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

Delivering Fairness in Human Resources AI: Mutual Information to the Rescue AACL 2022
Demographic-Aware Language Model Fine-tuning as a Bias Mitigation Technique IJCNLP 2022
Detecting Unintended Social Bias in Toxic Language Datasets CONLL 2022
Delivering Fairness in Human Resources AI: Mutual Information to the Rescue IJCNLP 2022
A Prompt Array Keeps the Bias Away: Debiasing Vision-Language Models with Adversarial Learning IJCNLP 2022
Analyzing Gender Translation Errors to Identify Information Flows between the Encoder and Decoder of a NMT System EMNLP 2022
Controlling Bias Exposure for Fair Interpretable Predictions EMNLP 2022
Fair Visual Recognition in Limited Data Regime Using Self-Supervision and Self-Distillation WACV 2022
Generating and Controlling Diversity in Image Search WACV 2022
An Investigation of Critical Issues in Bias Mitigation Techniques WACV 2022
Efficient Counterfactual Debiasing for Visual Question Answering WACV 2022
Evaluating and Mitigating Bias in Image Classifiers: A Causal Perspective Using Counterfactuals WACV 2022
Look to the Right: Mitigating Relative Position Bias in Extractive Question Answering EMNLP 2022
Detecting Unintended Social Bias in Toxic Language Datasets EMNLP 2022
Gender Bias Mitigation for NMT Involving Genderless Languages EMNLP 2022
Contextualizing Language Models for Norms Diverging from Social Majority EMNLP 2022
Why Is It Hate Speech? Masked Rationale Prediction for Explainable Hate Speech Detection COLING 2022
De-biasing Distantly Supervised Named Entity Recognition via Causal Intervention ACL 2021
Debiasing Evaluations That Are Biased by Evaluations AAAI 2021
Representation Learning With Statistical Independence to Mitigate Bias WACV 2021
HateXplain: A Benchmark Dataset for Explainable Hate Speech Detection AAAI 2021
Challenges in Detoxifying Language Models EMNLP 2021
Ethical and Technological Challenges of Conversational AI INTERSPEECH 2021
Can Question Generation Debias Question Answering Models? A Case Study on Question–Context Lexical Overlap EMNLP 2021
Gender Bias in Text: Origin, Taxonomy, and Implications IJCNLP 2021