in Framing DetectionValeria Pastorino, Jasivan Alex Sivakumar, Nafise Sadat Moosaviour summary
12. Do LLMs Transfer Political Framing across Languages? A Cross-Lingual Analysis of LLM-Generated DiscourseNooredeen Awwad, Ebtihal Ismail Enfes, Kolawole John Adebayoour summary
13. Evaluating the Abilities of LLMs and SpeechLMs in Discovering Implicit Contents of Italian Political Speeches ↗Lorenzo Gregori, Walter Paci, Alessandro Panunzi
14. Exploring Two Decades of Parliamentary Speeches on the Use of NarrativesMatti Wiegmann, Jürgen Neyer, Benno Steinour summary
15. From Cairo to Cape Town: How African Twitter Shapes the Global Palestine-Israel Narrative ↗Mahmoud Fawzi, Houda Elmimouni, Walid Magdy
16. From News Streams to Narrative Intelligence Briefs: LLM-Assisted Political Discourse Analysis in the Hungarian 2026 Pre-Election ContextEkaterina Loginova, Maksim Ermakov, Stephan Khramovour summary
17. Giving Voice to the Constitution: Low-Resource Text-to-Speech for Quechua and Spanish Using a Bilingual Legal CorpusJohn E. Ortega, Rodolfo Joel Zevallos, Fabrício Carraroour summary
18. Hate Speech and Hate Crime: A Cross-Disciplinary Analysis of Xenophobia in Greece ↗Maria Gavriilidou, Vasiliki Georgiadou, Lamprini Rori et al.
19. How Far Did They Go? The Persuasive Tactics of Covert LLM Agents in a Discontinued Field Experiment ↗Kokil Jaidka, Saifuddin Ahmed
20. Identifying Political Bias in Arabic News ArticlesSaoussen Ben Chaabane, Omar Trigui, Maher Jaouaour summary
21. Large Language Models Unpack Complex Political Opinions through Target-Stance ExtractionOzgur Togay, Javier Garcia-Bernardo, Florian Kunneman et al.our summary
22. Mobilize, Inform, Interact: Classifying Political Calls-to-Action Types on Instagram ↗Michael Achmann-Denkler, Clara Helmig, Jakob Fehle et al.
23. Multimodal Analysis of State-Funded News Coverage of the Israel–Hamas War on YouTube ShortsDaniel Miehling, Sandra Küblerour summary
24. Navigating Global AI Regulation: A Multi-Jurisdictional Retrieval-Augmented Generation System ↗Courtney Ford, Ojas Rane, Susan Leavy
25. Operationalising the “Right to Be Forgotten” in LLMs: A Lightweight Sequential Unlearning Framework for Privacy-Aligned Deployment in Politically Sensitive Environments ↗Esen Kurt, Haithem Afli
26. PReSS: An Automated Black-Box Framework for Evaluating Political Stance Stability in LLMs ↗Shariar Kabir, Yue Dong, Kevin Esterling
27. Posts Talk Policy, Stories Don't: Policy-Issue Detection on Instagram with Fine-Tuned Transformers and Prompted LLMs ↗Michael Achmann-Denkler, Mario Haim, Christian Wolff
28. Reproducibility under Threat: Proposing a Framework for Reliable LLM-Research in Psychology and Computational Social Science ↗Kevin Dirk Kiy, Alexander Porshnev, Dounia Lakhzoum et al.
29. Supercharging Agenda Setting Research: The ParlaCAP Dataset of 28 European Parliaments and a Scalable Multilingual LLM-Based ClassificationTaja Kuzman Pungeršek, Peter Rupnik, Daniela Širinić et al.our summary
30. When Neutral Turns Negative: Cross-Domain Failure Modes in Hinglish Political Sentiment Analysis ↗Rahul Chennuru, Kolawole John Adebayo

↑ back to top

This page in Markdown → https://md.research.elamur.ai/free/en/venues/politicalnlp/2026/papers/