← Core AI
Artificial Intelligence › Core AI ›

Fairness

1139 directly classified papers

Papers per year

Papers

Optimising Equal Opportunity Fairness in Model Training NAACL 2022
Counterfactually Augmented Data and Unintended Bias: The Case of Sexism and Hate Speech Detection NAACL 2022
Auto-Debias: Debiasing Masked Language Models with Automated Biased Prompts ACL 2022
Understanding Gender Bias in Knowledge Base Embeddings ACL 2022
An Empirical Survey of the Effectiveness of Debiasing Techniques for Pre-trained Language Models ACL 2022
Sense Embeddings are also Biased – Evaluating Social Biases in Static and Contextualised Sense Embeddings ACL 2022
Measuring and Mitigating Name Biases in Neural Machine Translation ACL 2022
Learning Disentangled Textual Representations via Statistical Measures of Similarity ACL 2022
Dataset Geography: Mapping Language Data to Language Users ACL 2022
Investigating Failures of Automatic Translationin the Case of Unambiguous Gender ACL 2022
Upstream Mitigation Is Not All You Need: Testing the Bias Transfer Hypothesis in Pre-Trained Language Models ACL 2022
VALUE: Understanding Dialect Disparity in NLU ACL 2022
The Moral Integrity Corpus: A Benchmark for Ethical Dialogue Systems ACL 2022
French CrowS-Pairs: Extending a challenge dataset for measuring social bias in masked language models to a language other than English ACL 2022
Generating Biographies on Wikipedia: The Impact of Gender Bias on the Retrieval-Based Generation of Women Biographies ACL 2022
Towards Detecting Political Bias in Hindi News Articles ACL 2022
Mitigating Gender Bias in Distilled Language Models via Counterfactual Role Reversal ACL 2022
Listening to Affected Communities to Define Extreme Speech: Dataset and Experiments ACL 2022
Richer Countries and Richer Representations ACL 2022
BBQ: A hand-built bias benchmark for question answering ACL 2022
Suum Cuique: Studying Bias in Taboo Detection with a Community Perspective ACL 2022
You reap what you sow: On the Challenges of Bias Evaluation Under Multilingual Settings ACL 2022
Pipelines for Social Bias Testing of Large Language Models ACL 2022
Roadblocks in Gender Bias Measurement for Diachronic Corpora ACL 2022
Regex in a Time of Deep Learning: The Role of an Old Technology in Age Discrimination Detection in Job Advertisements ACL 2022