Proceedings of Shaping Multilingual, Multimodal AI for the Social Sciences and Humanities (LLMs4SSH) @ LREC 2026

Proceedings of Shaping Multilingual, Multimodal AI for the Social Sciences and Humanities (LLMs4SSH) @ LREC 2026 Arturo Montejo-Raez editor Cristina Grisot editor Joanna Blochowiak editor Nikola Ljubešić editor Elena Battaner editor German Rigau editor 2026-05 ELRA Language Resources Association (ELRA) Palma de Mallorca (Spain) text conference publication llms4ssh-2026-1 https://aclanthology.org/2026.llms4ssh-1.0/ State of the Art in Text Classification for South Slavic Languages: Fine-Tuning or Prompting? Taja Kuzman Pungeršek author Peter Rupnik author Ivan Porupski author Vuk Dinić author Nikola Ljubešić author 2026-05 text Proceedings of Shaping Multilingual, Multimodal AI for the Social Sciences and Humanities (LLMs4SSH) @ LREC 2026 Arturo Montejo-Raez editor Cristina Grisot editor Joanna Blochowiak editor Nikola Ljubešić editor Elena Battaner editor German Rigau editor ELRA Language Resources Association (ELRA) Palma de Mallorca (Spain) conference publication kuzman-pungersek-etal-2026-state 10.63317/2fudy99w2taz https://aclanthology.org/2026.llms4ssh-1.1/ 2026-05 1 17 Exploring the Use of Large Language Models in Critical Discourse Analysis: A Consensus-Based Pilot Study Emiliano Giovannetti author Francesca Cristiano author 2026-05 text Proceedings of Shaping Multilingual, Multimodal AI for the Social Sciences and Humanities (LLMs4SSH) @ LREC 2026 Arturo Montejo-Raez editor Cristina Grisot editor Joanna Blochowiak editor Nikola Ljubešić editor Elena Battaner editor German Rigau editor ELRA Language Resources Association (ELRA) Palma de Mallorca (Spain) conference publication giovannetti-cristiano-2026-exploring 10.63317/46h2k27ufevn https://aclanthology.org/2026.llms4ssh-1.2/ 2026-05 18 22 LLM Evaluation in Practice: A Review of Metrics, Practitioner Insights, and Lessons Learned Roos M Bakker author Marianne Witte-Schaaphok author Julia García-Fernández author Tom Brand author Jens van der Weide author Stephan Raaijmakers author 2026-05 text Proceedings of Shaping Multilingual, Multimodal AI for the Social Sciences and Humanities (LLMs4SSH) @ LREC 2026 Arturo Montejo-Raez editor Cristina Grisot editor Joanna Blochowiak editor Nikola Ljubešić editor Elena Battaner editor German Rigau editor ELRA Language Resources Association (ELRA) Palma de Mallorca (Spain) conference publication bakker-etal-2026-llm 10.63317/3exz7ndz9d6j https://aclanthology.org/2026.llms4ssh-1.3/ 2026-05 23 38 Is Human–LLM Interaction Culture-Dependent? A Cross-Linguistic NLP Analysis of Student Interviews on AI-Assisted Thesis Writing Madalina Chitez author Karla Csuros author Dejana Jelena Milićević author Petya Osenova author Stefan Marinov author Teodor Valchev author Nikolay Paev author Otto Kruse author Christian Rapp author Andreea Dinca author Roxana Rogobete author Claudia Doroholschi author Loredana Punga author Anabella Costache author Dumitru Tucan author Cristina Baniceru author 2026-05 text Proceedings of Shaping Multilingual, Multimodal AI for the Social Sciences and Humanities (LLMs4SSH) @ LREC 2026 Arturo Montejo-Raez editor Cristina Grisot editor Joanna Blochowiak editor Nikola Ljubešić editor Elena Battaner editor German Rigau editor ELRA Language Resources Association (ELRA) Palma de Mallorca (Spain) conference publication chitez-etal-2026-human 10.63317/2mzwfdv4kba5 https://aclanthology.org/2026.llms4ssh-1.4/ 2026-05 39 44 Next Reply Prediction X (NRP-X) Dataset: Linguistic Discrepancies in Naively Generated Content Simon Münker author Nils Schwager author Kai Kugler author Michael Heseltine author Achim Rettinger author 2026-05 text Proceedings of Shaping Multilingual, Multimodal AI for the Social Sciences and Humanities (LLMs4SSH) @ LREC 2026 Arturo Montejo-Raez editor Cristina Grisot editor Joanna Blochowiak editor Nikola Ljubešić editor Elena Battaner editor German Rigau editor ELRA Language Resources Association (ELRA) Palma de Mallorca (Spain) conference publication munker-etal-2026-next 10.63317/5fmgng5iobv6 https://aclanthology.org/2026.llms4ssh-1.5/ 2026-05 45 56 Quid est VERITAS? A Modular Framework for Archival Document Analysis Leonardo Bassanini author Ludovico Biancardi author Alfio Ferrara author Andrea Gamberini author Sergio Picascia author Folco Vaglienti author 2026-05 text Proceedings of Shaping Multilingual, Multimodal AI for the Social Sciences and Humanities (LLMs4SSH) @ LREC 2026 Arturo Montejo-Raez editor Cristina Grisot editor Joanna Blochowiak editor Nikola Ljubešić editor Elena Battaner editor German Rigau editor ELRA Language Resources Association (ELRA) Palma de Mallorca (Spain) conference publication bassanini-etal-2026-quid 10.63317/3ec9hbgdgs8x https://aclanthology.org/2026.llms4ssh-1.6/ 2026-05 57 66 Do We Still Need Corpora and Corpus Analysis Platforms? Discourse Analysis in Times of LLMs Julia Krasselt author Dolores Lemmenmeier-Batinić author Philipp Dreesen author 2026-05 text Proceedings of Shaping Multilingual, Multimodal AI for the Social Sciences and Humanities (LLMs4SSH) @ LREC 2026 Arturo Montejo-Raez editor Cristina Grisot editor Joanna Blochowiak editor Nikola Ljubešić editor Elena Battaner editor German Rigau editor ELRA Language Resources Association (ELRA) Palma de Mallorca (Spain) conference publication krasselt-etal-2026-still 10.63317/3qjxyff7rp9n https://aclanthology.org/2026.llms4ssh-1.7/ 2026-05 67 72 GaelEval: Benchmarking LLM Performance for Scottish Gaelic Peter Devine author William Lamb author Beatrice Alex author Ignatius Ezeani author Dawn Knight author Mícheál J Ó Meachair author Paul Rayson author Martin Wynne author 2026-05 text Proceedings of Shaping Multilingual, Multimodal AI for the Social Sciences and Humanities (LLMs4SSH) @ LREC 2026 Arturo Montejo-Raez editor Cristina Grisot editor Joanna Blochowiak editor Nikola Ljubešić editor Elena Battaner editor German Rigau editor ELRA Language Resources Association (ELRA) Palma de Mallorca (Spain) conference publication devine-etal-2026-gaeleval 10.63317/2yqmx3es6ad5 https://aclanthology.org/2026.llms4ssh-1.8/ 2026-05 73 85 Argumentation through Discourse Relations and Subjectivity: Introducing FreCaDiS, a French Multi-Genre Corpus Joanna Blochowiak author Cristina Grisot author 2026-05 text Proceedings of Shaping Multilingual, Multimodal AI for the Social Sciences and Humanities (LLMs4SSH) @ LREC 2026 Arturo Montejo-Raez editor Cristina Grisot editor Joanna Blochowiak editor Nikola Ljubešić editor Elena Battaner editor German Rigau editor ELRA Language Resources Association (ELRA) Palma de Mallorca (Spain) conference publication blochowiak-grisot-2026-argumentation 10.63317/3eps2c5gkrpg https://aclanthology.org/2026.llms4ssh-1.9/ 2026-05 86 94 Text-only Domain Adaptation for Low-Resource ASR Using Large Language Models William Lamb author Dongge Han author Ondrej Klejch author Peter Bell author 2026-05 text Proceedings of Shaping Multilingual, Multimodal AI for the Social Sciences and Humanities (LLMs4SSH) @ LREC 2026 Arturo Montejo-Raez editor Cristina Grisot editor Joanna Blochowiak editor Nikola Ljubešić editor Elena Battaner editor German Rigau editor ELRA Language Resources Association (ELRA) Palma de Mallorca (Spain) conference publication lamb-etal-2026-text 10.63317/5dqjbixcyvcw https://aclanthology.org/2026.llms4ssh-1.10/ 2026-05 95 102 Benchmarking LLMs for Aspect-Based Sentiment Classification in Slovene Historical Periodicals Tina Munda author Filip Dobranić author Uroš Šmajdek author Oliver Pejić author Ciril Bohak author Vojko Gorjanc author Darja Fišer author 2026-05 text Proceedings of Shaping Multilingual, Multimodal AI for the Social Sciences and Humanities (LLMs4SSH) @ LREC 2026 Arturo Montejo-Raez editor Cristina Grisot editor Joanna Blochowiak editor Nikola Ljubešić editor Elena Battaner editor German Rigau editor ELRA Language Resources Association (ELRA) Palma de Mallorca (Spain) conference publication munda-etal-2026-benchmarking 10.63317/22hvcbc23rts https://aclanthology.org/2026.llms4ssh-1.11/ 2026-05 103 113 Automatic Metrical Scansion of Poetry in a Low-Resource Setting Pablo Ruiz Fabo author Anxo Alonso Pérez author Pablo Rodríguez Fernández author Pablo Gamallo author 2026-05 text Proceedings of Shaping Multilingual, Multimodal AI for the Social Sciences and Humanities (LLMs4SSH) @ LREC 2026 Arturo Montejo-Raez editor Cristina Grisot editor Joanna Blochowiak editor Nikola Ljubešić editor Elena Battaner editor German Rigau editor ELRA Language Resources Association (ELRA) Palma de Mallorca (Spain) conference publication ruiz-fabo-etal-2026-automatic 10.63317/4pzd6u7388jm https://aclanthology.org/2026.llms4ssh-1.12/ 2026-05 114 125 SACRED: A Faithful Annotated Multimedia Multimodal Multilingual Dataset for Classifying Connectedness Types in Online Spirituality Qinghao Guan author Yuchen Pan author Donghao Li author Zishi Zhang author Yiyang Chen author Lu Li author Flaminia Canu author Emilia Volkart author Gerold Schneider author 2026-05 text Proceedings of Shaping Multilingual, Multimodal AI for the Social Sciences and Humanities (LLMs4SSH) @ LREC 2026 Arturo Montejo-Raez editor Cristina Grisot editor Joanna Blochowiak editor Nikola Ljubešić editor Elena Battaner editor German Rigau editor ELRA Language Resources Association (ELRA) Palma de Mallorca (Spain) conference publication guan-etal-2026-sacred 10.63317/5h8po3qfcqa9 https://aclanthology.org/2026.llms4ssh-1.13/ 2026-05 126 138 Integrating Knowledge Graphs and Multilingual Scholarly Corpora for Domain-Adaptive LLMs in SSH Adam Faci author Alessio Miaschi author Anne Combe author Pascal Cuxac author Francesca Frontini author Nicolas Larrousse author Stéphane Pouyllau author 2026-05 text Proceedings of Shaping Multilingual, Multimodal AI for the Social Sciences and Humanities (LLMs4SSH) @ LREC 2026 Arturo Montejo-Raez editor Cristina Grisot editor Joanna Blochowiak editor Nikola Ljubešić editor Elena Battaner editor German Rigau editor ELRA Language Resources Association (ELRA) Palma de Mallorca (Spain) conference publication faci-etal-2026-integrating 10.63317/39e8u4rbsy8g https://aclanthology.org/2026.llms4ssh-1.14/ 2026-05 139 146 From One-Hot to Semantic Encoding: Entity Embedding for Small and Heterogeneous Digital Humanities Datasets Isabelle Gribomont author 2026-05 text Proceedings of Shaping Multilingual, Multimodal AI for the Social Sciences and Humanities (LLMs4SSH) @ LREC 2026 Arturo Montejo-Raez editor Cristina Grisot editor Joanna Blochowiak editor Nikola Ljubešić editor Elena Battaner editor German Rigau editor ELRA Language Resources Association (ELRA) Palma de Mallorca (Spain) conference publication gribomont-2026-one 10.63317/4qrbgxhxkpzs https://aclanthology.org/2026.llms4ssh-1.15/ 2026-05 147 152 Design and Methodological Architecture of a Multilingual Corpus of Interpreter-mediated Public Service Telephone Interactions Raquel Lazaro Gutierrez author Daniel López Padilla author Jorge Rico author María José Vilella Sánchez author Fernando Manuel Espinoza-Cuadros author 2026-05 text Proceedings of Shaping Multilingual, Multimodal AI for the Social Sciences and Humanities (LLMs4SSH) @ LREC 2026 Arturo Montejo-Raez editor Cristina Grisot editor Joanna Blochowiak editor Nikola Ljubešić editor Elena Battaner editor German Rigau editor ELRA Language Resources Association (ELRA) Palma de Mallorca (Spain) conference publication lazaro-gutierrez-etal-2026-design 10.63317/4z95d2arkz5w https://aclanthology.org/2026.llms4ssh-1.16/ 2026-05 153 157 Toward Responsible and Epistemically Grounded Multilingual LLMs for Computational Social Science and Humanities Wajdi Zaghouani author 2026-05 text Proceedings of Shaping Multilingual, Multimodal AI for the Social Sciences and Humanities (LLMs4SSH) @ LREC 2026 Arturo Montejo-Raez editor Cristina Grisot editor Joanna Blochowiak editor Nikola Ljubešić editor Elena Battaner editor German Rigau editor ELRA Language Resources Association (ELRA) Palma de Mallorca (Spain) conference publication zaghouani-2026-toward-responsible 10.63317/2mrtfpgxeerx https://aclanthology.org/2026.llms4ssh-1.17/ 2026-05 158 169 Automatic Evaluation of Multiple-Choice Items for Reading Comprehension: Effects of Question and Distractor Categories John S Y Lee author Yin Poon author Shunjie Wang author Kai Wah Chu author 2026-05 text Proceedings of Shaping Multilingual, Multimodal AI for the Social Sciences and Humanities (LLMs4SSH) @ LREC 2026 Arturo Montejo-Raez editor Cristina Grisot editor Joanna Blochowiak editor Nikola Ljubešić editor Elena Battaner editor German Rigau editor ELRA Language Resources Association (ELRA) Palma de Mallorca (Spain) conference publication lee-etal-2026-automatic-evaluation 10.63317/2htm3v3vdbuv https://aclanthology.org/2026.llms4ssh-1.18/ 2026-05 170 174 Reflexive Research with LLMs: Considering the Positionality of Users and Systems Eleanor L.T. Smith author Luis Morgado da Costa author Antske Fokkens author 2026-05 text Proceedings of Shaping Multilingual, Multimodal AI for the Social Sciences and Humanities (LLMs4SSH) @ LREC 2026 Arturo Montejo-Raez editor Cristina Grisot editor Joanna Blochowiak editor Nikola Ljubešić editor Elena Battaner editor German Rigau editor ELRA Language Resources Association (ELRA) Palma de Mallorca (Spain) conference publication smith-etal-2026-reflexive 10.63317/3ycn8grfuwtx https://aclanthology.org/2026.llms4ssh-1.19/ 2026-05 175 186 Small Can Be Beautiful in LLMs for SSH: a Case for Bulgarian Kiril Simov author Nikolay Paev author Petya Osenova author Teodor Valchev author Stefan Marinov author 2026-05 text Proceedings of Shaping Multilingual, Multimodal AI for the Social Sciences and Humanities (LLMs4SSH) @ LREC 2026 Arturo Montejo-Raez editor Cristina Grisot editor Joanna Blochowiak editor Nikola Ljubešić editor Elena Battaner editor German Rigau editor ELRA Language Resources Association (ELRA) Palma de Mallorca (Spain) conference publication simov-etal-2026-small 10.63317/5n9bq7g3it2s https://aclanthology.org/2026.llms4ssh-1.20/ 2026-05 187 197 A Multimodal LLM-Based Nutrition Label for Analyzing Social Media Feed Exposure Tim Gollub author Armin Heidari author Cem Ertürkan author Benno Stein author 2026-05 text Proceedings of Shaping Multilingual, Multimodal AI for the Social Sciences and Humanities (LLMs4SSH) @ LREC 2026 Arturo Montejo-Raez editor Cristina Grisot editor Joanna Blochowiak editor Nikola Ljubešić editor Elena Battaner editor German Rigau editor ELRA Language Resources Association (ELRA) Palma de Mallorca (Spain) conference publication gollub-etal-2026-multimodal 10.63317/2dnrozuypsrm https://aclanthology.org/2026.llms4ssh-1.21/ 2026-05 198 204 Charting the European LLM Benchmarking Landscape: A New Taxonomy and Registry Spela Vintar author Mojca Brglez author Taja Kuzman Pungeršek author Nikola Ljubešić author 2026-05 text Proceedings of Shaping Multilingual, Multimodal AI for the Social Sciences and Humanities (LLMs4SSH) @ LREC 2026 Arturo Montejo-Raez editor Cristina Grisot editor Joanna Blochowiak editor Nikola Ljubešić editor Elena Battaner editor German Rigau editor ELRA Language Resources Association (ELRA) Palma de Mallorca (Spain) conference publication vintar-etal-2026-charting 10.63317/4kixe3c9zmde https://aclanthology.org/2026.llms4ssh-1.22/ 2026-05 205 217 Cross-Lingual Abstractive Keyphrase Generation for Historical Newspapers Simon Clematide author Jenifer L Meyer author Juri Opitz author Maud Ehrmann author Kaspar Beelen author 2026-05 text Proceedings of Shaping Multilingual, Multimodal AI for the Social Sciences and Humanities (LLMs4SSH) @ LREC 2026 Arturo Montejo-Raez editor Cristina Grisot editor Joanna Blochowiak editor Nikola Ljubešić editor Elena Battaner editor German Rigau editor ELRA Language Resources Association (ELRA) Palma de Mallorca (Spain) conference publication clematide-etal-2026-cross 10.63317/2qijz2a9nwpd https://aclanthology.org/2026.llms4ssh-1.23/ 2026-05 218 223 LLM Probe: Evaluating LLMs for Low-Resource Languages Hailay Kidu Teklehaymanot author Wolfgang Nejdl author Gebrearegawi Gebremariam author 2026-05 text Proceedings of Shaping Multilingual, Multimodal AI for the Social Sciences and Humanities (LLMs4SSH) @ LREC 2026 Arturo Montejo-Raez editor Cristina Grisot editor Joanna Blochowiak editor Nikola Ljubešić editor Elena Battaner editor German Rigau editor ELRA Language Resources Association (ELRA) Palma de Mallorca (Spain) conference publication teklehaymanot-etal-2026-llm 10.63317/4ezcsk97smvd https://aclanthology.org/2026.llms4ssh-1.24/ 2026-05 224 234