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Fairness

3,511 papers

Papers per year

251
692
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'25

Papers

FanarGuard: A Culturally-Aware Moderation Filter for Arabic Language Models EACL 2026
Do Psychometric Tests Work for Large Language Models? Evaluation of Tests on Sexism, Racism, and Morality EACL 2026
CAIRE: Cultural Attribution of Images with Retrieval EACL 2026
SAFARI: A Community-Engaged Approach and Dataset of Stereotype Resources in the Sub-Saharan African Context EACL 2026
MiSCHiEF: A Benchmark in Minimal-Pairs of Safety and Culture for Holistic Evaluation of Fine-Grained Image-Caption Alignment EACL 2026
Analysing LLM Persona Generation and Fairness Interpretation in Polarised Geopolitical Contexts EACL 2026
Beyond Bias Scores: Unmasking Vacuous Neutrality in Small Language Models EACL 2026
Colorism in Multimodal AI: An Empirical Exploration of Socioeconomic Linguistic Bias in Text-to-Image Generation EACL 2026
How Important is ‘Perfect’ English for Machine Translation Prompts? EACL 2026
Shifting Perspectives: Steering Vectors for Robust Bias Mitigation in LLMs EACL 2026
On the Interplay between Human Label Variation and Model Fairness EACL 2026
Hire Your Anthropologist! Rethinking Culture Benchmarks Through an Anthropological Lens EACL 2026
Don’t Judge Code by Its Cover: Exploring Biases in LLM Judges for Code Evaluation EACL 2026
Bias in the Ear of the Listener: Assessing Sensitivity in Audio Language Models Across Linguistic, Demographic, and Positional Variations EACL 2026
Investigating Gender Stereotypes in Large Language Models via Social Determinants of Health EACL 2026
Ask Me Again Differently: GRAS for Measuring Bias in Vision Language Models on Gender, Race, Age, and Skin Tone EACL 2026
QueerGen: How LLMs Reflect Societal Norms on Gender and Sexuality in Sentence Completion Task EACL 2026
Power Asymmetries, Bias, and AI, a Reflection of Society on Low-Resourced Languages - African Languages as Case Study EACL 2026
Discourses of Prevention: A Multimodal Study of HPV Vaccination Campaigns in Italy EACL 2026
Position: Biomedical NLP Demands Specialization, Not Generalization EACL 2026
Invisible Speakers? Gender Disparity in German AI Discourse and Its Reflection in Language Models EACL 2026
GlobLingDiv: A global dataset linking linguistic diversity and digital support to reveal landscapes with under-resourced languages for NLP EACL 2026
The Indonesian Religiolect Corpus: Data Curation for Muslim, Protestant, and Catholic Language Varieties EACL 2026
Conceptual Cultural Index: A Metric for Cultural Specificity via Relative Generality EACL 2026
Leveraging Wikidata for Geographically Informed Sociocultural Bias Dataset Creation: Application to Latin America EACL 2026