---
title: "Shaping Multilingual, Multimodal AI for the Social Sciences"
description: "Shaping Multilingual, Multimodal AI for the Social Sciences and Humanities @ LREC 2026 — papers: 6 papers in the Elamur Research…"
canonical: "https://research.elamur.ai/free/en/venues/llms4ssh/2026/"
---
[Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/venues/llms4ssh/2026/)

[home](https://md.research.elamur.ai/free/en/) / [venues](https://md.research.elamur.ai/free/en/venues/) / [Shaping Multilingual, Multimodal AI for…](https://md.research.elamur.ai/free/en/venues/llms4ssh/) / 2026

# 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.

[**24** works that year](#all) · [**6** works in our library](https://md.research.elamur.ai/free/en/venues/llms4ssh/2026/#works) · [**2** citations of these works](https://md.research.elamur.ai/free/en/venues/llms4ssh/2026/#works)

## 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 ↗](https://aclanthology.org/2026.llms4ssh-1.21/)**Tim Gollub, Armin Heidari, Cem Ertürkan et al.
2. **[Argumentation through Discourse Relations and Subjectivity: Introducing FreCaDiS, a French Multi-Genre Corpus ↗](https://aclanthology.org/2026.llms4ssh-1.9/)**Joanna Blochowiak, Cristina Grisot
3. **[Automatic Evaluation of Multiple-Choice Items for Reading Comprehension: Effects of Question and Distractor Categories ↗](https://aclanthology.org/2026.llms4ssh-1.18/)**John S. Y. Lee, Yin Poon, Shunjie Wang et al.
4. **[Automatic Metrical Scansion of Poetry in a Low-Resource Setting ↗](https://aclanthology.org/2026.llms4ssh-1.12/)**Pablo Ruiz Fabo, Anxo Alonso Pérez, Pablo Rodríguez Fernández et al.
5. **[Benchmarking LLMs for Aspect-Based Sentiment Classification in Slovene Historical Periodicals](https://md.research.elamur.ai/free/en/papers/munda-2026-benchmarking-llms-aspect-based-sentiment/)**Tina Munda, Filip Dobranić, Uroš Šmajdek et al.*our summary*
6. **[Charting the European LLM Benchmarking Landscape: A New Taxonomy and Registry](https://md.research.elamur.ai/free/en/papers/vintar-2026-charting-european-llm-benchmarking-landscape/)**Spela Vintar, Mojca Brglez, Taja Kuzman Pungeršek et al.*our summary*
7. **[Cross-Lingual Abstractive Keyphrase Generation for Historical Newspapers ↗](https://aclanthology.org/2026.llms4ssh-1.23/)**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 ↗](https://aclanthology.org/2026.llms4ssh-1.16/)**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 ↗](https://aclanthology.org/2026.llms4ssh-1.7/)**Julia Krasselt, Dolores Lemmenmeier-Batinić, Philipp Dreesen
10. **[Exploring the Use of Large Language Models in Critical Discourse Analysis: A Consensus-Based Pilot Study ↗](https://aclanthology.org/2026.llms4ssh-1.2/)**Emiliano Giovannetti, Francesca Cristiano
11. **[From One-Hot to Semantic Encoding: Entity Embedding for Small and Heterogeneous Digital Humanities Datasets ↗](https://aclanthology.org/2026.llms4ssh-1.15/)**Isabelle Gribomont
12. **[GaelEval: Benchmarking LLM Performance for Scottish Gaelic ↗](https://aclanthology.org/2026.llms4ssh-1.8/)**Peter Devine, William Lamb, Beatrice Alex et al.
13. **[Integrating Knowledge Graphs and Multilingual Scholarly Corpora for Domain-Adaptive LLMs in SSH ↗](https://aclanthology.org/2026.llms4ssh-1.14/)**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 ↗](https://aclanthology.org/2026.llms4ssh-1.4/)**Madalina Chitez, Karla Csuros, Dejana Jelena Milićević et al.
15. **[LLM Evaluation in Practice: A Review of Metrics, Practitioner Insights, and Lessons Learned ↗](https://aclanthology.org/2026.llms4ssh-1.3/)**Roos M. Bakker, Marianne Witte-Schaaphok, Julia García-Fernández et al.
16. **[LLM Probe: Evaluating LLMs for Low-Resource Languages ↗](https://aclanthology.org/2026.llms4ssh-1.24/)**Hailay Kidu Teklehaymanot, Wolfgang Nejdl, Gebrearegawi Gebremariam
17. **[Next Reply Prediction X (NRP-X) Dataset: Linguistic Discrepancies in Naively Generated Content](https://md.research.elamur.ai/free/en/papers/munker-2026-next-reply-prediction-x-nrp/)**Simon Münker, Nils Schwager, Kai Kugler et al.*our summary*
18. **[Quid est VERITAS? A Modular Framework for Archival Document Analysis ↗](https://aclanthology.org/2026.llms4ssh-1.6/)**Leonardo Bassanini, Ludovico Biancardi, Alfio Ferrara et al.
19. **[Reflexive Research with LLMs: Considering the Positionality of Users and Systems](https://md.research.elamur.ai/free/en/papers/smith-2026-reflexive-research-llms-considering-positionality/)**Eleanor L.T. Smith, Luis Morgado da Costa, Antske Fokkens*our summary*
20. **[SACRED: A Faithful Annotated Multimedia Multimodal Multilingual Dataset for Classifying Connectedness Types in Online Spirituality ↗](https://aclanthology.org/2026.llms4ssh-1.13/)**Qinghao Guan, Yuchen Pan, Donghao Li et al.
21. **[Small Can Be Beautiful in LLMs for SSH: a Case for Bulgarian](https://md.research.elamur.ai/free/en/papers/simov-2026-small-can-be-beautiful-llms/)**Kiril 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?](https://md.research.elamur.ai/free/en/papers/pungersek-2026-state-art-text-classification-south/)**Taja Kuzman Pungeršek, Peter Rupnik, Ivan Porupski et al.*our summary*
23. **[Text-only Domain Adaptation for Low-Resource ASR Using Large Language Models ↗](https://aclanthology.org/2026.llms4ssh-1.10/)**William Lamb, Dongge Han, Ondrej Klejch et al.
24. **[Toward Responsible and Epistemically Grounded Multilingual LLMs for Computational Social Science and Humanities ↗](https://aclanthology.org/2026.llms4ssh-1.17/)**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?](https://md.research.elamur.ai/free/en/papers/pungersek-2026-state-art-text-classification-south/) [Shaping Multilingual, Multimodal AI for the Social Sciences and Humanities @ LREC](https://md.research.elamur.ai/free/en/venues/llms4ssh/)**Taja Kuzman Pungeršek, Peter Rupnik, Ivan Porupski, et al.*2026 · 2 citations*
2. **[Benchmarking LLMs for Aspect-Based Sentiment Classification in Slovene Historical Periodicals](https://md.research.elamur.ai/free/en/papers/munda-2026-benchmarking-llms-aspect-based-sentiment/) [Shaping Multilingual, Multimodal AI for the Social Sciences and Humanities @ LREC](https://md.research.elamur.ai/free/en/venues/llms4ssh/)**Tina Munda, Filip Dobranić, Uroš Šmajdek, et al.*2026*
3. **[Next Reply Prediction X (NRP-X) Dataset: Linguistic Discrepancies in Naively Generated Content](https://md.research.elamur.ai/free/en/papers/munker-2026-next-reply-prediction-x-nrp/) [Shaping Multilingual, Multimodal AI for the Social Sciences and Humanities @ LREC](https://md.research.elamur.ai/free/en/venues/llms4ssh/)**Simon Münker, Nils Schwager, Kai Kugler, et al.*2026*
4. **[Small Can Be Beautiful in LLMs for SSH: a Case for Bulgarian](https://md.research.elamur.ai/free/en/papers/simov-2026-small-can-be-beautiful-llms/) [Shaping Multilingual, Multimodal AI for the Social Sciences and Humanities @ LREC](https://md.research.elamur.ai/free/en/venues/llms4ssh/)**Kiril Simov, Nikolay Paev, Petya Osenova, et al.*2026*
5. **[Reflexive Research with LLMs: Considering the Positionality of Users and Systems](https://md.research.elamur.ai/free/en/papers/smith-2026-reflexive-research-llms-considering-positionality/) [Shaping Multilingual, Multimodal AI for the Social Sciences and Humanities @ LREC](https://md.research.elamur.ai/free/en/venues/llms4ssh/)**Eleanor L.T. Smith, Luis Morgado da Costa, Antske Fokkens*2026*
6. **[Charting the European LLM Benchmarking Landscape: A New Taxonomy and Registry](https://md.research.elamur.ai/free/en/papers/vintar-2026-charting-european-llm-benchmarking-landscape/) [Shaping Multilingual, Multimodal AI for the Social Sciences and Humanities @ LREC](https://md.research.elamur.ai/free/en/venues/llms4ssh/)**Spela 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)](https://md.research.elamur.ai/free/en/topics/language-models/) · [Sentiment & emotion (1)](https://md.research.elamur.ai/free/en/topics/sentiment-emotion/) · [Multilingual & cross-lingual NLP (1)](https://md.research.elamur.ai/free/en/topics/multilingual-nlp/) · [Morphology (1)](https://md.research.elamur.ai/free/en/topics/morphology/)

## Fields

[Arts and Humanities (6)](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Computer Science (5)](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [Social Sciences (3)](https://md.research.elamur.ai/free/en/shelves/social-sciences/)

## Top authors

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

[🧑‍🔬**Nikola Ljubešić**2 works here · 2 citations](https://md.research.elamur.ai/free/en/authors/nikola-ljubesic/) · [🧑‍🔬**Taja Kuzman Pungeršek**2 works here · 2 citations](https://md.research.elamur.ai/free/en/authors/taja-kuzman-pungersek/) · [🧑‍🔬**Ivan Porupski**1 work here · 2 citations](https://md.research.elamur.ai/free/en/authors/ivan-porupski/) · [🧑‍🔬**Peter Rupnik**1 work here · 2 citations](https://md.research.elamur.ai/free/en/authors/peter-rupnik/) · [🧑‍🔬**Achim Rettinger**1 work here](https://md.research.elamur.ai/free/en/authors/achim-rettinger/) · [🧑‍🔬**Antske Fokkens**1 work here](https://md.research.elamur.ai/free/en/authors/antske-fokkens/) · [🧑‍🔬**Kai Kugler**1 work here](https://md.research.elamur.ai/free/en/authors/kai-kugler/) · [🧑‍🔬**Kiril Simov**1 work here](https://md.research.elamur.ai/free/en/authors/kiril-simov/) · [🧑‍🔬**Luís Morgado da Costa**1 work here](https://md.research.elamur.ai/free/en/authors/luis-morgado-da-costa/) · [🧑‍🔬**Nikolay Paev**1 work here](https://md.research.elamur.ai/free/en/authors/nikolay-paev/) · [🧑‍🔬**Nils Schwager**1 work here](https://md.research.elamur.ai/free/en/authors/nils-schwager/) · [🧑‍🔬**Petya Osenova**1 work here](https://md.research.elamur.ai/free/en/authors/petya-osenova/)

## Top institutions

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

[🎓**University of Ljubljana** Ljubljana · Slovenia 3 works here](https://md.research.elamur.ai/free/en/universities/university-of-ljubljana/) · [🔬**Institute of Contemporary History** Ljubljana · Slovenia 2 works here](https://md.research.elamur.ai/free/en/labs/institute-of-contemporary-history/) · [🏛️**Bulgarian Academy of Sciences** Sofia · Bulgaria 1 work here](https://md.research.elamur.ai/free/en/government/bulgarian-academy-of-sciences/) · [🔬**Jožef Stefan Institute** Ljubljana · Slovenia 1 work here](https://md.research.elamur.ai/free/en/labs/jozef-stefan-institute/) · [🎓**University of Oxford** Oxford · United Kingdom 1 work here](https://md.research.elamur.ai/free/en/universities/university-of-oxford/) · [🎓**Jožef Stefan International Postgraduate School** Ljubljana · Slovenia 1 work here](https://md.research.elamur.ai/free/en/universities/jozef-stefan-international-postgraduate-school/) · [🔬**Institute of Information and Communication Technologies** Sofia · Bulgaria 1 work here](https://md.research.elamur.ai/free/en/labs/institute-of-information-and-communication-technologies/) · [🎓**Vrije Universiteit Amsterdam** Amsterdam · Netherlands 1 work here](https://md.research.elamur.ai/free/en/universities/vrije-universiteit-amsterdam/) · [🎓**Universität Trier** Trier · Germany 1 work here](https://md.research.elamur.ai/free/en/universities/universitat-trier/)

works and citations from OpenAlex and our library.

- [↑ back to Shaping Multilingual, Multimodal AI for the Social Sciences and Humanities @ LREC](https://md.research.elamur.ai/free/en/venues/llms4ssh/)