---
title: "Workshop on Natural Language Processing for Political"
description: "Workshop on Natural Language Processing for Political Sciences 2026 — accepted papers: 11 papers in the Elamur Research library (Palma…"
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# 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

[**30** papers in the proceedings](#all) · [**11** works in our library](https://md.research.elamur.ai/free/en/venues/politicalnlp/2026/#works) · [**5** citations of these works](https://md.research.elamur.ai/free/en/venues/politicalnlp/2026/#works)

## 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 ↗](https://aclanthology.org/2026.politicalnlp-1.12/)**Laurà \ensuremath\ddotne Cave, Gaël Lejeune
2. **[An Examination of the Party Leanings of Large Language Models ↗](https://aclanthology.org/2026.politicalnlp-1.21/)**Lars Bungum, Charles Huang, Jari Bakken
3. **[Analysing Calls to Order in German Parliamentary Debates](https://md.research.elamur.ai/free/en/papers/smirnova-2026-analysing-calls-order-german-parliamentary/)**Nina Smirnova, Daniel Dan, Philipp Mayr*our summary*
4. **[Analyzing Political Stances on Twitter/X in the Lead-up to the 2024 U.S. Election ↗](https://aclanthology.org/2026.politicalnlp-1.6/)**Hazem Ibrahim, Farhan Kamrul Khan, Yasir Zaki et al.
5. **[Attitude Identification through Parameter-Efficient Fine-Tuning ↗](https://aclanthology.org/2026.politicalnlp-1.22/)**Mariia Anisimova, Gabriella Lapesa, Sarka Zikanova
6. **[Automated Analysis of Global AI Safety Initiatives: A Taxonomy-Driven LLM Approach](https://md.research.elamur.ai/free/en/papers/semitsu-2026-automated-analysis-global-ai-safety/)**Takayuki Semitsu, Naoto Kiribuchi, Kengo Zenitani*our summary*
7. **[Beyond Sentiment: Comparing Traditional NLP and LLM-Based Multi-Dimensional Analysis for Political News Evaluation ↗](https://aclanthology.org/2026.politicalnlp-1.17/)**Maryam Fooladi, Federico Bottino
8. **[Can Large Language Models Facilitate Qualitative Political Narrative Analysis?](https://md.research.elamur.ai/free/en/papers/stephens-2026-can-large-language-models-facilitate/)**Luke Stephens, Clare Llewellyn, Lauren Rogers et al.*our summary*
9. **[Characterization of User Engagement in Electronic News Media: A Case Study for India ↗](https://aclanthology.org/2026.politicalnlp-1.5/)**Abhishek Kumar, Abhik Jana, Debi Prosad Dogra
10. **[Cultural Adaptation in Large Language Models for Political Discourse ↗](https://aclanthology.org/2026.politicalnlp-1.29/)**Wajdi Zaghouani
11. **[Decoding News Narratives: A Critical Analysis of Large Language Models in Framing Detection](https://md.research.elamur.ai/free/en/papers/pastorino-2026-decoding-news-narratives-critical-analysis/)**Valeria Pastorino, Jasivan Alex Sivakumar, Nafise Sadat Moosavi*our summary*
12. **[Do LLMs Transfer Political Framing across Languages? A Cross-Lingual Analysis of LLM-Generated Discourse](https://md.research.elamur.ai/free/en/papers/awwad-2026-do-llms-transfer-political-framing/)**Nooredeen Awwad, Ebtihal Ismail Enfes, Kolawole John Adebayo*our summary*
13. **[Evaluating the Abilities of LLMs and SpeechLMs in Discovering Implicit Contents of Italian Political Speeches ↗](https://aclanthology.org/2026.politicalnlp-1.18/)**Lorenzo Gregori, Walter Paci, Alessandro Panunzi
14. **[Exploring Two Decades of Parliamentary Speeches on the Use of Narratives ↗](https://aclanthology.org/2026.politicalnlp-1.10/)**Matti Wiegmann, Jürgen Neyer, Benno Stein
15. **[From Cairo to Cape Town: How African Twitter Shapes the Global Palestine-Israel Narrative ↗](https://aclanthology.org/2026.politicalnlp-1.3/)**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 Context](https://md.research.elamur.ai/free/en/papers/loginova-2026-news-streams-narrative-intelligence-briefs/)**Ekaterina Loginova, Maksim Ermakov, Stephan Khramov*our summary*
17. **[Giving Voice to the Constitution: Low-Resource Text-to-Speech for Quechua and Spanish Using a Bilingual Legal Corpus](https://md.research.elamur.ai/free/en/papers/ortega-2026-giving-voice-constitution-low-resource/)**John E. Ortega, Rodolfo Joel Zevallos, Fabrício Carraro*our summary*
18. **[Hate Speech and Hate Crime: A Cross-Disciplinary Analysis of Xenophobia in Greece ↗](https://aclanthology.org/2026.politicalnlp-1.15/)**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 ↗](https://aclanthology.org/2026.politicalnlp-1.20/)**Kokil Jaidka, Saifuddin Ahmed
20. **[Identifying Political Bias in Arabic News Articles](https://md.research.elamur.ai/free/en/papers/chaabane-2026-identifying-political-bias-arabic-news/)**Saoussen Ben Chaabane, Omar Trigui, Maher Jaoua*our summary*
21. **[Large Language Models Unpack Complex Political Opinions through Target-Stance Extraction](https://md.research.elamur.ai/free/en/papers/togay-2026-large-language-models-unpack-complex/)**Ozgur Togay, Javier Garcia-Bernardo, Florian Kunneman et al.*our summary*
22. **[Mobilize, Inform, Interact: Classifying Political Calls-to-Action Types on Instagram ↗](https://aclanthology.org/2026.politicalnlp-1.14/)**Michael Achmann-Denkler, Clara Helmig, Jakob Fehle et al.
23. **[Multimodal Analysis of State-Funded News Coverage of the Israel–Hamas War on YouTube Shorts](https://md.research.elamur.ai/free/en/papers/miehling-2026-multimodal-analysis-state-funded-news/)**Daniel Miehling, Sandra Kübler*our summary*
24. **[Navigating Global AI Regulation: A Multi-Jurisdictional Retrieval-Augmented Generation System ↗](https://aclanthology.org/2026.politicalnlp-1.16/)**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 ↗](https://aclanthology.org/2026.politicalnlp-1.9/)**Esen Kurt, Haithem Afli

[See all 30 papers in Workshop on Natural Language Processing for Political Sciences 2026 — accepted papers →](https://md.research.elamur.ai/free/en/venues/politicalnlp/2026/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 Detection](https://md.research.elamur.ai/free/en/papers/pastorino-2026-decoding-news-narratives-critical-analysis/) [Workshop on Natural Language Processing for Political Sciences](https://md.research.elamur.ai/free/en/venues/politicalnlp/)**Valeria Pastorino, Jasivan Alex Sivakumar, Nafise Sadat Moosavi*2026 · 3 citations*
2. **[Supercharging Agenda Setting Research: The ParlaCAP Dataset of 28 European Parliaments and a Scalable Multilingual LLM-Based Classification](https://md.research.elamur.ai/free/en/papers/pungersek-2026-supercharging-agenda-setting-research-parlacap/) [Workshop on Natural Language Processing for Political Sciences](https://md.research.elamur.ai/free/en/venues/politicalnlp/)**Taja Kuzman Pungeršek, Peter Rupnik, Daniela Širinić, et al.*2026 · 1 citation*
3. **[Automated Analysis of Global AI Safety Initiatives: A Taxonomy-Driven LLM Approach](https://md.research.elamur.ai/free/en/papers/semitsu-2026-automated-analysis-global-ai-safety/) [Workshop on Natural Language Processing for Political Sciences](https://md.research.elamur.ai/free/en/venues/politicalnlp/)**Takayuki Semitsu, Naoto Kiribuchi, Kengo Zenitani*2026 · 1 citation*
4. **[Do LLMs Transfer Political Framing across Languages? A Cross-Lingual Analysis of LLM-Generated Discourse](https://md.research.elamur.ai/free/en/papers/awwad-2026-do-llms-transfer-political-framing/) [Workshop on Natural Language Processing for Political Sciences](https://md.research.elamur.ai/free/en/venues/politicalnlp/)**Nooredeen Awwad, Ebtihal Ismail Enfes, Kolawole John Adebayo*2026*
5. **[Identifying Political Bias in Arabic News Articles](https://md.research.elamur.ai/free/en/papers/chaabane-2026-identifying-political-bias-arabic-news/) [Workshop on Natural Language Processing for Political Sciences](https://md.research.elamur.ai/free/en/venues/politicalnlp/)**Saoussen Ben Chaabane, Omar Trigui, Maher Jaoua*2026*
6. **[From News Streams to Narrative Intelligence Briefs: LLM-Assisted Political Discourse Analysis in the Hungarian 2026 Pre-Election Context](https://md.research.elamur.ai/free/en/papers/loginova-2026-news-streams-narrative-intelligence-briefs/) [Workshop on Natural Language Processing for Political Sciences](https://md.research.elamur.ai/free/en/venues/politicalnlp/)**Ekaterina Loginova, Maksim Ermakov, Stephan Khramov*2026*
7. **[Multimodal Analysis of State-Funded News Coverage of the Israel–Hamas War on YouTube Shorts](https://md.research.elamur.ai/free/en/papers/miehling-2026-multimodal-analysis-state-funded-news/) [Workshop on Natural Language Processing for Political Sciences](https://md.research.elamur.ai/free/en/venues/politicalnlp/)**Daniel Miehling, Sandra Kübler*2026*
8. **[Giving Voice to the Constitution: Low-Resource Text-to-Speech for Quechua and Spanish Using a Bilingual Legal Corpus](https://md.research.elamur.ai/free/en/papers/ortega-2026-giving-voice-constitution-low-resource/) [Workshop on Natural Language Processing for Political Sciences](https://md.research.elamur.ai/free/en/venues/politicalnlp/)**John E. Ortega, Rodolfo Joel Zevallos, Fabrício Carraro*2026*
9. **[Analysing Calls to Order in German Parliamentary Debates](https://md.research.elamur.ai/free/en/papers/smirnova-2026-analysing-calls-order-german-parliamentary/) [Workshop on Natural Language Processing for Political Sciences](https://md.research.elamur.ai/free/en/venues/politicalnlp/)**Nina Smirnova, Daniel Dan, Philipp Mayr*2026*
10. **[Can Large Language Models Facilitate Qualitative Political Narrative Analysis?](https://md.research.elamur.ai/free/en/papers/stephens-2026-can-large-language-models-facilitate/) [Workshop on Natural Language Processing for Political Sciences](https://md.research.elamur.ai/free/en/venues/politicalnlp/)**Luke Stephens, Clare Llewellyn, Lauren Rogers, et al.*2026*
11. **[Large Language Models Unpack Complex Political Opinions through Target-Stance Extraction](https://md.research.elamur.ai/free/en/papers/togay-2026-large-language-models-unpack-complex/) [Workshop on Natural Language Processing for Political Sciences](https://md.research.elamur.ai/free/en/venues/politicalnlp/)**Ozgur 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)](https://md.research.elamur.ai/free/en/topics/language-models/) · [Multilingual & cross-lingual NLP (2)](https://md.research.elamur.ai/free/en/topics/multilingual-nlp/) · [Semitic languages (2)](https://md.research.elamur.ai/free/en/topics/semitic-languages/) · [Bias, fairness & safety (2)](https://md.research.elamur.ai/free/en/topics/bias-fairness-safety/) · [Discourse analysis (1)](https://md.research.elamur.ai/free/en/topics/discourse-analysis/) · [Speech & spoken language (1)](https://md.research.elamur.ai/free/en/topics/speech/) · [Low-resource languages (1)](https://md.research.elamur.ai/free/en/topics/low-resource-languages/) · [Legal AI (1)](https://md.research.elamur.ai/free/en/topics/legal-ai/) · [Vision & language (1)](https://md.research.elamur.ai/free/en/topics/multimodal/)

## Fields

[Computer Science (11)](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [Arts and Humanities (10)](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Social Sciences (10)](https://md.research.elamur.ai/free/en/shelves/social-sciences/) · [Psychology (1)](https://md.research.elamur.ai/free/en/shelves/psychology/)

## Top authors

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

[🧑‍🔬**Nafise Sadat Moosavi**1 work here · 3 citations](https://md.research.elamur.ai/free/en/authors/nafise-sadat-moosavi/) · [🧑‍🔬**Valeria Pastorino**1 work here · 3 citations](https://md.research.elamur.ai/free/en/authors/valeria-pastorino/) · [🧑‍🔬**Nikola Ljubešić**1 work here · 1 citation](https://md.research.elamur.ai/free/en/authors/nikola-ljubesic/) · [🧑‍🔬**Peter Rupnik**1 work here · 1 citation](https://md.research.elamur.ai/free/en/authors/peter-rupnik/) · [🧑‍🔬**Taja Kuzman Pungeršek**1 work here · 1 citation](https://md.research.elamur.ai/free/en/authors/taja-kuzman-pungersek/) · [🧑‍🔬**Ekaterina Loginova**1 work here](https://md.research.elamur.ai/free/en/authors/ekaterina-loginova/) · [🧑‍🔬**Fabrício Carraro**1 work here](https://md.research.elamur.ai/free/en/authors/fabricio-carraro/) · [🧑‍🔬**Florian Kunneman**1 work here](https://md.research.elamur.ai/free/en/authors/florian-kunneman/) · [🧑‍🔬**John E. Ortega**1 work here](https://md.research.elamur.ai/free/en/authors/john-e-ortega/) · [🧑‍🔬**Omar Trigui**1 work here](https://md.research.elamur.ai/free/en/authors/omar-trigui/) · [🧑‍🔬**Rodolfo Joel Zevallos**1 work here](https://md.research.elamur.ai/free/en/authors/rodolfo-joel-zevallos/) · [🧑‍🔬**Sandra Kübler**1 work here](https://md.research.elamur.ai/free/en/authors/sandra-kubler/)

## Top institutions

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

[🎓**Northeastern University** Boston · United States 1 work here](https://md.research.elamur.ai/free/en/universities/northeastern-university/) · [🎓**University of Sfax** Sfax · Tunisia 1 work here](https://md.research.elamur.ai/free/en/universities/university-of-sfax/) · [🎓**National University of Ireland, Maynooth** Maynooth · Ireland 1 work here](https://md.research.elamur.ai/free/en/universities/national-university-of-ireland-maynooth/) · [🎓**Universitat Pompeu Fabra** Barcelona · Spain 1 work here](https://md.research.elamur.ai/free/en/universities/universitat-pompeu-fabra/) · [🎓**Utrecht University** Utrecht · Netherlands 1 work here](https://md.research.elamur.ai/free/en/universities/utrecht-university/) · [🎓**University of Kent** Canterbury · United Kingdom 1 work here](https://md.research.elamur.ai/free/en/universities/university-of-kent/) · [🔬**Barcelona Supercomputing Center** Barcelona · Spain 1 work here](https://md.research.elamur.ai/free/en/labs/barcelona-supercomputing-center/) · [🔬**GESIS - Leibniz Institute for the Social Sciences** Mannheim · Germany 1 work here](https://md.research.elamur.ai/free/en/labs/gesis-leibniz-institute-for-the-social-sciences/) · [🎓**Faculty of Economics and Management of Sfax** Sfax · Tunisia 1 work here](https://md.research.elamur.ai/free/en/universities/faculty-of-economics-and-management-of-sfax/) · [🎓**Indiana University** Bloomington · United States 1 work here](https://md.research.elamur.ai/free/en/universities/indiana-university/) · [🎓**University of Sousse** Sousse · Tunisia 1 work here](https://md.research.elamur.ai/free/en/universities/university-of-sousse/) · [🎓**University of Sheffield** Sheffield · United Kingdom 1 work here](https://md.research.elamur.ai/free/en/universities/university-of-sheffield/)

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

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