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

Causal Learning for Socially Responsible AI IJCAI 2021
Detect and Perturb: Neutral Rewriting of Biased and Sensitive Text via Gradient-based Decoding EMNLP 2021
Guiding Principles for Participatory Design-inspired Natural Language Processing IJCNLP 2021
Understanding and Mitigating Annotation Bias in Facial Expression Recognition ICCV 2021
Don’t Discard All the Biased Instances: Investigating a Core Assumption in Dataset Bias Mitigation Techniques EMNLP 2021
Fairness and Bias in Online Selection ICML 2021
Learning Debiased and Disentangled Representations for Semantic Segmentation NIPS 2021
A Causal Lens for Controllable Text Generation NIPS 2021
WIKIBIAS: Detecting Multi-Span Subjective Biases in Language EMNLP 2021
FairFace: Face Attribute Dataset for Balanced Race, Gender, and Age for Bias Measurement and Mitigation WACV 2021
Evaluating Debiasing Techniques for Intersectional Biases EMNLP 2021
Challenges in Automated Debiasing for Toxic Language Detection EACL 2021
Grounding Plural Phrases: Countering Evaluation Biases by Individuation NAACL 2021
Dynamically Disentangling Social Bias from Task-Oriented Representations with Adversarial Attack NAACL 2021
Diverse Adversaries for Mitigating Bias in Training EACL 2021
Fairness-aware Class Imbalanced Learning EMNLP 2021
DebIE: A Platform for Implicit and Explicit Debiasing of Word Embedding Spaces EACL 2021
OSCaR: Orthogonal Subspace Correction and Rectification of Biases in Word Embeddings EMNLP 2021
Mitigation of Diachronic Bias in Fake News Detection Dataset EMNLP 2021
Case Study: Deontological Ethics in NLP NAACL 2021
Fair Feature Distillation for Visual Recognition CVPR 2021
Fair Attribute Classification Through Latent Space De-Biasing CVPR 2021
Annotating Online Misogyny IJCNLP 2021
On Transferability of Bias Mitigation Effects in Language Model Fine-Tuning NAACL 2021
Guiding Principles for Participatory Design-inspired Natural Language Processing ACL 2021