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Fairness

3337 directly classified papers

Papers per year

Papers

Putting Accountability of AI Systems into Practice IJCAI 2020
Generating Ethnographic Models from Communities’ Online Data ACL 2020
Towards Robustifying NLI Models Against Lexical Dataset Biases ACL 2020
Learning to Deceive with Attention-Based Explanations ACL 2020
An Algorithm for Multi-Attribute Diverse Matching IJCAI 2020
Null It Out: Guarding Protected Attributes by Iterative Nullspace Projection ACL 2020
Quantifying 60 Years of Gender Bias in Biomedical Research with Word Embeddings ACL 2020
Fantastic Features and Where to Find Them: Detecting Cognitive Impairment with a Subsequence Classification Guided Approach EMNLP 2020
Detecting and understanding moral biases in news ACL 2020
Don't Judge an Object by Its Context: Learning to Overcome Contextual Bias CVPR 2020
It’s Morphin’ Time! Combating Linguistic Discrimination with Inflectional Perturbations ACL 2020
Counterfactually-Augmented SNLI Training Data Does Not Yield Better Generalization Than Unaugmented Data EMNLP 2020
Mind the Trade-off: Debiasing NLU Models without Degrading the In-distribution Performance ACL 2020
An Evaluation of the Doctor-Interpretability of Generalized Additive Models with Interactions MLHC 2020
Identifying Spurious Correlations for Robust Text Classification EMNLP 2020
Reducing Sentiment Bias in Language Models via Counterfactual Evaluation EMNLP 2020
Queens are Powerful too: Mitigating Gender Bias in Dialogue Generation EMNLP 2020
Investigating African-American Vernacular English in Transformer-Based Text Generation EMNLP 2020
Comparative Evaluation of Label-Agnostic Selection Bias in Multilingual Hate Speech Datasets EMNLP 2020
BullStop: A Mobile App for Cyberbullying Prevention COLING 2020
Type B Reflexivization as an Unambiguous Testbed for Multilingual Multi-Task Gender Bias EMNLP 2020
Analyzing Political Bias and Unfairness in News Articles at Different Levels of Granularity EMNLP 2020
Towards a Comprehensive Taxonomy and Large-Scale Annotated Corpus for Online Slur Usage EMNLP 2020
Fair Division of Mixed Divisible and Indivisible Goods AAAI 2020
On Measuring and Mitigating Biased Inferences of Word Embeddings AAAI 2020