conftrace_

debiasing method

41 papers

Explore in graph

Co-occurring keywords

bias mitigation (500) gender bia (435) language model (4599) word embedding (1764) bias detection (419) vision-language model (2348) bias evaluation (123) large language model (13587) class imbalance (555) spurious correlation (279)

Papers

Systematic Evaluation of Predictive Fairness AACL 2022
Towards Fair Dataset Distillation for Text Classification EMNLP 2022
Systematic Evaluation of Predictive Fairness IJCNLP 2022
Debiasing Deep Chest X-Ray Classifiers using Intra- and Post-processing Methods MLHC 2022
What changed? Investigating Debiasing Methods using Causal Mediation Analysis NAACL 2022
Looking at the Overlooked: An Analysis on the Word-Overlap Bias in Natural Language Inference EMNLP 2022
Debiasing Methods in Natural Language Understanding Make Bias More Accessible EMNLP 2021
DebIE: A Platform for Implicit and Explicit Debiasing of Word Embedding Spaces EACL 2021
RedditBias: A Real-World Resource for Bias Evaluation and Debiasing of Conversational Language Models ACL 2021
Mind the Trade-off: Debiasing NLU Models without Degrading the In-distribution Performance ACL 2020
Masking Actor Information Leads to Fairer Political Claims Detection ACL 2020
Does Gender Matter? Towards Fairness in Dialogue Systems COLING 2020
Understanding the Origins of Bias in Word Embeddings ICML 2019
Lipstick on a Pig: Debiasing Methods Cover up Systematic Gender Biases in Word Embeddings But do not Remove Them NAACL 2019
Mitigating Gender Bias in Natural Language Processing: Literature Review ACL 2019
Communication-efficient Sparse Regression JMLR 2017