Responsible AI

Text Simplification of College Admissions Instructions: A Professionally Simplified and Verified Corpus COLING 2022 The Lifecycle of “Facts”: A Survey of Social Bias in Knowledge Graphs AACL 2022 The Limits of Word Level Differential Privacy NAACL 2022 The Moral Integrity Corpus: A Benchmark for Ethical Dialogue Systems ACL 2022 Theory-Grounded Measurement of U.S. Social Stereotypes in English Language Models NAACL 2022 Threat Scenarios and Best Practices to Detect Neural Fake News COLING 2022 Towards a Deep Multi-layered Dialectal Language Analysis: A Case Study of African-American English NAACL 2022 Towards Automatic Generation of Messages Countering Online Hate Speech and Microaggressions NAACL 2022 Towards Automating Model Explanations with Certified Robustness Guarantees AAAI 2022 Towards Identifying Social Bias in Dialog Systems: Framework, Dataset, and Benchmark EMNLP 2022 Towards Procedural Fairness: Uncovering Biases in How a Toxic Language Classifier Uses Sentiment Information EMNLP 2022 ToxiGen: A Large-Scale Machine-Generated Dataset for Adversarial and Implicit Hate Speech Detection ACL 2022 Training language models to follow instructions with human feedback NeurIPS 2022 Training Text-to-Text Transformers with Privacy Guarantees ACL 2022 Training Text-to-Text Transformers with Privacy Guarantees NAACL 2022 TruthfulQA: Measuring How Models Mimic Human Falsehoods ACL 2022 UKP-SQuARE v2: Explainability and Adversarial Attacks for Trustworthy QA AACL 2022 Uncertainty and Inclusivity in Gender Bias Annotation: An Annotation Taxonomy and Annotated Datasets of British English Text NAACL 2022 Upstream Mitigation Is Not All You Need: Testing the Bias Transfer Hypothesis in Pre-Trained Language Models ACL 2022 Users Hate Blondes: Detecting Sexism in User Comments on Online Romanian News NAACL 2022 VLStereoSet: A Study of Stereotypical Bias in Pre-trained Vision-Language Models AACL 2022 Washing The Unwashable : On The (Im)possibility of Fairwashing Detection NeurIPS 2022 Welcome to the Modern World of Pronouns: Identity-Inclusive Natural Language Processing beyond Gender COLING 2022 What Do Compressed Multilingual Machine Translation Models Forget? EMNLP 2022 When to Make Exceptions: Exploring Language Models as Accounts of Human Moral Judgment NeurIPS 2022