conftrace_

cultural bia

78 papers

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Co-occurring keywords

large language model (13587) vision-language model (2348) bias detection (419) benchmark evaluation (1556) multilingual nlp (1426) fairness evaluation (118) gender bia (435) multilingual evaluation (104) multilingual model (925) cross-cultural analysis (43)

Papers

A Diagnostic Framework for Auditing Reference-Free Vision-Language Metrics AACL 2025
Uncovering Cultural Representation Disparities in Vision-Language Models AACL 2025
To Generate or Discriminate? Methodological Considerations for Measuring Cultural Alignment in LLMs IJCNLP 2025
Uncovering Cultural Representation Disparities in Vision-Language Models IJCNLP 2025
Beyond the Rubric: Cultural Misalignment in LLM Benchmarks for Sexual and Reproductive Health IJCNLP 2025
A Diagnostic Framework for Auditing Reference-Free Vision-Language Metrics IJCNLP 2025
Meta-Cultural Competence: Climbing the Right Hill of Cultural Awareness NAACL 2025
Presumed Cultural Identity: How Names Shape LLM Responses EMNLP 2025
Does Mapo Tofu Contain Coffee? Probing LLMs for Food-related Cultural Knowledge NAACL 2025
JAWAHER: A Multidialectal Dataset of Arabic Proverbs for LLM Benchmarking NAACL 2025
RusCode: Russian Cultural Code Benchmark for Text-to-Image Generation NAACL 2025
Towards Region-aware Bias Evaluation Metrics NAACL 2025
CultureInstruct: Curating Multi-Cultural Instructions at Scale NAACL 2025
Beyond Words: Exploring Cultural Value Sensitivity in Multimodal Models NAACL 2025
The Literary Canons of Large-Language Models: An Exploration of the Frequency of Novel and Author Generations Across Gender, Race and Ethnicity, and Nationality NAACL 2025
CuRe: Cultural Gaps in the Long Tail of Text-to-Image Systems ICCV 2025
Biased Tales: Cultural and Topic Bias in Generating Children’s Stories EMNLP 2025
Mind the Gesture: Evaluating AI Sensitivity to Culturally Offensive Non-Verbal Gestures ACL 2025
Interesting Culture: Social Relation Recognition from Videos via Culture De-confounding EMNLP 2025
Seeing Symbols, Missing Cultures: Probing Vision-Language Models’ Reasoning on Fire Imagery and Cultural Meaning EMNLP 2025
CVLUE: A New Benchmark Dataset for Chinese Vision-Language Understanding Evaluation AAAI 2025
Cultural Bias Matters: A Cross-Cultural Benchmark Dataset and Sentiment-Enriched Model for Understanding Multimodal Metaphors ACL 2025
John vs. Ahmed: Debate-Induced Bias in Multilingual LLMs ACL 2024
CultureLLM: Incorporating Cultural Differences into Large Language Models NIPS 2024
Vision-Language Models under Cultural and Inclusive Considerations ACL 2024