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Fairness

3337 directly classified papers

Papers per year

Papers

FLEX: Faithful Linguistic Explanations for Neural Net Based Model Decisions AAAI 2019
On Making Reading Comprehension More Comprehensive EMNLP 2019
Examining Gender Bias in Languages with Grammatical Gender EMNLP 2019
It’s All in the Name: Mitigating Gender Bias with Name-Based Counterfactual Data Substitution EMNLP 2019
Matroid Constrained Fair Allocation Problem AAAI 2019
Human-grounded Evaluations of Explanation Methods for Text Classification EMNLP 2019
Portioning Using Ordinal Preferences: Fairness and Efficiency IJCAI 2019
Weighted Maxmin Fair Share Allocation of Indivisible Chores IJCAI 2019
Lost in Evaluation: Misleading Benchmarks for Bilingual Dictionary Induction IJCNLP 2019
Veritas Annotator: Discovering the Origin of a Rumour EMNLP 2019
Attenuating Bias in Word vectors AISTATS 2019
Fair Allocation of Indivisible Goods and Chores IJCAI 2019
Fairness Towards Groups of Agents in the Allocation of Indivisible Items IJCAI 2019
Achieving a Fairer Future by Changing the Past IJCAI 2019
Counterfactual Fairness: Unidentification, Bound and Algorithm IJCAI 2019
Matroids, Matchings, and Fairness AISTATS 2019
FAHT: An Adaptive Fairness-aware Decision Tree Classifier IJCAI 2019
BiOWA for Preference Aggregation with Bipolar Scales: Application to Fair Optimization in Combinatorial Domains IJCAI 2019
Fairwalk: Towards Fair Graph Embedding IJCAI 2019
On Measuring Gender Bias in Translation of Gender-neutral Pronouns ACL 2019
Fair Online Allocation of Perishable Goods and its Application to Electric Vehicle Charging IJCAI 2019
Learning Controllable Fair Representations AISTATS 2019
mdfa: Multi-Differential Fairness Auditor for Black Box Classifiers IJCAI 2019
Group-Fairness in Influence Maximization IJCAI 2019
Delayed Impact of Fair Machine Learning IJCAI 2019