Responsible AI

Eliciting Bias in Question Answering Models through Ambiguity EMNLP 2021 Evaluation of Summarization Systems across Gender, Age, and Race EMNLP 2021 Fair Classification with Noisy Protected Attributes: A Framework with Provable Guarantees ICML 2021 Gender and Representation Bias in GPT-3 Generated Stories NAACL 2021 Gender Bias in Text: Origin, Taxonomy, and Implications ACL 2021 Guiding Principles for Participatory Design-inspired Natural Language Processing ACL 2021 Harms of Gender Exclusivity and Challenges in Non-Binary Representation in Language Technologies EMNLP 2021 HULK: An Energy Efficiency Benchmark Platform for Responsible Natural Language Processing EACL 2021 Human-in-the-Loop for Data Collection: a Multi-Target Counter Narrative Dataset to Fight Online Hate Speech ACL 2021 Identifying Automatically Generated Headlines using Transformers NAACL 2021 Improving Factual Consistency Between a Response and Persona Facts EACL 2021 Improving Reproducibility in Machine Learning Research(A Report from the NeurIPS 2019 Reproducibility Program) JMLR 2021 InfoBERT: Improving Robustness of Language Models from An Information Theoretic Perspective ICLR 2021 Intrinsic Bias Metrics Do Not Correlate with Application Bias ACL 2021 ‘Just What do You Think You’re Doing, Dave?’ A Checklist for Responsible Data Use in NLP EMNLP 2021 Keynote Abstract: Machine Learning in Conflict Studies: Reflections on Ethics, Collaboration, and Ongoing Challenges ACL 2021 Label-Only Membership Inference Attacks ICML 2021 Learning Disentangled Representation for Fair Facial Attribute Classification via Fairness-aware Information Alignment AAAI 2021 Learning Self-Consistency for Deepfake Detection ICCV 2021 Learning with Selective Forgetting IJCAI 2021 Let-Mi: An Arabic Levantine Twitter Dataset for Misogynistic Language EACL 2021 Leveraging Community and Author Context to Explain the Performance and Bias of Text-Based Deception Detection Models NAACL 2021 LowKey: Leveraging Adversarial Attacks to Protect Social Media Users from Facial Recognition ICLR 2021 Machine Translationese: Effects of Algorithmic Bias on Linguistic Complexity in Machine Translation EACL 2021 Membership Inference Attacks on Deep Regression Models for Neuroimaging MIDL 2021