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

Workshop on Natural Language Processing for Political Sciences 2026 is the 2026 edition of the Workshop on Natural Language Processing for Political Sciences, held in Palma, Mallorca (Spain), May 2026 (publisher: European Language Resources Association (ELRA)). The ACL Anthology lists 30 papers of it; our library holds 11 with our summaries. Below: the most cited papers, every accepted paper, and ours with their topics, authors and institutions.

📍 Palma, Mallorca (Spain) · 🗓 May 2026

All accepted papers (30)

The most cited first; 11 with our summary link to their page here, the others to the original.

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 Discourse ↗Wajdi Zaghouani
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 Narratives ↗Matti Wiegmann, Jürgen Neyer, Benno Stein
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

See all 30 papers in Workshop on Natural Language Processing for Political Sciences 2026 — accepted papers →

📄 Papers with our summary in our library (11)

The most cited first (OpenAlex citations plus our library's).

1. Decoding News Narratives: A Critical Analysis of Large Language Models in Framing DetectionWorkshop on Natural Language Processing for Political SciencesValeria Pastorino, Jasivan Alex Sivakumar, Nafise Sadat Moosavi2026 · 3 citations
2. Supercharging Agenda Setting Research: The ParlaCAP Dataset of 28 European Parliaments and a Scalable Multilingual LLM-Based ClassificationWorkshop on Natural Language Processing for Political SciencesTaja Kuzman Pungeršek, Peter Rupnik, Daniela Širinić, et al.2026 · 1 citation
3. Automated Analysis of Global AI Safety Initiatives: A Taxonomy-Driven LLM ApproachWorkshop on Natural Language Processing for Political SciencesTakayuki Semitsu, Naoto Kiribuchi, Kengo Zenitani2026 · 1 citation
4. Do LLMs Transfer Political Framing across Languages? A Cross-Lingual Analysis of LLM-Generated DiscourseWorkshop on Natural Language Processing for Political SciencesNooredeen Awwad, Ebtihal Ismail Enfes, Kolawole John Adebayo2026
5. Identifying Political Bias in Arabic News ArticlesWorkshop on Natural Language Processing for Political SciencesSaoussen Ben Chaabane, Omar Trigui, Maher Jaoua2026
6. From News Streams to Narrative Intelligence Briefs: LLM-Assisted Political Discourse Analysis in the Hungarian 2026 Pre-Election ContextWorkshop on Natural Language Processing for Political SciencesEkaterina Loginova, Maksim Ermakov, Stephan Khramov2026
7. Multimodal Analysis of State-Funded News Coverage of the Israel–Hamas War on YouTube ShortsWorkshop on Natural Language Processing for Political SciencesDaniel Miehling, Sandra Kübler2026
8. Giving Voice to the Constitution: Low-Resource Text-to-Speech for Quechua and Spanish Using a Bilingual Legal CorpusWorkshop on Natural Language Processing for Political SciencesJohn E. Ortega, Rodolfo Joel Zevallos, Fabrício Carraro2026
9. Analysing Calls to Order in German Parliamentary DebatesWorkshop on Natural Language Processing for Political SciencesNina Smirnova, Daniel Dan, Philipp Mayr2026
10. Can Large Language Models Facilitate Qualitative Political Narrative Analysis?Workshop on Natural Language Processing for Political SciencesLuke Stephens, Clare Llewellyn, Lauren Rogers, et al.2026
11. Large Language Models Unpack Complex Political Opinions through Target-Stance ExtractionWorkshop on Natural Language Processing for Political SciencesOzgur Togay, Javier Garcia-Bernardo, Florian Kunneman, et al.2026

🧭 Top topics

Topics of its works in our library, with the number of works on each.

🧠Language models & pretraining (5)🌍Multilingual & cross-lingual NLP (2)Semitic languages (2)🛡️Bias, fairness & safety (2)🧵Discourse analysis (1)🎙️Speech & spoken language (1)🌱Low-resource languages (1)⚖️Legal AI (1)🖼️Vision & language (1)

📚 Fields

🖥️Computer Science (11)🎭Arts and Humanities (10)🤝Social Sciences (10)💭Psychology (1)

🧑‍🔬 Top authors

Authors with a page who published here most often: their works here, and the citations of those works.

🏛️ Top institutions

Institutions on the bylines of its works here, by the number of works.

🎓Northeastern UniversityBoston · United States1 work here🎓University of SfaxSfax · Tunisia1 work here🎓National University of Ireland, MaynoothMaynooth · Ireland1 work here🎓Universitat Pompeu FabraBarcelona · Spain1 work here🎓Utrecht UniversityUtrecht · Netherlands1 work here🎓University of KentCanterbury · United Kingdom1 work here🔬Barcelona Supercomputing CenterBarcelona · Spain1 work here🔬GESIS - Leibniz Institute for the Social SciencesMannheim · Germany1 work here🎓Faculty of Economics and Management of SfaxSfax · Tunisia1 work here🎓Indiana UniversityBloomington · United States1 work here🎓University of SousseSousse · Tunisia1 work here🎓University of SheffieldSheffield · United Kingdom1 work here

Place and dates from the event's site or the ACL Anthology; works and citations from OpenAlex and our library.

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