Fairness

GENTRAC: A Tool for Tracing Trauma in Genocide and Mass Atrocity Court Transcripts COLING 2024 Geo-Cultural Representation and Inclusion in Language Technologies COLING 2024 Getting More by Knowing Less: Bayesian Incentive Compatible Mechanisms for Fair Division IJCAI 2024 GIL-GALaD: Gender Inclusive Language - German Auto-Assembled Large Database COLING 2024 Giving Control Back to Models: Enabling Offensive Language Detection Models to Autonomously Identify and Mitigate Biases EMNLP 2024 “Global is Good, Local is Bad?”: Understanding Brand Bias in LLMs EMNLP 2024 GPT is Not an Annotator: The Necessity of Human Annotation in Fairness Benchmark Construction ACL 2024 GRASP: A Disagreement Analysis Framework to Assess Group Associations in Perspectives NAACL 2024 Greedy-Based Online Fair Allocation with Adversarial Input: Enabling Best-of-Many-Worlds Guarantees AAAI 2024 GroningenAnnotatesGaza at the FIGNEWS 2024 Shared Task: Analyzing Bias in Conflict Narratives ACL 2024 Group Fairness in Multilingual Speech Recognition Models NAACL 2024 Group Robust Preference Optimization in Reward-free RLHF NeurIPS 2024 Group-wise oracle-efficient algorithms for online multi-group learning NeurIPS 2024 HarmPot: An Annotation Framework for Evaluating Offline Harm Potential of Social Media Text COLING 2024 HateModerate: Testing Hate Speech Detectors against Content Moderation Policies NAACL 2024 Hate Personified: Investigating the role of LLMs in content moderation EMNLP 2024 Having Beer after Prayer? Measuring Cultural Bias in Large Language Models ACL 2024 Hierarchical Adversarial Correction to Mitigate Identity Term Bias in Toxicity Detection ACL 2024 How Diplomats Dispute: The UN Security Council Conflict Corpus COLING 2024 How Gender Interacts with Political Values: A Case Study on Czech BERT Models COLING 2024 How Susceptible are Large Language Models to Ideological Manipulation? EMNLP 2024 Human Feedback is not Gold Standard ICLR 2024 Humans or LLMs as the Judge? A Study on Judgement Bias EMNLP 2024 Hybrid Sample Synthesis-Based Debiasing of Classifier in Limited Data Setting WACV 2024 I-CEE: Tailoring Explanations of Image Classification Models to User Expertise AAAI 2024