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Fairness

1139 directly classified papers

Papers per year

Papers

Large Language Models are not Fair Evaluators ACL 2024
Measuring Political Bias in Large Language Models: What Is Said and How It Is Said ACL 2024
Don’t Go To Extremes: Revealing the Excessive Sensitivity and Calibration Limitations of LLMs in Implicit Hate Speech Detection ACL 2024
Whose Emotions and Moral Sentiments do Language Models Reflect? ACL 2024
SeeGULL Multilingual: a Dataset of Geo-Culturally Situated Stereotypes ACL 2024
GPT is Not an Annotator: The Necessity of Human Annotation in Fairness Benchmark Construction ACL 2024
Hierarchical Adversarial Correction to Mitigate Identity Term Bias in Toxicity Detection ACL 2024
Unmasking Biases: Exploring Gender Bias in English-Catalan Machine Translation through Tokenization Analysis and Novel Dataset COLING 2024
Instant Messaging Platforms News Multi-Task Classification for Stance, Sentiment, and Discrimination Detection COLING 2024
Characterizing Stereotypical Bias from Privacy-preserving Pre-Training ACL 2024
ViSAGe: A Global-Scale Analysis of Visual Stereotypes in Text-to-Image Generation ACL 2024
Investigating Cultural Alignment of Large Language Models ACL 2024
Optimizing Language Models with Fair and Stable Reward Composition in Reinforcement Learning EMNLP 2024
STAR: SocioTechnical Approach to Red Teaming Language Models EMNLP 2024
Local Contrastive Editing of Gender Stereotypes EMNLP 2024
Twists, Humps, and Pebbles: Multilingual Speech Recognition Models Exhibit Gender Performance Gaps EMNLP 2024
BiasWipe: Mitigating Unintended Bias in Text Classifiers through Model Interpretability EMNLP 2024
“They are uncultured”: Unveiling Covert Harms and Social Threats in LLM Generated Conversations EMNLP 2024
Evaluating Short-Term Temporal Fluctuations of Social Biases in Social Media Data and Masked Language Models EMNLP 2024
The Generation Gap: Exploring Age Bias in the Value Systems of Large Language Models EMNLP 2024
Adaptable Moral Stances of Large Language Models on Sexist Content: Implications for Society and Gender Discourse EMNLP 2024
Different Tastes of Entities: Investigating Human Label Variation in Named Entity Annotations EACL 2024
SemEval-2024 Task 8: Multidomain, Multimodel and Multilingual Machine-Generated Text Detection SEMEVAL 2024
Perceptual Fairness in Image Restoration NIPS 2024
LLMs as Narcissistic Evaluators: When Ego Inflates Evaluation Scores ACL 2024