Fairness

Debiasing Large Language Models with Structured Knowledge ACL 2024 Debiasing Multi-Entity Aspect-Based Sentiment Analysis with Norm-Based Data Augmentation COLING 2024 Debiasing Text Safety Classifiers through a Fairness-Aware Ensemble EMNLP 2024 Debiasing with Sufficient Projection: A General Theoretical Framework for Vector Representations NAACL 2024 Deceptive Fairness Attacks on Graphs via Meta Learning ICLR 2024 Decoding Ableism in Large Language Models: An Intersectional Approach EMNLP 2024 Delving into Qualitative Implications of Synthetic Data for Hate Speech Detection EMNLP 2024 Demystifying Algorithmic Fairness in an Uncertain World AAAI 2024 Demystifying Local & Global Fairness Trade-offs in Federated Learning Using Partial Information Decomposition ICLR 2024 DeNetDM: Debiasing by Network Depth Modulation NeurIPS 2024 DENEVIL: TOWARDS DECIPHERING AND NAVIGATING THE ETHICAL VALUES OF LARGE LANGUAGE MODELS VIA INSTRUCTION LEARNING ICLR 2024 Detecting and Mitigating LGBTQIA+ Bias in Large Norwegian Language Models ACL 2024 Detecting Gender Discrimination on Actor Level Using Linguistic Discourse Analysis ACL 2024 Detecting LLM-Assisted Cheating on Open-Ended Writing Tasks on Language Proficiency Tests EMNLP 2024 DetectRL: Benchmarking LLM-Generated Text Detection in Real-World Scenarios NeurIPS 2024 Did the Names I Used within My Essay Affect My Score? Diagnosing Name Biases in Automated Essay Scoring EACL 2024 DiG-IN: Diffusion Guidance for Investigating Networks - Uncovering Classifier Differences Neuron Visualisations and Visual Counterfactual Explanations CVPR 2024 Disagreeable, Slovenly, Honest and Un-named Women? Investigating Gender Bias in English Educational Resources by Extending Existing Gender Bias Taxonomies ACL 2024 Discover and Mitigate Multiple Biased Subgroups in Image Classifiers CVPR 2024 Discovering and Mitigating Biases in CLIP-Based Image Editing WACV 2024 Discovering and Mitigating Indirect Bias in Attention-Based Model Explanations NAACL 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 Disentangling Length from Quality in Direct Preference Optimization ACL 2024