Fairness

DALL-Eval: Probing the Reasoning Skills and Social Biases of Text-to-Image Generation Models ICCV 2023 D-CALM: A Dynamic Clustering-based Active Learning Approach for Mitigating Bias ACL 2023 DeAR: Debiasing Vision-Language Models With Additive Residuals CVPR 2023 Debiasing Pretrained Generative Models by Uniformly Sampling Semantic Attributes NeurIPS 2023 Debiasing should be Good and Bad: Measuring the Consistency of Debiasing Techniques in Language Models ACL 2023 Debunking Biases in Attention ACL 2023 DecodingTrust: A Comprehensive Assessment of Trustworthiness in GPT Models NeurIPS 2023 Deep Learning on a Healthy Data Diet: Finding Important Examples for Fairness AAAI 2023 DeTexD: A Benchmark Dataset for Delicate Text Detection ACL 2023 Dialect-robust Evaluation of Generated Text ACL 2023 Discover and Cure: Concept-aware Mitigation of Spurious Correlation ICML 2023 Disparate Impact in Differential Privacy from Gradient Misalignment ICLR 2023 DLAMA: A Framework for Curating Culturally Diverse Facts for Probing the Knowledge of Pretrained Language Models ACL 2023 Does BERT Exacerbate Gender or L1 Biases in Automated English Speaking Assessment? ACL 2023 Dragonfly_captain at SemEval-2023 Task 11: Unpacking Disagreement with Investigation of Annotator Demographics and Task Difficulty SemEval 2023 Ecosystem-level Analysis of Deployed Machine Learning Reveals Homogeneous Outcomes NeurIPS 2023 Entity-Based Evaluation of Political Bias in Automatic Summarization EMNLP 2023 Equi-Tuning: Group Equivariant Fine-Tuning of Pretrained Models AAAI 2023 Evaluating the Diversity, Equity, and Inclusion of NLP Technology: A Case Study for Indian Languages EACL 2023 Everyone’s Voice Matters: Quantifying Annotation Disagreement Using Demographic Information AAAI 2023 Exploiting Biased Models to De-bias Text: A Gender-Fair Rewriting Model ACL 2023 Exploring Sources of Racial Bias in Automatic Speech Recognition through the Lens of Rhythmic Variation Interspeech 2023 Exploring Why Object Recognition Performance Degrades Across Income Levels and Geographies with Factor Annotations NeurIPS 2023 Fair Division with Prioritized Agents AAAI 2023 Fair Enough: Standardizing Evaluation and Model Selection for Fairness Research in NLP EACL 2023