← Application Areas
Machine Learning › Application Areas ›

Fairness

3337 directly classified papers

Papers per year

Papers

Eliminating Latent Discrimination: Train Then Mask AAAI 2019
Debiasing Embeddings for Reduced Gender Bias in Text Classification ACL 2019
Equity Beyond Bias in Language Technologies for Education ACL 2019
How Does Grammatical Gender Affect Noun Representations in Gender-Marking Languages? CONLL 2019
Bayesian Fairness AAAI 2019
Multi-task learning for interpretable cause of death classification using key phrase prediction ACL 2018
Learning Adversarially Fair and Transferable Representations ICML 2018
On preserving non-discrimination when combining expert advice NIPS 2018
Gender Bias in Coreference Resolution: Evaluation and Debiasing Methods NAACL 2018
Visual Referring Expression Recognition: What Do Systems Actually Learn? NAACL 2018
Gender Bias in Coreference Resolution NAACL 2018
Preventing Fairness Gerrymandering: Auditing and Learning for Subgroup Fairness ICML 2018
Building Ethics into Artificial Intelligence IJCAI 2018
Socially Responsible NLP NAACL 2018
Fairness Without Demographics in Repeated Loss Minimization ICML 2018
Multicalibration: Calibration for the (Computationally-Identifiable) Masses ICML 2018
A Methodology for Evaluating Interaction Strategies of Task-Oriented Conversational Agents EMNLP 2018
Belittling the Source: Trustworthiness Indicators to Obfuscate Fake News on the Web EMNLP 2018
Fair Division Under Cardinality Constraints IJCAI 2018
Interpretability Beyond Feature Attribution: Quantitative Testing with Concept Activation Vectors (TCAV) ICML 2018
Towards Robust and Privacy-preserving Text Representations ACL 2018
Multiwinner Voting with Fairness Constraints IJCAI 2018
On Fair Price Discrimination in Multi-Unit Markets IJCAI 2018
Automated Essay Scoring in the Presence of Biased Ratings NAACL 2018
Blind Justice: Fairness with Encrypted Sensitive Attributes ICML 2018