Responsible AI

Pile of Law: Learning Responsible Data Filtering from the Law and a 256GB Open-Source Legal Dataset NeurIPS 2022 Pipelines for Social Bias Testing of Large Language Models ACL 2022 Preparing High School Teachers to Integrate AI Methods into STEM Classrooms AAAI 2022 Primum Non Nocere: Before working with Indigenous data, the ACL must confront ongoing colonialism ACL 2022 Privacy Leakage in Text Classification A Data Extraction Approach NAACL 2022 Private Set Generation with Discriminative Information NeurIPS 2022 ProsocialDialog: A Prosocial Backbone for Conversational Agents EMNLP 2022 QaDialMoE: Question-answering Dialogue based Fact Verification with Mixture of Experts EMNLP 2022 QUARK: Controllable Text Generation with Reinforced Unlearning NeurIPS 2022 Red Teaming Language Models with Language Models EMNLP 2022 Reinforcement Guided Multi-Task Learning Framework for Low-Resource Stereotype Detection ACL 2022 Reproducibility as a Mechanism for Teaching Fairness, Accountability, Confidentiality, and Transparency in Artificial Intelligence AAAI 2022 Responsible Disclosure of Generative Models Using Scalable Fingerprinting ICLR 2022 Rich Knowledge Sources Bring Complex Knowledge Conflicts: Recalibrating Models to Reflect Conflicting Evidence EMNLP 2022 SafeText: A Benchmark for Exploring Physical Safety in Language Models EMNLP 2022 SafetyKit: First Aid for Measuring Safety in Open-domain Conversational Systems ACL 2022 Second Thoughts are Best: Learning to Re-Align With Human Values from Text Edits NeurIPS 2022 Securely Capturing People’s Interactions with Voice Assistants at Home: A Bespoke Tool for Ethical Data Collection EMNLP 2022 Should I disclose my dataset? Caveats between reproducibility and individual data rights EMNLP 2022 Should We Ban English NLP for a Year? EMNLP 2022 SkinCon: A skin disease dataset densely annotated by domain experts for fine-grained debugging and analysis NeurIPS 2022 StereoKG: Data-Driven Knowledge Graph Construction For Cultural Knowledge and Stereotypes NAACL 2022 Supervising Model Attention with Human Explanations for Robust Natural Language Inference AAAI 2022 Suum Cuique: Studying Bias in Taboo Detection with a Community Perspective ACL 2022 Targeted Identity Group Prediction in Hate Speech Corpora NAACL 2022