gender bia

What the Harm? Quantifying the Tangible Impact of Gender Bias in Machine Translation with a Human-centered Study EMNLP 2024 Who is better at math, Jenny or Jingzhen? Uncovering Stereotypes in Large Language Models EMNLP 2024 Whose wife is it anyway? Assessing bias against same-gender relationships in machine translation ACL 2024 WinoPron: Revisiting English Winogender Schemas for Consistency, Coverage, and Grammatical Case EMNLP 2024 “You Gotta be a Doctor, Lin” : An Investigation of Name-Based Bias of Large Language Models in Employment Recommendations EMNLP 2024 A Multi-dimensional study on Bias in Vision-Language models ACL 2023 An Empirical Analysis of Parameter-Efficient Methods for Debiasing Pre-Trained Language Models ACL 2023 Are fairness metric scores enough to assess discrimination biases in machine learning? ACL 2023 Are Fairy Tales Fair? Analyzing Gender Bias in Temporal Narrative Event Chains of Children’s Fairy Tales ACL 2023 A Rose by Any Other Name would not Smell as Sweet: Social Bias in Names Mistranslation EMNLP 2023 Artificial Intelligence, Bias, and Ethics IJCAI 2023 A Survey on Zero Pronoun Translation ACL 2023 A Tale of Pronouns: Interpretability Informs Gender Bias Mitigation for Fairer Instruction-Tuned Machine Translation EMNLP 2023 Bias Beyond English: Counterfactual Tests for Bias in Sentiment Analysis in Four Languages ACL 2023 CHBias: Bias Evaluation and Mitigation of Chinese Conversational Language Models ACL 2023 Comparing Intrinsic Gender Bias Evaluation Measures without using Human Annotated Examples EACL 2023 Counter-GAP: Counterfactual Bias Evaluation through Gendered Ambiguous Pronouns EACL 2023 Cross-Cultural Analysis of Human Values, Morals, and Biases in Folk Tales EMNLP 2023 DALL-Eval: Probing the Reasoning Skills and Social Biases of Text-to-Image Generation Models ICCV 2023 Deep Learning on a Healthy Data Diet: Finding Important Examples for Fairness AAAI 2023 DiFair: A Benchmark for Disentangled Assessment of Gender Knowledge and Bias EMNLP 2023 Does BERT Exacerbate Gender or L1 Biases in Automated English Speaking Assessment? ACL 2023 Evaluating Bias and Fairness in Gender-Neutral Pretrained Vision-and-Language Models EMNLP 2023 Exploiting Biased Models to De-bias Text: A Gender-Fair Rewriting Model ACL 2023 “Fifty Shades of Bias”: Normative Ratings of Gender Bias in GPT Generated English Text EMNLP 2023