conftrace_

bias reduction

48 papers

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Co-occurring keywords

large language model (13587) language model (4599) bias mitigation (500) multimodal learning (4645) natural language inference (1287) transfer learning (5449) social bia (210) language bia (31) gender bia (435) toxicity reduction (27)

Papers

BR-SNIS: Bias Reduced Self-Normalized Importance Sampling NIPS 2022
A Reduction to Binary Approach for Debiasing Multiclass Datasets NIPS 2022
Supervising Model Attention with Human Explanations for Robust Natural Language Inference AAAI 2022
Optimal Estimation of High Dimensional Smooth Additive Function Based on Noisy Observations ICML 2021
Can Information Flows Suggest Targets for Interventions in Neural Circuits? NIPS 2021
Quantifying and Reducing Bias in Maximum Likelihood Estimation of Structured Anomalies ICML 2021
Gaussian Approximation for Bias Reduction in Q-Learning JMLR 2021
Debiased Visual Question Answering from Feature and Sample Perspectives NIPS 2021
Stochastic Bias-Reduced Gradient Methods NIPS 2021
DeltaGrad: Rapid retraining of machine learning models ICML 2020
WinoGrande: An Adversarial Winograd Schema Challenge at Scale AAAI 2020
NestedVAE: Isolating Common Factors via Weak Supervision CVPR 2020
Enhancing Nearest Neighbor Based Entropy Estimator for High Dimensional Distributions via Bootstrapping Local Ellipsoid AAAI 2020
Reducing Unintended Identity Bias in Russian Hate Speech Detection EMNLP 2020
Avoiding the Hypothesis-Only Bias in Natural Language Inference via Ensemble Adversarial Training EMNLP 2020
Stretching the Effectiveness of MLE from Accuracy to Bias for Pairwise Comparisons AISTATS 2020
RUBi: Reducing Unimodal Biases for Visual Question Answering NIPS 2019
Identifying and Reducing Gender Bias in Word-Level Language Models NAACL 2019
REPAIR: Removing Representation Bias by Dataset Resampling CVPR 2019
Consistent On-Line Off-Policy Evaluation ICML 2017
Modeling Bias Reduction Strategies in a Biased Agent IJCAI 2017
Bias Reduction and Metric Learning for Nearest-Neighbor Estimation of Kullback-Leibler Divergence AISTATS 2014
Assessing Blinding in Clinical Trials NIPS 2012