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Fairness

3337 directly classified papers

Papers per year

Papers

On Measuring Social Biases in Prompt-Based Multi-Task Learning NAACL 2022
Rethinking the Authorship Verification Experimental Setups EMNLP 2022
DocFin: Multimodal Financial Prediction and Bias Mitigation using Semi-structured Documents EMNLP 2022
“I’m sorry to hear that”: Finding New Biases in Language Models with a Holistic Descriptor Dataset EMNLP 2022
Opportunities for Human-centered Evaluation of Machine Translation Systems NAACL 2022
Measuring Harmful Sentence Completion in Language Models for LGBTQIA+ Individuals ACL 2022
Efficient resource allocation with fairness constraints in restless multi-armed bandits UAI 2022
Breaking through Inequality of Information Acquisition among Social Classes: A Modest Effort on Measuring “Fun” EMNLP 2022
Suum Cuique: Studying Bias in Taboo Detection with a Community Perspective ACL 2022
I Will Have Order! Optimizing Orders for Fair Reviewer Assignment IJCAI 2022
Counterfactual Fairness with Partially Known Causal Graph NIPS 2022
A Reduction to Binary Approach for Debiasing Multiclass Datasets NIPS 2022
Debiasing Pre-Trained Language Models via Efficient Fine-Tuning ACL 2022
Hard ImageNet: Segmentations for Objects with Strong Spurious Cues NIPS 2022
Robustness Disparities in Face Detection NIPS 2022
The “Problem” of Human Label Variation: On Ground Truth in Data, Modeling and Evaluation EMNLP 2022
Pipelines for Social Bias Testing of Large Language Models ACL 2022
Square One Bias in NLP: Towards a Multi-Dimensional Exploration of the Research Manifold ACL 2022
Detecting Unintended Social Bias in Toxic Language Datasets EMNLP 2022
Critical Perspectives: A Benchmark Revealing Pitfalls in PerspectiveAPI EMNLP 2022
Ethics consideration sections in natural language processing papers EMNLP 2022
How Hate Speech Varies by Target Identity: A Computational Analysis EMNLP 2022
Reproducibility as a Mechanism for Teaching Fairness, Accountability, Confidentiality, and Transparency in Artificial Intelligence AAAI 2022
On the Tradeoff Between Robustness and Fairness NIPS 2022
Analyzing Hate Speech Data along Racial, Gender and Intersectional Axes NAACL 2022