📰 Workshop on Stereotypes Across Cultures in Language Technologies 2026 — accepted papers

Workshop on Stereotypes Across Cultures in Language Technologies 2026 is the 2026 edition of the Workshop on Stereotypes Across Cultures in Language Technologies, held in San Diego, California, United States, July 2026 (publisher: Association for Computational Linguistics). The ACL Anthology lists 12 papers of it; our library holds 5 with our summaries. Below: the most cited papers, every accepted paper, and ours with their topics, authors and institutions.

📍 San Diego, California, United States · 🗓 July 2026

All accepted papers (12)

The most cited first; 5 with our summary link to their page here, the others to the original.

1. AmchiBias: Measuring Stereotypical Bias in Goan Identity Groups with a Minimal Pair Dataset in English and Konkani ↗Michelle Barbosa, Sebastian Padó, Franziska Weeber
2. Controlling Cross-Lingual Answer Distributions in Language Models: Enabling Transfer of Factual Preferences ↗Lukas Ellinger, Alexander Manev, Georg Groh
3. Counterfactual Auditing of Cross-Cultural Variation in LLM-Generated Medical Advice ↗Hyunwoo Yoo, Gail Rosen
4. CrowS-Pairs-NL: A Benchmark to Evaluate Dutch Stereotype Bias in LLMsJens van der Weide, Dong Nguyen, Marianne Schaaphok et al.our summary
5. Exploratory As-Analyzed No-Detection of Culturally-Marked Predicate-Triggered PII Amplification in a Synthetic-English RAG Probe: A Predicate-Resource-Confounded Audit ↗Yanhang Li, Zhichao Fan, Zexin Zhuang
6. IndicSteer: Inference-Time Safety Steering for Indic LLMsRuhaib Muhammad, Saahas Vijayalakshmi Rajaram, Suriya Priyan Durairajour summary
7. Lost in Translation: Cross-Cultural Bias in LLM-Assisted Medical Symptom Interpretation ↗Yuting Tian, Salar Khaleghzadegan, Benjamin Huh et al.
8. Measuring Semantic Flow Without Direction: A Rhizomatic Protocol for Stereotype Translation in Cross-Cultural Language Technology ↗Gustavo Aviña Cerecer
9. Signals Are Not States: Neuro-Symbolic Safeguards for Culturally Aware Classroom AISina Bagheri Nezhadour summary
10. Stereotyped by Silence: How LLMs Erase Northeast Indian Languages Through Omission and Orthographic CorruptionBadal Nyalangour summary
11. Translation Is Not Representation: English-Hub Routing in Cross-Lingual Bias Benchmarks ↗Hak Hyun Kim, Benjamin Huh
12. Whose Pragmatics? Cultural Grounding as a Bottleneck for Stereotype Detection in Egyptian Arabic Social MediaSamar A. Assemour summary

📄 Papers with our summary in our library (5)

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

1. CrowS-Pairs-NL: A Benchmark to Evaluate Dutch Stereotype Bias in LLMsWorkshop on Stereotypes Across Cultures in Language TechnologiesJens van der Weide, Dong Nguyen, Marianne Schaaphok, et al.2026 · 1 citation
2. Whose Pragmatics? Cultural Grounding as a Bottleneck for Stereotype Detection in Egyptian Arabic Social MediaWorkshop on Stereotypes Across Cultures in Language TechnologiesSamar A. Assem2026
3. IndicSteer: Inference-Time Safety Steering for Indic LLMsWorkshop on Stereotypes Across Cultures in Language TechnologiesRuhaib Muhammad, Saahas Vijayalakshmi Rajaram, Suriya Priyan Durairaj2026
4. Signals Are Not States: Neuro-Symbolic Safeguards for Culturally Aware Classroom AIWorkshop on Stereotypes Across Cultures in Language TechnologiesBagheri Nezhad, Sina2026
5. Stereotyped by Silence: How LLMs Erase Northeast Indian Languages Through Omission and Orthographic CorruptionWorkshop on Stereotypes Across Cultures in Language TechnologiesBadal Nyalang2026

🧭 Top topics

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

🧠Language models & pretraining (3)🛡️Bias, fairness & safety (3)📏Evaluation & benchmarks (1)Semitic languages (1)

📚 Fields

🖥️Computer Science (5)🤝Social Sciences (5)🎭Arts and Humanities (2)⚙️Engineering (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.

🎓Utrecht UniversityUtrecht · Netherlands1 work here🎓Alexandria UniversityAlexandria · Egypt1 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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