Proceedings of Shaping Multilingual, Multimodal AI for the Social Sciences and Humanities (LLMs4SSH) @ LREC 2026
LREC 2026 Workshop
State of the Art in Text Classification for South Slavic Languages: Fine-Tuning or Prompting?
Taja Kuzman Pungeršek, Peter Rupnik, Ivan Porupski, Vuk Dinić, Nikola Ljubešić
Exploring the Use of Large Language Models in Critical Discourse Analysis: A Consensus-Based Pilot Study
Emiliano Giovannetti, Francesca Cristiano
LLM Evaluation in Practice: A Review of Metrics, Practitioner Insights, and Lessons Learned
Roos M. Bakker, Marianne Witte-Schaaphok, Julia García-Fernández, Tom Brand, Jens van der Weide, Stephan Raaijmakers
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, Petya Osenova, Stefan Marinov, Teodor Valchev, Nikolay Paev, Otto Kruse, Christian Rapp, Andreea Dinca, Roxana Rogobete, Claudia Doroholschi, Loredana Punga, Anabella Costache, Dumitru Tucan, Cristina Baniceru
Next Reply Prediction X (NRP-X) Dataset: Linguistic Discrepancies in Naively Generated Content
Simon Münker, Nils Schwager, Kai Kugler, Michael Heseltine, Achim Rettinger
Quid est VERITAS? A Modular Framework for Archival Document Analysis
Leonardo Bassanini, Ludovico Biancardi, Alfio Ferrara, Andrea Gamberini, Sergio Picascia, Folco Vaglienti
Do We Still Need Corpora and Corpus Analysis Platforms? Discourse Analysis in Times of LLMs
Julia Krasselt, Dolores Lemmenmeier-Batinić, Philipp Dreesen
GaelEval: Benchmarking LLM Performance for Scottish Gaelic
Peter Devine, William Lamb, Beatrice Alex, Ignatius Ezeani, Dawn Knight, Mícheál J. Ó Meachair, Paul Rayson, Martin Wynne
Argumentation through Discourse Relations and Subjectivity: Introducing FreCaDiS, a French Multi-Genre Corpus
Joanna Blochowiak, Cristina Grisot
Text-only Domain Adaptation for Low-Resource ASR Using Large Language Models
William Lamb, Dongge Han, Ondrej Klejch, Peter Bell
Benchmarking LLMs for Aspect-Based Sentiment Classification in Slovene Historical Periodicals
Tina Munda, Filip Dobranić, Uroš Šmajdek, Oliver Pejić, Ciril Bohak, Vojko Gorjanc, Darja Fišer
Automatic Metrical Scansion of Poetry in a Low-Resource Setting
Pablo Ruiz Fabo, Anxo Alonso Pérez, Pablo Rodríguez Fernández, Pablo Gamallo
SACRED: A Faithful Annotated Multimedia Multimodal Multilingual Dataset for Classifying Connectedness Types in Online Spirituality
Qinghao Guan, Yuchen Pan, Donghao Li, Zishi Zhang, Yiyang Chen, Lu Li, Flaminia Canu, Emilia Volkart, Gerold Schneider
Integrating Knowledge Graphs and Multilingual Scholarly Corpora for Domain-Adaptive LLMs in SSH
Adam Faci, Alessio Miaschi, Anne Combe, Pascal Cuxac, Francesca Frontini, Nicolas Larrousse, Stéphane Pouyllau
From One-Hot to Semantic Encoding: Entity Embedding for Small and Heterogeneous Digital Humanities Datasets
Isabelle Gribomont
Design and Methodological Architecture of a Multilingual Corpus of Interpreter-mediated Public Service Telephone Interactions
Raquel Lazaro Gutierrez, Daniel López Padilla, Jorge Rico, María José Vilella Sánchez, Fernando Manuel Espinoza-Cuadros
Toward Responsible and Epistemically Grounded Multilingual LLMs for Computational Social Science and Humanities
Wajdi Zaghouani
Automatic Evaluation of Multiple-Choice Items for Reading Comprehension: Effects of Question and Distractor Categories
John S. Y. Lee, Yin Poon, Shunjie Wang, Kai Wah Chu
Reflexive Research with LLMs: Considering the Positionality of Users and Systems
Eleanor L.T. Smith, Luis Morgado da Costa, Antske Fokkens
Small Can Be Beautiful in LLMs for SSH: a Case for Bulgarian
Kiril Simov, Nikolay Paev, Petya Osenova, Teodor Valchev, Stefan Marinov
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