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

Balancing out Bias: Achieving Fairness Through Balanced Training EMNLP 2022
Towards Robust Visual Question Answering: Making the Most of Biased Samples via Contrastive Learning EMNLP 2022
A Robust Bias Mitigation Procedure Based on the Stereotype Content Model EMNLP 2022
Towards Fair Dataset Distillation for Text Classification EMNLP 2022
Bigger Data or Fairer Data? Augmenting BERT via Active Sampling for Educational Text Classification COLING 2022
Does Your Model Classify Entities Reasonably? Diagnosing and Mitigating Spurious Correlations in Entity Typing EMNLP 2022
DocFin: Multimodal Financial Prediction and Bias Mitigation using Semi-structured Documents EMNLP 2022
Don’t Just Clean It, Proxy Clean It: Mitigating Bias by Proxy in Pre-Trained Models EMNLP 2022
Investigating Ensemble Methods for Model Robustness Improvement of Text Classifiers EMNLP 2022
Quantifying Societal Bias Amplification in Image Captioning CVPR 2022
A Conservative Approach for Unbiased Learning on Unknown Biases CVPR 2022
Fairness-Aware Adversarial Perturbation Towards Bias Mitigation for Deployed Deep Models CVPR 2022
Fair Infinitesimal Jackknife: Mitigating the Influence of Biased Training Data Points Without Refitting NIPS 2022
On the Relation between Distributionally Robust Optimization and Data Curation (Student Abstract) AAAI 2022
Fair and Argumentative Language Modeling for Computational Argumentation ACL 2022
Counterfactual Interpolation Augmentation (CIA): A Unified Approach to Enhance Fairness and Explainability of DNN IJCAI 2022
Bias Mitigation in Machine Translation Quality Estimation ACL 2022
SoFaiR: Single Shot Fair Representation Learning IJCAI 2022
Measuring and Mitigating Name Biases in Neural Machine Translation ACL 2022
Conceptualizing Treatment Leakage in Text-based Causal Inference NAACL 2022
Should We Rely on Entity Mentions for Relation Extraction? Debiasing Relation Extraction with Counterfactual Analysis NAACL 2022
On Distributionally Robust Optimization and Data Rebalancing AISTATS 2022
Text Style Transfer for Bias Mitigation using Masked Language Modeling NAACL 2022
NeuS: Neutral Multi-News Summarization for Mitigating Framing Bias NAACL 2022
Systematic Evaluation of Predictive Fairness AACL 2022