Fairness

Countering Hateful and Offensive Speech Online - Open Challenges EMNLP 2024 CUET_Binary_Hackers@DravidianLangTech EACL2024: Hate and Offensive Language Detection in Telugu Code-Mixed Text Using Sentence Similarity BERT EACL 2024 Cultural Conditioning or Placebo? On the Effectiveness of Socio-Demographic Prompting EMNLP 2024 CulturePark: Boosting Cross-cultural Understanding in Large Language Models NeurIPS 2024 DALD: Improving Logits-based Detector without Logits from Black-box LLMs NeurIPS 2024 Debiasing Large Language Models with Structured Knowledge ACL 2024 Debiasing Text Safety Classifiers through a Fairness-Aware Ensemble EMNLP 2024 Demystifying Algorithmic Fairness in an Uncertain World AAAI 2024 Did the Names I Used within My Essay Affect My Score? Diagnosing Name Biases in Automated Essay Scoring EACL 2024 Different Tastes of Entities: Investigating Human Label Variation in Named Entity Annotations EACL 2024 Discovering and Mitigating Biases in CLIP-Based Image Editing WACV 2024 Discovering and Mitigating Visual Biases through Keyword Explanation CVPR 2024 Discovering Biases in Information Retrieval Models Using Relevance Thesaurus as Global Explanation EMNLP 2024 Disentangling Dialect from Social Bias via Multitask Learning to Improve Fairness ACL 2024 Do Counterfactually Fair Image Classifiers Satisfy Group Fairness? -- A Theoretical and Empirical Study NeurIPS 2024 Does Context Help Mitigate Gender Bias in Neural Machine Translation? EMNLP 2024 Does Egalitarian Fairness Lead to Instability? The Fairness Bounds in Stable Federated Learning Under Altruistic Behaviors NeurIPS 2024 Do Large Language Models Discriminate in Hiring Decisions on the Basis of Race, Ethnicity, and Gender? ACL 2024 Don’t Go To Extremes: Revealing the Excessive Sensitivity and Calibration Limitations of LLMs in Implicit Hate Speech Detection ACL 2024 Down the Toxicity Rabbit Hole: A Framework to Bias Audit Large Language Models with Key Emphasis on Racism, Antisemitism, and Misogyny IJCAI 2024 Empirical Likelihood for Fair Classification ICLR 2024 Enhancing Distributional Stability among Sub-populations AISTATS 2024 Enhancing Intrinsic Features for Debiasing via Investigating Class-Discerning Common Attributes in Bias-Contrastive Pair CVPR 2024 Evaluating Biases in Context-Dependent Sexual and Reproductive Health Questions EMNLP 2024 Evaluating Gender Bias of LLMs in Making Morality Judgements EMNLP 2024