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Fairness

1,193 papers

Papers per year

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Papers

Intersectional Stereotypes in Large Language Models: Dataset and Analysis EMNLP 2023
Pre-trained Speech Processing Models Contain Human-Like Biases that Propagate to Speech Emotion Recognition EMNLP 2023
When and Why Does Bias Mitigation Work? EMNLP 2023
Toxicity in Multilingual Machine Translation at Scale EMNLP 2023
Are Personalized Stochastic Parrots More Dangerous? Evaluating Persona Biases in Dialogue Systems EMNLP 2023
Beyond Denouncing Hate: Strategies for Countering Implied Biases and Stereotypes in Language EMNLP 2023
Unraveling Downstream Gender Bias from Large Language Models: A Study on AI Educational Writing Assistance EMNLP 2023
Entity-Based Evaluation of Political Bias in Automatic Summarization EMNLP 2023
Using In-Context Learning to Improve Dialogue Safety EMNLP 2023
Geographical Erasure in Language Generation EMNLP 2023
LLMs – the Good, the Bad or the Indispensable?: A Use Case on Legal Statute Prediction and Legal Judgment Prediction on Indian Court Cases EMNLP 2023
Language-Agnostic Bias Detection in Language Models with Bias Probing EMNLP 2023
Assessing Political Inclination of Bangla Language Models EMNLP 2023
Large Language Models as SocioTechnical Systems EMNLP 2023
Layered Bias: Interpreting Bias in Pretrained Large Language Models EMNLP 2023
Identifying and Adapting Transformer-Components Responsible for Gender Bias in an English Language Model EMNLP 2023
Invariant Feature Regularization for Fair Face Recognition ICCV 2023
DALL-Eval: Probing the Reasoning Skills and Social Biases of Text-to-Image Generation Models ICCV 2023
On the Impact of Algorithmic Recourse on Social Segregation ICML 2023
Generalized Disparate Impact for Configurable Fairness Solutions in ML ICML 2023
FARE: Provably Fair Representation Learning with Practical Certificates ICML 2023
FAIRER: Fairness as Decision Rationale Alignment ICML 2023
Learning Antidote Data to Individual Unfairness ICML 2023
Superhuman Fairness ICML 2023
The Statistical Scope of Multicalibration ICML 2023