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

Target-Agnostic Gender-Aware Contrastive Learning for Mitigating Bias in Multilingual Machine Translation EMNLP 2023
A Simple, Yet Effective Approach to Finding Biases in Code Generation ACL 2023
PREADD: Prefix-Adaptive Decoding for Controlled Text Generation ACL 2023
A Multi-modal Debiasing Model with Dynamical Constraint for Robust Visual Question Answering ACL 2023
Mitigating Biases in Hate Speech Detection from A Causal Perspective EMNLP 2023
Addressing Weak Decision Boundaries in Image Classification by Leveraging Web Search and Generative Models IJCAI 2023
Assessing and Enforcing Fairness in the AI Lifecycle IJCAI 2023
Towards Gender Fairness for Mental Health Prediction IJCAI 2023
Less Learn Shortcut: Analyzing and Mitigating Learning of Spurious Feature-Label Correlation IJCAI 2023
Context De-Confounded Emotion Recognition CVPR 2023
Generative Bias for Robust Visual Question Answering CVPR 2023
Bias Mimicking: A Simple Sampling Approach for Bias Mitigation CVPR 2023
Identifying and Adapting Transformer-Components Responsible for Gender Bias in an English Language Model EMNLP 2023
Geographical Erasure in Language Generation EMNLP 2023
Using In-Context Learning to Improve Dialogue Safety EMNLP 2023
When and Why Does Bias Mitigation Work? EMNLP 2023
Loose lips sink ships: Mitigating Length Bias in Reinforcement Learning from Human Feedback EMNLP 2023
Improving Bias Mitigation through Bias Experts in Natural Language Understanding EMNLP 2023
A Weakly Supervised Classifier and Dataset of White Supremacist Language ACL 2023
KoSBI: A Dataset for Mitigating Social Bias Risks Towards Safer Large Language Model Applications ACL 2023
For the Underrepresented in Gender Bias Research: Chinese Name Gender Prediction with Heterogeneous Graph Attention Network AAAI 2023
Gender Artifacts in Visual Datasets ICCV 2023
Partition-And-Debias: Agnostic Biases Mitigation via a Mixture of Biases-Specific Experts ICCV 2023
SOAR: Scene-debiasing Open-set Action Recognition ICCV 2023
Mining bias-target Alignment from Voronoi Cells ICCV 2023