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

Towards Fairness in Visual Recognition: Effective Strategies for Bias Mitigation CVPR 2020
Towards Understanding Gender Bias in Relation Extraction ACL 2020
Data preprocessing to mitigate bias: A maximum entropy based approach ICML 2020
“You are grounded!”: Latent Name Artifacts in Pre-trained Language Models EMNLP 2020
Designing Committees for Mitigating Biases AAAI 2020
Null It Out: Guarding Protected Attributes by Iterative Nullspace Projection ACL 2020
Towards Socially Responsible AI: Cognitive Bias-Aware Multi-Objective Learning AAAI 2020
Inflating Topic Relevance with Ideology: A Case Study of Political Ideology Bias in Social Topic Detection Models COLING 2020
Adversarial Regularization for Visual Question Answering: Strengths, Shortcomings, and Side Effects NAACL 2019
Gender Bias in Contextualized Word Embeddings NAACL 2019
What’s in a Name? Reducing Bias in Bios without Access to Protected Attributes NAACL 2019
Fairwalk: Towards Fair Graph Embedding IJCAI 2019
Proposed Taxonomy for Gender Bias in Text; A Filtering Methodology for the Gender Generalization Subtype ACL 2019
Counterfactual Data Augmentation for Mitigating Gender Stereotypes in Languages with Rich Morphology ACL 2019
Gender De-Biasing in Speech Emotion Recognition INTERSPEECH 2019
AI in Recruiting. Multi-agent Systems Architecture for Ethical and Legal Auditing IJCAI 2019
Examining Gender Bias in Languages with Grammatical Gender EMNLP 2019
Examining Gender Bias in Languages with Grammatical Gender IJCNLP 2019
Incorporating Priors with Feature Attribution on Text Classification ACL 2019
It’s All in the Name: Mitigating Gender Bias with Name-Based Counterfactual Data Substitution IJCNLP 2019
Attenuating Bias in Word vectors AISTATS 2019
Mitigating Bias in Adaptive Data Gathering via Differential Privacy ICML 2018
Predict Responsibly: Improving Fairness and Accuracy by Learning to Defer NIPS 2018
Socially Responsible NLP NAACL 2018
Unbiased Metric Learning: On the Utilization of Multiple Datasets and Web Images for Softening Bias ICCV 2013