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Fairness

3337 directly classified papers

Papers per year

Papers

Mitigating Learnerese Effects for CEFR Classification NAACL 2022
An exploratory data analysis: the performance differences of a medical code prediction system on different demographic groups NAACL 2022
The Impact of Differential Privacy on Group Disparity Mitigation NAACL 2022
Gendered Language in Resumes and its Implications for Algorithmic Bias in Hiring NAACL 2022
Why Knowledge Distillation Amplifies Gender Bias and How to Mitigate from the Perspective of DistilBERT NAACL 2022
Analysis of Gender Bias in Social Perception and Judgement Using Chinese Word Embeddings NAACL 2022
Indigenous Language Revitalization and the Dilemma of Gender Bias NAACL 2022
SRCB at SemEval-2022 Task 5: Pretraining Based Image to Text Late Sequential Fusion System for Multimodal Misogynous Meme Identification NAACL 2022
Using Item Response Theory to Measure Gender and Racial Bias of a BERT-based Automated English Speech Assessment System NAACL 2022
Separating Hate Speech and Offensive Language Classes via Adversarial Debiasing NAACL 2022
DeTox: A Comprehensive Dataset for German Offensive Language and Conversation Analysis NAACL 2022
Challenges in Applying Explainability Methods to Improve the Fairness of NLP Models NAACL 2022
On the Impossibility of Non-trivial Accuracy in Presence of Fairness Constraints AAAI 2022
Fairness by “Where”: A Statistically-Robust and Model-Agnostic Bi-level Learning Framework AAAI 2022
Don’t sweat the small stuff, classify the rest: Sample Shielding to protect text classifiers against adversarial attacks NAACL 2022
Learning fair representation with a parametric integral probability metric ICML 2022
Causal Conceptions of Fairness and their Consequences ICML 2022
Gigs with Guarantees: Achieving Fair Wage for Food Delivery Workers IJCAI 2022
Learning To Learn Across Diverse Data Biases in Deep Face Recognition CVPR 2022
Fair Contrastive Learning for Facial Attribute Classification CVPR 2022
Balanced MSE for Imbalanced Visual Regression CVPR 2022
On Guiding Visual Attention With Language Specification CVPR 2022
Contextual Debiasing for Visual Recognition With Causal Mechanisms CVPR 2022
Unsupervised Learning of Debiased Representations With Pseudo-Attributes CVPR 2022
De-Bias for Generative Extraction in Unified NER Task ACL 2022