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Fairness

1139 directly classified papers

Papers per year

Papers

Fairness in Long-Term Participatory Budgeting IJCAI 2021

Addressing the Long-term Impact of ML Decisions via Policy Regret IJCAI 2021

Bias Silhouette Analysis: Towards Assessing the Quality of Bias Metrics for Word Embedding Models IJCAI 2021

Themis: A Fair Evaluation Platform for Computer Vision Competitions IJCAI 2021

Towards Fair and Transparent Algorithmic Systems IJCAI 2021

FairNAS: Rethinking Evaluation Fairness of Weight Sharing Neural Architecture Search ICCV 2021

Annotating Online Misogyny ACL 2021

Stereotyping Norwegian Salmon: An Inventory of Pitfalls in Fairness Benchmark Datasets ACL 2021

RedditBias: A Real-World Resource for Bias Evaluation and Debiasing of Conversational Language Models ACL 2021

Stepmothers are mean and academics are pretentious: What do pretrained language models learn about you? EMNLP 2021

Debiasing Methods in Natural Language Understanding Make Bias More Accessible EMNLP 2021

Harms of Gender Exclusivity and Challenges in Non-Binary Representation in Language Technologies EMNLP 2021

Sociolectal Analysis of Pretrained Language Models EMNLP 2021

Assessing the Reliability of Word Embedding Gender Bias Measures EMNLP 2021

On Releasing Annotator-Level Labels and Information in Datasets EMNLP 2021

Developing a Benchmark for Reducing Data Bias in Authorship Attribution EMNLP 2021

Eliciting Bias in Question Answering Models through Ambiguity EMNLP 2021

Extending Challenge Sets to Uncover Gender Bias in Machine Translation: Impact of Stereotypical Verbs and Adjectives EMNLP 2021

Mitigation of Diachronic Bias in Fake News Detection Dataset EMNLP 2021

Mitigating Face Recognition Bias via Group Adaptive Classifier CVPR 2021

Label-Imbalanced and Group-Sensitive Classification under Overparameterization NIPS 2021

Uncovering Latent Biases in Text: Method and Application to Peer Review AAAI 2021

Protecting the Protected Group: Circumventing Harmful Fairness AAAI 2021

Justicia: A Stochastic SAT Approach to Formally Verify Fairness AAAI 2021

Constructing a Fair Classifier with Generated Fair Data AAAI 2021