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Proceedings of the Second Workshop on Building Educational Applications Using NLP

LREC 2026 Workshop

Palma, Mallorca, Spain 11 - 16 May 2026 30 papers
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01

From News Streams to Narrative Intelligence Briefs: LLM-Assisted Political Discourse Analysis in the Hungarian 2026 Pre-Election Context

Ekaterina Loginova, Maksim Ermakov, Stephan Khramov

pp. 1-16 DOI: 10.63317/228tnds8d6kd
02

Decoding News Narratives: A Critical Analysis of Large Language Models in Framing Detection

Valeria Pastorino, Jasivan Alex Sivakumar, Nafise Sadat Moosavi

pp. 17-28 DOI: 10.63317/2quz7g7fh7u4
03

From Cairo to Cape Town: How African Twitter Shapes the Global Palestine-Israel Narrative

Mahmoud Fawzi, Houda Elmimouni, Walid Magdy

pp. 29-34 DOI: 10.63317/3yjem8toy98z
04

Multimodal Analysis of State-Funded News Coverage of the Israel–Hamas War on YouTube Shorts

Daniel Miehling, Sandra Kübler

pp. 35-47 DOI: 10.63317/5kxkswtz4mez
05

Characterization of User Engagement in Electronic News Media: A Case Study for India

Abhishek Kumar, Abhik Jana, Debi Prosad Dogra

pp. 48-57 DOI: 10.63317/3pzxpdehzwtb
06

Analyzing Political Stances on Twitter/X in the Lead-up to the 2024 U.S. Election

Hazem Ibrahim, Farhan Kamrul Khan, Yasir Zaki, Talal Rahwan

pp. 58-63 DOI: 10.63317/4u7ev5y7votg
07

Giving Voice to the Constitution: Low-Resource Text-to-Speech for Quechua and Spanish Using a Bilingual Legal Corpus

John E. Ortega, Rodolfo Joel Zevallos, Fabrício Carraro

pp. 64-69 DOI: 10.63317/39457jk69sij
08

Analysing Calls to Order in German Parliamentary Debates

Nina Smirnova, Daniel Dan, Philipp Mayr

pp. 70-76 DOI: 10.63317/3dbzaoowt4f2
09

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

pp. 77-86 DOI: 10.63317/5erg5f5fh3k9
10

Exploring Two Decades of Parliamentary Speeches on the Use of Narratives

Matti Wiegmann, Jürgen Neyer, Benno Stein

pp. 87-93 DOI: 10.63317/4vdcyy75sgyv
11

Supercharging Agenda Setting Research: The ParlaCAP Dataset of 28 European Parliaments and a Scalable Multilingual LLM-Based Classification

Taja Kuzman Pungeršek, Peter Rupnik, Daniela Širinić, Nikola Ljubešić

pp. 94-110 DOI: 10.63317/4t2m5y2szdw8
12

A Vocabulary Analysis of News Articles in Relation to the Political Orientation of Their Source and Their Thematic

Laurène Cave, Gaël Lejeune

pp. 111-119 DOI: 10.63317/4ygr7uhixm78
13

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

pp. 120-130 DOI: 10.63317/3ohr9ub7a9hx
14

Mobilize, Inform, Interact: Classifying Political Calls-to-Action Types on Instagram

Michael Achmann-Denkler, Clara Helmig, Jakob Fehle, Mario Haim, Christian Wolff

pp. 131-138 DOI: 10.63317/4jqe5mnxo2cc
15

Hate Speech and Hate Crime: A Cross-Disciplinary Analysis of Xenophobia in Greece

Maria Gavriilidou, Vasiliki Georgiadou, Lamprini Rori, Maria Pontiki

pp. 139-148 DOI: 10.63317/5pv79t8paewu
16

Navigating Global AI Regulation: A Multi-Jurisdictional Retrieval-Augmented Generation System

Courtney Ford, Ojas Rane, Susan Leavy

pp. 149-158 DOI: 10.63317/3mx5kxewetzz
17

Beyond Sentiment: Comparing Traditional NLP and LLM-Based Multi-Dimensional Analysis for Political News Evaluation

Maryam Fooladi, Federico Bottino

pp. 159-164 DOI: 10.63317/2wbwmwq3jwfg
18

Evaluating the Abilities of LLMs and SpeechLMs in Discovering Implicit Contents of Italian Political Speeches

Lorenzo Gregori, Walter Paci, Alessandro Panunzi

pp. 165-170 DOI: 10.63317/4y7ki8iw4mwe
19

Reproducibility under Threat: Proposing a Framework for Reliable LLM-Research in Psychology and Computational Social Science

Kevin Dirk Kiy, Alexander Porshnev, Dounia Lakhzoum, Dermot Lynott, Diarmuid O'Donoghue, Manokamna Singh

pp. 171-179 DOI: 10.63317/2f5feg2mp6t3
20

How Far Did They Go? The Persuasive Tactics of Covert LLM Agents in a Discontinued Field Experiment

Kokil Jaidka, Saifuddin Ahmed

pp. 180-194 DOI: 10.63317/477ns4y77c92

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