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Fairness

1139 directly classified papers

Papers per year

Papers

UNQOVERing Stereotyping Biases via Underspecified Questions EMNLP 2020
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
AraWEAT: Multidimensional Analysis of Biases in Arabic Word Embeddings COLING 2020
Minimax Pareto Fairness: A Multi Objective Perspective ICML 2020
Measuring Non-Expert Comprehension of Machine Learning Fairness Metrics ICML 2020
Bursting the Filter Bubble: Fairness-Aware Network Link Prediction AAAI 2020
When do Word Embeddings Accurately Reflect Surveys on our Beliefs About People? ACL 2020
Perturbation Sensitivity Analysis to Detect Unintended Model Biases EMNLP 2019
Discovering Fair Representations in the Data Domain CVPR 2019
On Measuring Gender Bias in Translation of Gender-neutral Pronouns ACL 2019
Measuring Bias in Contextualized Word Representations ACL 2019
Gendered Ambiguous Pronouns Shared Task: Boosting Model Confidence by Evidence Pooling ACL 2019
Resolving Gendered Ambiguous Pronouns with BERT ACL 2019
Gendered Ambiguous Pronoun (GAP) Shared Task at the Gender Bias in NLP Workshop 2019 ACL 2019
The many dimensions of algorithmic fairness in educational applications ACL 2019
Reducing Gender Bias in Word-Level Language Models with a Gender-Equalizing Loss Function ACL 2019
A Just and Comprehensive Strategy for Using NLP to Address Online Abuse ACL 2019
Mitigating Gender Bias in Natural Language Processing: Literature Review ACL 2019
Path-Specific Counterfactual Fairness AAAI 2019
Eliminating Latent Discrimination: Train Then Mask AAAI 2019
Examining Gender Bias in Languages with Grammatical Gender EMNLP 2019
Posing Fair Generalization Tasks for Natural Language Inference EMNLP 2019
Are We Modeling the Task or the Annotator? An Investigation of Annotator Bias in Natural Language Understanding Datasets EMNLP 2019
Debiasing Embeddings for Reduced Gender Bias in Text Classification ACL 2019