dataset bia

Rethinking Generalization of Neural Models: A Named Entity Recognition Case Study AAAI 2020 Towards Robustifying NLI Models Against Lexical Dataset Biases ACL 2020 Are We Modeling the Task or the Annotator? An Investigation of Annotator Bias in Natural Language Understanding Datasets EMNLP 2019 Detection of Abusive Language: the Problem of Biased Datasets NAACL 2019 Don’t Take the Easy Way Out: Ensemble Based Methods for Avoiding Known Dataset Biases EMNLP 2019 ObjectNet: A large-scale bias-controlled dataset for pushing the limits of object recognition models NeurIPS 2019 On Making Reading Comprehension More Comprehensive EMNLP 2019 On Zero-Shot Recognition of Generic Objects CVPR 2019 Racial Bias in Hate Speech and Abusive Language Detection Datasets ACL 2019 Revisiting the Evaluation of Theory of Mind through Question Answering EMNLP 2019 Revisiting Visual Grounding NAACL 2019 Selection Bias Explorations and Debias Methods for Natural Language Sentence Matching Datasets ACL 2019 Shifting the Baseline: Single Modality Performance on Visual Navigation & QA NAACL 2019 Unlearn Dataset Bias in Natural Language Inference by Fitting the Residual EMNLP 2019 When Choosing Plausible Alternatives, Clever Hans can be Clever EMNLP 2019 Annotation Artifacts in Natural Language Inference Data NAACL 2018 Robot Learning in Homes: Improving Generalization and Reducing Dataset Bias NeurIPS 2018 Tackling the Story Ending Biases in The Story Cloze Test ACL 2018 Object-Proposal Evaluation Protocol is 'Gameable' CVPR 2016 Scene Recognition With CNNs: Objects, Scales and Dataset Bias CVPR 2016 Learning With Dataset Bias in Latent Subcategory Models CVPR 2015 Semi-supervised Domain Adaptation with Instance Constraints CVPR 2013 Unbiased Metric Learning: On the Utilization of Multiple Datasets and Web Images for Softening Bias ICCV 2013