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

Mitigating bias against non-native accents INTERSPEECH 2022
Fair Wrapping for Black-box Predictions NIPS 2022
Mind Your Bias: A Critical Review of Bias Detection Methods for Contextual Language Models EMNLP 2022
How sensitive are translation systems to extra contexts? Mitigating gender bias in Neural Machine Translation models through relevant contexts. EMNLP 2022
Attributing Fair Decisions with Attention Interventions NAACL 2022
Pile of Law: Learning Responsible Data Filtering from the Law and a 256GB Open-Source Legal Dataset NIPS 2022
Separating Hate Speech and Offensive Language Classes via Adversarial Debiasing NAACL 2022
Challenges in Applying Explainability Methods to Improve the Fairness of NLP Models NAACL 2022
Controllable Text Generation for Open-Domain Creativity and Fairness IJCAI 2022
The Lifecycle of “Facts”: A Survey of Social Bias in Knowledge Graphs IJCNLP 2022
Anatomizing Bias in Facial Analysis AAAI 2022
Gradient Based Activations for Accurate Bias-Free Learning AAAI 2022
Deep Representation Debiasing via Mutual Information Minimization and Maximization (Student Abstract) AAAI 2022
Auto-Debias: Debiasing Masked Language Models with Automated Biased Prompts ACL 2022
An Empirical Survey of the Effectiveness of Debiasing Techniques for Pre-trained Language Models ACL 2022
Debiasing Event Understanding for Visual Commonsense Tasks ACL 2022
Systematic Evaluation of Predictive Fairness IJCNLP 2022
Linear Adversarial Concept Erasure ICML 2022
Less Is Better: Recovering Intended-Feature Subspace to Robustify NLU Models COLING 2022
Evaluating and Mitigating Inherent Linguistic Bias of African American English through Inference COLING 2022
Entropy-based Attention Regularization Frees Unintended Bias Mitigation from Lists ACL 2022
Demographic-Aware Language Model Fine-tuning as a Bias Mitigation Technique AACL 2022
Understanding Gender Bias in Knowledge Base Embeddings ACL 2022
The Lifecycle of “Facts”: A Survey of Social Bias in Knowledge Graphs AACL 2022
Mitigating Spurious Correlation in Natural Language Understanding with Counterfactual Inference EMNLP 2022