Fairness

Consistent Multiclass Algorithms for Complex Metrics and Constraints JMLR 2024 ConStat: Performance-Based Contamination Detection in Large Language Models NeurIPS 2024 Constrained Diffusion Models via Dual Training NeurIPS 2024 Context-aware Adversarial Attack on Named Entity Recognition EACL 2024 ContextCite: Attributing Model Generation to Context NeurIPS 2024 Continual Learning in the Presence of Spurious Correlations: Analyses and a Simple Baseline ICLR 2024 Contrastive Learning as a Polarizer: Mitigating Gender Bias by Fair and Biased sentences NAACL 2024 Copycats: the many lives of a publicly available medical imaging dataset NeurIPS 2024 Corpus Development Based on Conflict Structures in the Security Field and LLM Bias Verification EMNLP 2024 Counterfactual Fairness by Combining Factual and Counterfactual Predictions NeurIPS 2024 Countering Hateful and Offensive Speech Online - Open Challenges EMNLP 2024 Covert Bias: The Severity of Social Views’ Unalignment in Language Models Towards Implicit and Explicit Opinion EMNLP 2024 Cross-Care: Assessing the Healthcare Implications of Pre-training Data on Language Model Bias NeurIPS 2024 Culturally-aware Image Captioning IJCAI 2024 Curation of Benchmark Templates for Measuring Gender Bias in Named Entity Recognition Models COLING 2024 CURE4Rec: A Benchmark for Recommendation Unlearning with Deeper Influence NeurIPS 2024 Cutting the Black Box: Conceptual Interpretation of a Deep Neural Net with Multi-Modal Embeddings and Multi-Criteria Decision Aid IJCAI 2024 D3CODE: Disentangling Disagreements in Data across Cultures on Offensiveness Detection and Evaluation EMNLP 2024 DAFA: Distance-Aware Fair Adversarial Training ICLR 2024 DAIC-WOZ: On the Validity of Using the Therapist’s prompts in Automatic Depression Detection from Clinical Interviews NAACL 2024 Data-Centric Explainable Debiasing for Improving Fairness in Pre-trained Language Models ACL 2024 Data Contamination Can Cross Language Barriers EMNLP 2024 Debiasing Algorithm through Model Adaptation ICLR 2024 Debiasing Attention Mechanism in Transformer without Demographics ICLR 2024 Debiasing Evaluations That Are Biased by Evaluations JMLR 2024