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Fairness

3,511 papers

Papers per year

251
692
'20
'25

Papers

Unequal Representations: Analyzing Intersectional Biases in Word Embeddings Using Representational Similarity Analysis COLING 2020
Does Gender Matter? Towards Fairness in Dialogue Systems COLING 2020
Monolingual and Multilingual Reduction of Gender Bias in Contextualized Representations COLING 2020
BullStop: A Mobile App for Cyberbullying Prevention COLING 2020
Model-agnostic Methods for Text Classification with Inherent Noise COLING 2020
Argument from Old Man’s View: Assessing Social Bias in Argumentation COLING 2020
Unmasking Contextual Stereotypes: Measuring and Mitigating BERT’s Gender Bias COLING 2020
Interdependencies of Gender and Race in Contextualized Word Embeddings COLING 2020
Fine-tuning Neural Machine Translation on Gender-Balanced Datasets COLING 2020
Neural Machine Translation Doesn’t Translate Gender Coreference Right Unless You Make It COLING 2020
Can Existing Methods Debias Languages Other than English? First Attempt to Analyze and Mitigate Japanese Word Embeddings COLING 2020
Evaluating Bias In Dutch Word Embeddings COLING 2020
Semi-Supervised Topic Modeling for Gender Bias Discovery in English and Swedish COLING 2020
Investigating Societal Biases in a Poetry Composition System COLING 2020
Situated Data, Situated Systems: A Methodology to Engage with Power Relations in Natural Language Processing Research COLING 2020
Gender and sentiment, critics and authors: a dataset of Norwegian book reviews COLING 2020
Measuring the Effects of Bias in Training Data for Literary Classification COLING 2020
AraWEAT: Multidimensional Analysis of Biases in Arabic Word Embeddings COLING 2020
Modeling Subjective Assessments of Guilt in Newspaper Crime Narratives CONLL 2020
NestedVAE: Isolating Common Factors via Weak Supervision CVPR 2020
Towards Fairness in Visual Recognition: Effective Strategies for Bias Mitigation CVPR 2020
Mitigating Bias in Face Recognition Using Skewness-Aware Reinforcement Learning CVPR 2020
Deep Fair Clustering for Visual Learning CVPR 2020
Overcoming Classifier Imbalance for Long-Tail Object Detection With Balanced Group Softmax CVPR 2020
Maintaining Discrimination and Fairness in Class Incremental Learning CVPR 2020