📰 Workshop on Multilingual Multicultural Evaluation 2026 — accepted papers

Workshop on Multilingual Multicultural Evaluation 2026 is the 2026 edition of the Workshop on Multilingual Multicultural Evaluation, held in Rabat, Morocco, March 2026 (publisher: Association for Computational Linguistics). The ACL Anthology lists 15 papers of it; our library holds 6 with our summaries. Below: the most cited papers, every accepted paper, and ours with their topics, authors and institutions.

📍 Rabat, Morocco · 🗓 March 2026

Most cited papers

By their OpenAlex citations; a paper with our summary links to its page here, the others to the original.

1. LLMs as Span Annotators: A Comparative Study of LLMs and Humans ↗Zdeněk Kasner, Vilém Zouhar, Patrícia Schmidtová et al.3 citations
2. LLM-as-a-qualitative-judge: automating error analysis in natural language generation ↗Nadezhda Chirkova, Tunde Oluwaseyi Ajayi, Seth Aycock et al.1 citation
3. On the Credibility of Evaluating LLMs using Survey Questions ↗Jindřich Libovický1 citation
4. `A Woman is More Culturally Knowledgeable than A Man?': The Effect of Personas on Cultural Norm Interpretation in LLMs ↗Mahammed Kamruzzaman, Hieu Minh Nguyen, Nazmul Hassan et al.1 citation

All accepted papers (15)

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

1. LLMs as Span Annotators: A Comparative Study of LLMs and Humans ↗Zdeněk Kasner, Vilém Zouhar, Patrícia Schmidtová et al.3 citations
2. LLM-as-a-qualitative-judge: automating error analysis in natural language generation ↗Nadezhda Chirkova, Tunde Oluwaseyi Ajayi, Seth Aycock et al.1 citation
3. On the Credibility of Evaluating LLMs using Survey Questions ↗Jindřich Libovický1 citation
4. `A Woman is More Culturally Knowledgeable than A Man?': The Effect of Personas on Cultural Norm Interpretation in LLMs ↗Mahammed Kamruzzaman, Hieu Minh Nguyen, Nazmul Hassan et al.1 citation
5. An improved Code-Switching Detection System for some Indic Languages ↗Karan Bhanushali, Fritz Hohl
6. Conceptual Cultural Index: A Metric for Cultural Specificity via Relative GeneralityTakumi Ohashi, Hitoshi Iyatomiour summary
7. Cross-Lingual Stability of LLM Judges Under Controlled Generation: Evidence from Finno-Ugric Languages ↗Isaac Chung, Linda Freienthal
8. Cross-lingual and cross-country approaches to argument component detection: a comparative study. ↗Cecilia Graiff, Chloé Clavel, Benoît Sagot
9. Generating Difficult-to-Translate TextsVilém Zouhar, Wenda Xu, Parker Riley et al.our summary
10. Leveraging Wikidata for Geographically Informed Sociocultural Bias Dataset Creation: Application to Latin America ↗Yannis Karmim, Renato Pino, Hernan Contreras et al.
11. Query-Following vs Context-Anchoring: How LLMs Handle Cross-Turn Language Switching ↗Kyuhee Kim, Chengheng Li Chen, Anna Sotnikova
12. The Anthropology of Food: How NLP can Help us Unravel the Food cultures of the WorldArij Riabi, Sougata Saha, Monojit Choudhuryour summary
13. UNSC-Bench: Evaluating LLM Diplomatic Role-Playing Through UN Security Council Vote PredictionAyush Nangia, Aman Gokrani, Ruggero Marino Lazzaroniour summary
14. Vinclat: Evaluating Reasoning, Cognition and Culture in One GameMarc Pàmies, Javier Aula-Blasco, Aitor Gonzalez-Agirre et al.our summary
15. Whom to Trust? Analyzing the Divergence Between User Satisfaction and LLM-as-a-Judge in E-Commerce RAG SystemsArif Türkmen, Kaan Efe Keleşour summary

📄 Papers with our summary in our library (6)

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

1. Generating Difficult-to-Translate TextsWorkshop on Multilingual Multicultural EvaluationVilém Zouhar, Wenda Xu, Parker Riley, et al.2026 · 3 citations
2. UNSC-Bench: Evaluating LLM Diplomatic Role-Playing Through UN Security Council Vote PredictionWorkshop on Multilingual Multicultural EvaluationAyush Nangia, Aman Gokrani, Ruggero Marino Lazzaroni2026
3. Conceptual Cultural Index: A Metric for Cultural Specificity via Relative GeneralityWorkshop on Multilingual Multicultural EvaluationTakumi Ohashi, Hitoshi Iyatomi2026
4. Vinclat: Evaluating Reasoning, Cognition and Culture in One GameWorkshop on Multilingual Multicultural EvaluationMarc Pàmies, Javier Aula-Blasco, Aitor Gonzalez-Agirre, et al.2026
5. The Anthropology of Food: How NLP can Help us Unravel the Food cultures of the WorldWorkshop on Multilingual Multicultural EvaluationArij Riabi, Sougata Saha, Monojit Choudhury2026
6. Whom to Trust? Analyzing the Divergence Between User Satisfaction and LLM-as-a-Judge in E-Commerce RAG SystemsWorkshop on Multilingual Multicultural EvaluationArif Türkmen, Kaan Efe Keleş2026

🧭 Top topics

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

🧠Language models & pretraining (2)🧮Reasoning (1)

📚 Fields

🎭Arts and Humanities (6)🖥️Computer Science (5)🤝Social Sciences (2)🌾Agricultural and Biological Sciences (1)💭Psychology (1)

🧑‍🔬 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.

🎓Hosei UniversityTokyo · Japan1 work here🔬Barcelona Supercomputing CenterBarcelona · Spain1 work here🎓ETH ZurichZurich · Switzerland1 work here

Place and dates from the event's site or the ACL Anthology; works and citations from OpenAlex and our library.

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