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

Understanding and Countering Stereotypes: A Computational Approach to the Stereotype Content Model ACL 2021
Exacerbating Algorithmic Bias through Fairness Attacks AAAI 2021
Fine-Grained Fairness Analysis of Abusive Language Detection Systems with CheckList ACL 2021
Predictive Biases in Natural Language Processing Models: A Conceptual Framework and Overview ACL 2020
Exploring the Linear Subspace Hypothesis in Gender Bias Mitigation EMNLP 2020
Mitigating Bias in Face Recognition Using Skewness-Aware Reinforcement Learning CVPR 2020
Unbiased Scene Graph Generation From Biased Training CVPR 2020
On Measuring and Mitigating Biased Inferences of Word Embeddings AAAI 2020
Towards Debiasing Sentence Representations ACL 2020
Monolingual and Multilingual Reduction of Gender Bias in Contextualized Representations COLING 2020
Off-Policy Evaluation in Partially Observable Environments AAAI 2020
Mitigating Gender Bias Amplification in Distribution by Posterior Regularization ACL 2020
End-to-End Bias Mitigation by Modelling Biases in Corpora ACL 2020
Improving QA Generalization by Concurrent Modeling of Multiple Biases EMNLP 2020
A General Framework for Implicit and Explicit Debiasing of Distributional Word Vector Spaces AAAI 2020
Automatically Neutralizing Subjective Bias in Text AAAI 2020
Mitigating Gender Bias in Machine Translation with Target Gender Annotations EMNLP 2020
Unmasking Contextual Stereotypes: Measuring and Mitigating BERT’s Gender Bias COLING 2020
NestedVAE: Isolating Common Factors via Weak Supervision CVPR 2020
Does Gender Matter? Towards Fairness in Dialogue Systems COLING 2020
Queens are Powerful too: Mitigating Gender Bias in Dialogue Generation EMNLP 2020
Debiasing knowledge graph embeddings EMNLP 2020
Towards Debiasing NLU Models from Unknown Biases EMNLP 2020
Metamorphic Testing and Certified Mitigation of Fairness Violations in NLP Models IJCAI 2020
Towards Controllable Biases in Language Generation EMNLP 2020