Cultural Bias in Language Models

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  1. Tastes without distinction: silicon samples and the synthetic construction of tastes

    Jun 29, 2026Xiangyu Ma, Mengmi Zhang, Shannon Ang +1Synthetic Data GenerationCultural Bias in Language Models

  2. The Language Blind Spot: How Query Language and Brand Recognition Tier Shape AI-Constructed Brand Reputation Across Twelve European Languages

    Jun 22, 2026Dmitrij ŻatuchinCultural Bias in Language ModelsLinguistic Bias in Language Models

  3. Same question, different history: language, national identity, and credit in large language models

    Jun 22, 2026William Guey, Pierrick Bougault, Wei Zhang +2Social Bias in Language ModelsCultural Bias in Language Models

  4. Plurification in/of language technology -- The integration of culture in next-generation AI

    Jun 20, 2026Gertraud Koch, Fausto GiunchigliaCultural AlignmentCultural Bias in Language Models

  5. Steerable Cultural Preference Optimization of Reward Models

    Jun 17, 2026Minsik Oh, Advit Deepak, Sophie Wu +2Reward ModelingCultural Bias in Language Models

  6. LLMs Infer Cultural Context but Fail to Apply It When Responding

    Jun 16, 2026Yisong Miao, Jian Zhu, Vered ShwartzPragmatic Reasoning in Language ModelsCultural Bias in Language Models

  7. AmchiBias: Measuring Stereotypical Bias in Goan Identity Groups with a Minimal Pair Dataset in English and Konkani

    Jun 13, 2026Michelle Barbosa, Sebastian Padó, Franziska WeeberMultilingual Language Model EvaluationCultural Bias in Language Models

  8. Characterizing Cultural Localization in AI-Generated Stories

    Jun 12, 2026Shaily Bhatt, Supriti Vijay, Jeremiah Milbauer +1Cultural Bias in Language ModelsLanguage Model Bias Evaluation

  9. Jury Duty: Calibration and Orientation Failures in MLLM-as-a-Judge Under Cultural Ambiguity

    Jun 12, 2026Daniel Lee, Harsh Sharma, Eunkyu Park +5LLM-as-a-JudgeLanguage Model Calibration

  10. The Culture Funnel: You Can't Align What isn't in the Data

    Jun 11, 2026Ananya Sahu, Mehrnaz Mofakhami, Daniel D'Souza +3Cultural AlignmentCultural Bias in Language Models

  11. Mod-Guide: An LLM-based Content Moderation Feedback System to Address Insensitive Speech toward Indigenous Ethnic and Religious Minority Communities

    Jun 11, 2026Dipto Das, Achhiya Sultana, Ankit Singh Chauhan +5Content ModerationCultural Bias in Language Models

  12. Scenario-based Probing and Steering Cultural Values in Large Language Models--Extended Version

    Jun 9, 2026Trung Duc Anh Dang, Tung Kieu, Sarah MasudLanguage Model SteeringCultural Alignment

  13. Who Brought Easter Eggs to Eid? Auditing LLM-Generated Cultural Translation of Math Word Problems Across Languages and Regions

    Jun 9, 2026Parisa Suchdev, Juniper LovatoMultilingual Language Model EvaluationCultural Bias in Language Models

  14. CCBENCH: Assessing LLM Cultural Competence via Implicitly Signaled Norms using Health Queries

    Jun 8, 2026Vasudha Varadarajan, Akhila Yerukola, Mona T. Diab +1LLM EvaluationCultural Bias in Language Models

  15. CultureForest: Understanding and Evaluating Cultural Norm Grounded Reasoning in LLMs

    Jun 1, 2026Yangfan Ye, Xiaocheng Feng, Jialong Tang +5LLM EvaluationCultural Bias in Language Models

  16. IndoBias: A Dual Track Culturally Grounded Benchmark for LLMs Bias Evaluation in Indonesian Languages

    May 31, 2026Ikhlasul Akmal Hanif, Muhammad Falensi Azmi, Filbert Aurelian Tjiaranata +2Multilingual Language Model EvaluationCultural Bias in Language Models

  17. Anchoring LLM Gender Bias to Human Baselines: A Cross-Lingual Audit

    May 29, 2026Jiwoo Choi, Seonwoo Ahn, Tongxin Zhang +1Gender Bias in Language ModelsMultilingual Language Model Evaluation

  18. When English Rewrites Local Knowledge: Global Narrative Dominance in Large Language Models

    May 28, 2026Md Arid Hasan, Ruwad Naswan, Farhan Samir +2Multilingual Language Model EvaluationLLM Grounding

  19. ExCAM: Explainable Cultural Awareness Metrics

    May 28, 2026Christoph Leiter, Haiyue Song, Hour Kaing +4LLM EvaluationLanguage Model Generation Evaluation

  20. Cultural Binding Heads in Language Models

    May 27, 2026Avrile Floro, Luca BenedettoLLM InterpretabilityCultural Bias in Language Models

  21. Insidious by Design: Implications of Large Language Model algorithmic bias for the Global South

    May 26, 2026Sioux McKenna, Nompilo TshumaGender Bias in Language ModelsCultural Bias in Language Models

  22. JuICE: A Benchmark for Evaluating LLM-Judge in Identifying Cultural Errors

    May 26, 2026Jiho Jin, Junho Myung, Juhyun Oh +5Multilingual Language Model EvaluationLLM-as-a-Judge

  23. Cross-Lingual Consensus: Aligning Multilingual Cultural Knowledge via Multilingual Self-Consistency

    May 21, 2026Andrew Ivan Soegeng, Patrick Sutanto, Tan Sang NguyenCultural Bias in Language ModelsCultural Knowledge in Language Models