Fairness

From Pseudorandomness to Multi-Group Fairness and Back COLT 2023 Gender Artifacts in Visual Datasets ICCV 2023 Gender Biases in Automatic Evaluation Metrics for Image Captioning EMNLP 2023 Gender-Inclusive Grammatical Error Correction through Augmentation ACL 2023 Gender-tuning: Empowering Fine-tuning for Debiasing Pre-trained Language Models ACL 2023 Generalized Disparate Impact for Configurable Fairness Solutions in ML ICML 2023 Generalized Logit Adjustment: Calibrating Fine-tuned Models by Removing Label Bias in Foundation Models NeurIPS 2023 Generative Adversarial Training with Perturbed Token Detection for Model Robustness EMNLP 2023 Generative Bias for Robust Visual Question Answering CVPR 2023 GeoDE: a Geographically Diverse Evaluation Dataset for Object Recognition NeurIPS 2023 Geographical Erasure in Language Generation EMNLP 2023 GIVL: Improving Geographical Inclusivity of Vision-Language Models With Pre-Training Methods CVPR 2023 GlobalBench: A Benchmark for Global Progress in Natural Language Processing EMNLP 2023 Globally-Consistent Rule-Based Summary-Explanations for Machine Learning Models: Application to Credit-Risk Evaluation JMLR 2023 Global Voices, Local Biases: Socio-Cultural Prejudices across Languages EMNLP 2023 Good Is Bad: Causality Inspired Cloth-Debiasing for Cloth-Changing Person Re-Identification CVPR 2023 Goodtriever: Adaptive Toxicity Mitigation with Retrieval-augmented Models EMNLP 2023 Group Fairness in Peer Review NeurIPS 2023 Group Fairness in Set Packing Problems IJCAI 2023 Group Robust Classification Without Any Group Information NeurIPS 2023 GTA: Gated Toxicity Avoidance for LM Performance Preservation EMNLP 2023 Harmful Language Datasets: An Assessment of Robustness ACL 2023 Hey, Siri! Why Are You Biased against Women? (Student Abstract) AAAI 2023 HiBug: On Human-Interpretable Model Debug NeurIPS 2023 Hi Guys or Hi Folks? Benchmarking Gender-Neutral Machine Translation with the GeNTE Corpus EMNLP 2023