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

Model-Agnostic Gender Debiased Image Captioning CVPR 2023
Shielded Representations: Protecting Sensitive Attributes Through Iterative Gradient-Based Projection ACL 2023
Good Is Bad: Causality Inspired Cloth-Debiasing for Cloth-Changing Person Re-Identification CVPR 2023
On Evaluating and Mitigating Gender Biases in Multilingual Settings ACL 2023
Searching for Fairer Machine Learning Ensembles AUTOML 2023
COCA: COllaborative CAusal Regularization for Audio-Visual Question Answering AAAI 2023
Debiasing Intrinsic Bias and Application Bias Jointly via Invariant Risk Minimization (Student Abstract) AAAI 2023
Uncovering and Categorizing Social Biases in Text-to-SQL ACL 2023
disco: a toolkit for Distributional Control of Generative Models ACL 2023
CHBias: Bias Evaluation and Mitigation of Chinese Conversational Language Models ACL 2023
Fair Representation Learning for Recommendation: A Mutual Information Perspective AAAI 2023
Hey, Siri! Why Are You Biased against Women? (Student Abstract) AAAI 2023
Co2PT: Mitigating Bias in Pre-trained Language Models through Counterfactual Contrastive Prompt Tuning EMNLP 2023
Feature-Level Debiased Natural Language Understanding AAAI 2023
Minimax AUC Fairness: Efficient Algorithm with Provable Convergence AAAI 2023
Fairness and Explainability: Bridging the Gap towards Fair Model Explanations AAAI 2023
User-Centric Democratization towards Social Value Aligned Medical AI Services IJCAI 2023
Fair Canonical Correlation Analysis NIPS 2023
Language Generation Models Can Cause Harm: So What Can We Do About It? An Actionable Survey EACL 2023
Leveraging Domain Knowledge for Inclusive and Bias-aware Humanitarian Response Entry Classification IJCAI 2023
Fairlearn: Assessing and Improving Fairness of AI Systems JMLR 2023
Social-Group-Agnostic Bias Mitigation via the Stereotype Content Model ACL 2023
Mitigating Test-Time Bias for Fair Image Retrieval NIPS 2023
Fair Neighbor Embedding ICML 2023
Weak Proxies are Sufficient and Preferable for Fairness with Missing Sensitive Attributes ICML 2023