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

Parameter-efficient Modularised Bias Mitigation via AdapterFusion EACL 2023
Med-UniC: Unifying Cross-Lingual Medical Vision-Language Pre-Training by Diminishing Bias NIPS 2023
Large Language Model as Attributed Training Data Generator: A Tale of Diversity and Bias NIPS 2023
Gender Biases in Automatic Evaluation Metrics for Image Captioning EMNLP 2023
Logic Against Bias: Textual Entailment Mitigates Stereotypical Sentence Reasoning EACL 2023
Aleatoric and Epistemic Discrimination: Fundamental Limits of Fairness Interventions NIPS 2023
Counterfactually Fair Representation NIPS 2023
Debiasing Pretrained Generative Models by Uniformly Sampling Semantic Attributes NIPS 2023
Rethinking Bias Mitigation: Fairer Architectures Make for Fairer Face Recognition NIPS 2023
Counterfactual Debiasing for Fact Verification ACL 2023
BLIND: Bias Removal With No Demographics ACL 2023
D-CALM: A Dynamic Clustering-based Active Learning Approach for Mitigating Bias ACL 2023
Modular and On-demand Bias Mitigation with Attribute-Removal Subnetworks ACL 2023
How Far Can It Go? On Intrinsic Gender Bias Mitigation for Text Classification EACL 2023
Loss Balancing for Fair Supervised Learning ICML 2023
Improving Translation Quality Estimation with Bias Mitigation ACL 2023
Digging out Discrimination Information from Generated Samples for Robust Visual Question Answering ACL 2023
Fairness via Group Contribution Matching IJCAI 2023
Log-linear Guardedness and its Implications ACL 2023
Mitigating Bias: Enhancing Image Classification by Improving Model Explanations ACML 2023
Debunking Biases in Attention ACL 2023
CafeBoost: Causal Feature Boost To Eliminate Task-Induced Bias for Class Incremental Learning CVPR 2023
Enhancing Event Causality Identification with Counterfactual Reasoning ACL 2023
Towards Alleviating the Object Bias in Prompt Tuning-based Factual Knowledge Extraction ACL 2023
Unlearning Bias in Language Models by Partitioning Gradients ACL 2023