Fairness

Understanding the Origins of Bias in Word Embeddings ICML 2019 Understanding Undesirable Word Embedding Associations ACL 2019 Unlearn Dataset Bias in Natural Language Inference by Fitting the Residual EMNLP 2019 Unlocking Fairness: a Trade-off Revisited NeurIPS 2019 Using Word Embeddings to Examine Gender Bias in Dutch Newspapers, 1950-1990 ACL 2019 Veritas Annotator: Discovering the Origin of a Rumour EMNLP 2019 Wasserstein Fair Classification UAI 2019 Weighted Maxmin Fair Share Allocation of Indivisible Chores IJCAI 2019 What’s in a Name? Reducing Bias in Bios without Access to Protected Attributes NAACL 2019 Women’s Syntactic Resilience and Men’s Grammatical Luck: Gender-Bias in Part-of-Speech Tagging and Dependency Parsing ACL 2019 Achieving Non-Discrimination in Prediction IJCAI 2018 Adversarial Removal of Demographic Attributes from Text Data EMNLP 2018 A Game-Theoretic Approach to Recommendation Systems with Strategic Content Providers NeurIPS 2018 Algorithms for Fair Load Shedding in Developing Countries IJCAI 2018 A Methodology for Evaluating Interaction Strategies of Task-Oriented Conversational Agents EMNLP 2018 A Reductions Approach to Fair Classification ICML 2018 Attaining the Unattainable? Reassessing Claims of Human Parity in Neural Machine Translation EMNLP 2018 Automated Essay Scoring in the Presence of Biased Ratings NAACL 2018 Automated Scoring: Beyond Natural Language Processing COLING 2018 Automatic Detection of Fake News COLING 2018 Belittling the Source: Trustworthiness Indicators to Obfuscate Fake News on the Web EMNLP 2018 Blind Justice: Fairness with Encrypted Sensitive Attributes ICML 2018 Building Ethics into Artificial Intelligence IJCAI 2018 Context Embedding Networks CVPR 2018 Countering Position Bias in Instructor Interventions in MOOC Discussion Forums ACL 2018