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Fairness

3337 directly classified papers

Papers per year

Papers

Bias Detection in Media: Traditional Models vs. Transformers in Analyzing Social Media Coverage of the Israeli-Gaza Conflict COLING 2025
Evaluating Dialect Robustness of Language Models via Conversation Understanding COLING 2025
Toward Fair and Accurate Cross-Domain Medical Image Segmentation: A VLM-Driven Active Domain Adaptation Paradigm ICCV 2025
AI Toolkit: Libraries and Essays for Exploring the Technology and Ethics Behind AI AAAI 2025
From Measurement to Mitigation: Exploring the Transferability of Debiasing Approaches to Gender Bias in Maltese Language Models ACL 2025
Hate in Plain Sight: On the Risks of Moderating AI-Generated Hateful Illusions ICCV 2025
Bias in Gender Bias Benchmarks: How Spurious Features Distort Evaluation ICCV 2025
Colombian Waitresses y Jueces canadienses: Gender and Country Biases in Occupation Recommendations from LLMs ACL 2025
Surface Fairness, Deep Bias: A Comparative Study of Bias in Language Models ACL 2025
EvalAssist: LLM-as-a-Judge Simplified AAAI 2025
Hyderabadi Pearls at Multilingual Counterspeech Generation : HALT : Hate Speech Alleviation using Large Language Models and Transformers COLING 2025
ArGAN: Arabic Gender, Ability, and Nationality Dataset for Evaluating Biases in Large Language Models ACL 2025
GENDEROUS: Machine Translation and Cross-Linguistic Evaluation of a Gender-Ambiguous Dataset ACL 2025
AI Governance and Lessons Learned as an AI Policy Advisor in the United States Senate AAAI 2025
LDPose: Towards Inclusive Human Pose Estimation for Limb-Deficient Individuals in the Wild ICCV 2025
The Mainstays of Trustworthy Machine Learning AAAI 2025
Gender-Neutral Large Language Models for Medical Applications: Reducing Bias in PubMed Abstracts ACL 2025
Joint Scoring Rules: Competition Between Agents Avoids Performative Prediction AAAI 2025
FairTP: A Prolonged Fairness Framework for Traffic Prediction AAAI 2025
Gender Representation Bias Analysis in LLM-Generated Czech and Slovenian Texts ACL 2025
Robust Logit Adjustment for Learning with Long-Tailed Noisy Data AAAI 2025
Searching for Unfairness in Algorithms’ Outputs: Novel Tests and Insights AAAI 2025
JBBQ: Japanese Bias Benchmark for Analyzing Social Biases in Large Language Models ACL 2025
GenWriter: Reducing Gender Cues in Biographies through Text Rewriting ACL 2025
Causal Explanation of Quality of Parent-Child Interactions with Multimodal Behavioral Features (Student Abstract) AAAI 2025