Responsible AI

EHR Safari: Data is Contextual MLHC 2022 Ethical Considerations for Low-resourced Machine Translation ACL 2022 Ethics consideration sections in natural language processing papers EMNLP 2022 Ethics Sheets for AI Tasks ACL 2022 Evaluating and Mitigating Inherent Linguistic Bias of African American English through Inference COLING 2022 Explaining Toxic Text via Knowledge Enhanced Text Generation NAACL 2022 ExSum: From Local Explanations to Model Understanding NAACL 2022 Extracted BERT Model Leaks More Information than You Think! EMNLP 2022 Fair and Argumentative Language Modeling for Computational Argumentation ACL 2022 Fair Infinitesimal Jackknife: Mitigating the Influence of Biased Training Data Points Without Refitting NeurIPS 2022 FairLex: A Multilingual Benchmark for Evaluating Fairness in Legal Text Processing ACL 2022 FairLib: A Unified Framework for Assessing and Improving Fairness EMNLP 2022 Fairness-Aware Adversarial Perturbation Towards Bias Mitigation for Deployed Deep Models CVPR 2022 Fairness Guarantees under Demographic Shift ICLR 2022 Fairness Interventions as (Dis)Incentives for Strategic Manipulation ICML 2022 Faithful to the Document or to the World? Mitigating Hallucinations via Entity-Linked Knowledge in Abstractive Summarization EMNLP 2022 Flexible Accuracy for Differential Privacy AISTATS 2022 Flexible text generation for counterfactual fairness probing NAACL 2022 Free speech or Free Hate Speech? Analyzing the Proliferation of Hate Speech in Parler NAACL 2022 Gendered Mental Health Stigma in Masked Language Models EMNLP 2022 Geographic Citation Gaps in NLP Research EMNLP 2022 Handling and Presenting Harmful Text in NLP Research EMNLP 2022 HERB: Measuring Hierarchical Regional Bias in Pre-trained Language Models AACL 2022 How Gender Debiasing Affects Internal Model Representations, and Why It Matters NAACL 2022 How Large Language Models are Transforming Machine-Paraphrase Plagiarism EMNLP 2022