conftrace_

bias mitigation

500 papers

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Co-occurring keywords

large language model (13587) gender bia (435) language model (4599) social bia (210) text classification (6793) algorithmic fairness (284) causal inference (1630) spurious correlation (279) bias detection (419) representation learning (6206)

Papers

Improving Counterfactual Generation for Fair Hate Speech Detection IJCNLP 2021
Mitigating Biases in Toxic Language Detection through Invariant Rationalization IJCNLP 2021
Stereotype and Skew: Quantifying Gender Bias in Pre-trained and Fine-tuned Language Models EACL 2021
Mitigating Bias in Session-based Cyberbullying Detection: A Non-Compromising Approach ACL 2021
IRM—when it works and when it doesn't: A test case of natural language inference NIPS 2021
Unbiased Classification through Bias-Contrastive and Bias-Balanced Learning NIPS 2021
Differentially Private Empirical Risk Minimization under the Fairness Lens NIPS 2021
Mitigating Language-Dependent Ethnic Bias in BERT EMNLP 2021
Hate Speech Detection Based on Sentiment Knowledge Sharing ACL 2021
Elastic weight consolidation for better bias inoculation EACL 2021
Dictionary-based Debiasing of Pre-trained Word Embeddings EACL 2021
Process for Adapting Language Models to Society (PALMS) with Values-Targeted Datasets NIPS 2021
Uncertainty Calibration for Ensemble-Based Debiasing Methods NIPS 2021
Mitigating Biases in Toxic Language Detection through Invariant Rationalization ACL 2021
Improving Counterfactual Generation for Fair Hate Speech Detection ACL 2021
Fairness-aware News Recommendation with Decomposed Adversarial Learning AAAI 2021
Evaluating Gender Bias in Hindi-English Machine Translation ACL 2021
On Learning Deep Models with Imbalanced Data Distribution AAAI 2021
Sustainable Modular Debiasing of Language Models EMNLP 2021
Justicia: A Stochastic SAT Approach to Formally Verify Fairness AAAI 2021
Constructing a Fair Classifier with Generated Fair Data AAAI 2021
Mitigating Political Bias in Language Models through Reinforced Calibration AAAI 2021
Mitigating Face Recognition Bias via Group Adaptive Classifier CVPR 2021
Gender Bias in Text: Origin, Taxonomy, and Implications ACL 2021
A Survey of Race, Racism, and Anti-Racism in NLP IJCNLP 2021