📰 Shaping Multilingual, Multimodal AI for the Social Sciences and Humanities @ LREC 2026 — papers

The works of Shaping Multilingual, Multimodal AI for the Social Sciences and Humanities @ LREC published in 2026 that our library holds (publisher: European Language Resources Association (ELRA)): 6 works, listed below with the most cited first; each has a page with our summary, its key points and its references.

All works of the year (24)

The most cited first; 6 with our summary link to their page here, the others to the original.

1. A Multimodal LLM-Based Nutrition Label for Analyzing Social Media Feed Exposure ↗Tim Gollub, Armin Heidari, Cem Ertürkan et al.
2. Argumentation through Discourse Relations and Subjectivity: Introducing FreCaDiS, a French Multi-Genre Corpus ↗Joanna Blochowiak, Cristina Grisot
3. Automatic Evaluation of Multiple-Choice Items for Reading Comprehension: Effects of Question and Distractor Categories ↗John S. Y. Lee, Yin Poon, Shunjie Wang et al.
4. Automatic Metrical Scansion of Poetry in a Low-Resource Setting ↗Pablo Ruiz Fabo, Anxo Alonso Pérez, Pablo Rodríguez Fernández et al.
5. Benchmarking LLMs for Aspect-Based Sentiment Classification in Slovene Historical PeriodicalsTina Munda, Filip Dobranić, Uroš Šmajdek et al.our summary
6. Charting the European LLM Benchmarking Landscape: A New Taxonomy and RegistrySpela Vintar, Mojca Brglez, Taja Kuzman Pungeršek et al.our summary
7. Cross-Lingual Abstractive Keyphrase Generation for Historical Newspapers ↗Simon Clematide, Jenifer L. Meyer, Juri Opitz et al.
8. Design and Methodological Architecture of a Multilingual Corpus of Interpreter-mediated Public Service Telephone Interactions ↗Raquel Lazaro Gutierrez, Daniel López Padilla, Jorge Rico et al.
9. Do We Still Need Corpora and Corpus Analysis Platforms? Discourse Analysis in Times of LLMs ↗Julia Krasselt, Dolores Lemmenmeier-Batinić, Philipp Dreesen
10. Exploring the Use of Large Language Models in Critical Discourse Analysis: A Consensus-Based Pilot Study ↗Emiliano Giovannetti, Francesca Cristiano
11. From One-Hot to Semantic Encoding: Entity Embedding for Small and Heterogeneous Digital Humanities Datasets ↗Isabelle Gribomont
12. GaelEval: Benchmarking LLM Performance for Scottish Gaelic ↗Peter Devine, William Lamb, Beatrice Alex et al.
13. Integrating Knowledge Graphs and Multilingual Scholarly Corpora for Domain-Adaptive LLMs in SSH ↗Adam Faci, Alessio Miaschi, Anne Combe et al.
14. Is Human–LLM Interaction Culture-Dependent? A Cross-Linguistic NLP Analysis of Student Interviews on AI-Assisted Thesis Writing ↗Madalina Chitez, Karla Csuros, Dejana Jelena Milićević et al.
15. LLM Evaluation in Practice: A Review of Metrics, Practitioner Insights, and Lessons Learned ↗Roos M. Bakker, Marianne Witte-Schaaphok, Julia García-Fernández et al.
16. LLM Probe: Evaluating LLMs for Low-Resource Languages ↗Hailay Kidu Teklehaymanot, Wolfgang Nejdl, Gebrearegawi Gebremariam
17. Next Reply Prediction X (NRP-X) Dataset: Linguistic Discrepancies in Naively Generated ContentSimon Münker, Nils Schwager, Kai Kugler et al.our summary
18. Quid est VERITAS? A Modular Framework for Archival Document Analysis ↗Leonardo Bassanini, Ludovico Biancardi, Alfio Ferrara et al.
19. Reflexive Research with LLMs: Considering the Positionality of Users and SystemsEleanor L.T. Smith, Luis Morgado da Costa, Antske Fokkensour summary
20. SACRED: A Faithful Annotated Multimedia Multimodal Multilingual Dataset for Classifying Connectedness Types in Online Spirituality ↗Qinghao Guan, Yuchen Pan, Donghao Li et al.
21. Small Can Be Beautiful in LLMs for SSH: a Case for BulgarianKiril Simov, Nikolay Paev, Petya Osenova et al.our summary
22. State of the Art in Text Classification for South Slavic Languages: Fine-Tuning or Prompting?Taja Kuzman Pungeršek, Peter Rupnik, Ivan Porupski et al.our summary
23. Text-only Domain Adaptation for Low-Resource ASR Using Large Language Models ↗William Lamb, Dongge Han, Ondrej Klejch et al.
24. Toward Responsible and Epistemically Grounded Multilingual LLMs for Computational Social Science and Humanities ↗Wajdi Zaghouani

📄 Works with our summary in our library (6)

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

1. State of the Art in Text Classification for South Slavic Languages: Fine-Tuning or Prompting?Shaping Multilingual, Multimodal AI for the Social Sciences and Humanities @ LRECTaja Kuzman Pungeršek, Peter Rupnik, Ivan Porupski, et al.2026 · 2 citations
2. Benchmarking LLMs for Aspect-Based Sentiment Classification in Slovene Historical PeriodicalsShaping Multilingual, Multimodal AI for the Social Sciences and Humanities @ LRECTina Munda, Filip Dobranić, Uroš Šmajdek, et al.2026
3. Next Reply Prediction X (NRP-X) Dataset: Linguistic Discrepancies in Naively Generated ContentShaping Multilingual, Multimodal AI for the Social Sciences and Humanities @ LRECSimon Münker, Nils Schwager, Kai Kugler, et al.2026
4. Small Can Be Beautiful in LLMs for SSH: a Case for BulgarianShaping Multilingual, Multimodal AI for the Social Sciences and Humanities @ LRECKiril Simov, Nikolay Paev, Petya Osenova, et al.2026
5. Reflexive Research with LLMs: Considering the Positionality of Users and SystemsShaping Multilingual, Multimodal AI for the Social Sciences and Humanities @ LRECEleanor L.T. Smith, Luis Morgado da Costa, Antske Fokkens2026
6. Charting the European LLM Benchmarking Landscape: A New Taxonomy and RegistryShaping Multilingual, Multimodal AI for the Social Sciences and Humanities @ LRECSpela Vintar, Mojca Brglez, Taja Kuzman Pungeršek, et al.2026

🧭 Top topics

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

🧠Language models & pretraining (2)😊Sentiment & emotion (1)🌍Multilingual & cross-lingual NLP (1)🧩Morphology (1)

📚 Fields

🎭Arts and Humanities (6)🖥️Computer Science (5)🤝Social Sciences (3)

🧑‍🔬 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.

🎓University of LjubljanaLjubljana · Slovenia3 works here🔬Institute of Contemporary HistoryLjubljana · Slovenia2 works here🏛️Bulgarian Academy of SciencesSofia · Bulgaria1 work here🔬Jožef Stefan InstituteLjubljana · Slovenia1 work here🎓University of OxfordOxford · United Kingdom1 work here🎓Jožef Stefan International Postgraduate SchoolLjubljana · Slovenia1 work here🔬Institute of Information and Communication TechnologiesSofia · Bulgaria1 work here🎓Vrije Universiteit AmsterdamAmsterdam · Netherlands1 work here🎓Universität TrierTrier · Germany1 work here

works and citations from OpenAlex and our library.

↑ back to top

This page in Markdown → https://md.research.elamur.ai/free/en/venues/llms4ssh/2026/