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Fairness

1,193 papers

Papers per year

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166
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365
58

Papers

Viable Threat on News Reading: Generating Biased News Using Natural Language Models EMNLP 2020
Fair Embedding Engine: A Library for Analyzing and Mitigating Gender Bias in Word Embeddings EMNLP 2020
Minimax Pareto Fairness: A Multi Objective Perspective ICML 2020
Measuring Non-Expert Comprehension of Machine Learning Fairness Metrics ICML 2020
Learning Fair Policies in Multi-Objective (Deep) Reinforcement Learning with Average and Discounted Rewards ICML 2020
Individual Fairness Revisited: Transferring Techniques from Adversarial Robustness IJCAI 2020
Achieving Outcome Fairness in Machine Learning Models for Social Decision Problems IJCAI 2020
Trade the System Efficiency for the Income Equality of Drivers in Rideshare IJCAI 2020
Understanding Racial Disparities in Automatic Speech Recognition: The Case of Habitual “be” INTERSPEECH 2020
Fair Contextual Multi-Armed Bandits: Theory and Experiments UAI 2020
Towards Threshold Invariant Fair Classification UAI 2020
Verifying Individual Fairness in Machine Learning Models UAI 2020
Assessing Social and Intersectional Biases in Contextualized Word Representations NIPS 2019
The Fairness of Risk Scores Beyond Classification: Bipartite Ranking and the XAUC Metric NIPS 2019
Paradoxes in Fair Machine Learning NIPS 2019
Envy-Free Classification NIPS 2019
Eliminating Latent Discrimination: Train Then Mask AAAI 2019
Path-Specific Counterfactual Fairness AAAI 2019
Meaningful Explanations of Black Box AI Decision Systems AAAI 2019
Mitigating Gender Bias in Natural Language Processing: Literature Review ACL 2019
A Just and Comprehensive Strategy for Using NLP to Address Online Abuse ACL 2019
Reducing Gender Bias in Word-Level Language Models with a Gender-Equalizing Loss Function ACL 2019
Racial Bias in Hate Speech and Abusive Language Detection Datasets ACL 2019
The many dimensions of algorithmic fairness in educational applications ACL 2019
Gendered Ambiguous Pronoun (GAP) Shared Task at the Gender Bias in NLP Workshop 2019 ACL 2019