dataset bia

Hard ImageNet: Segmentations for Objects with Strong Spurious Cues NeurIPS 2022 Kernel-Whitening: Overcome Dataset Bias with Isotropic Sentence Embedding EMNLP 2022 Language Prior Is Not the Only Shortcut: A Benchmark for Shortcut Learning in VQA EMNLP 2022 Measuring Context-Word Biases in Lexical Semantic Datasets EMNLP 2022 Mind the data gap(s): Investigating power in speech and language datasets ACL 2022 Original or Translated? A Causal Analysis of the Impact of Translationese on Machine Translation Performance NAACL 2022 The Dollar Street Dataset: Images Representing the Geographic and Socioeconomic Diversity of the World NeurIPS 2022 Then and Now: Quantifying the Longitudinal Validity of Self-Disclosed Depression Diagnoses NAACL 2022 To Find Waldo You Need Contextual Cues: Debiasing Who’s Waldo ACL 2022 ToxiGen: A Large-Scale Machine-Generated Dataset for Adversarial and Implicit Hate Speech Detection ACL 2022 Unbiased Math Word Problems Benchmark for Mitigating Solving Bias NAACL 2022 Yes-Yes-Yes: Proactive Data Collection for ACL Rolling Review and Beyond EMNLP 2022 A Case Study of the Shortcut Effects in Visual Commonsense Reasoning AAAI 2021 BiaSwap: Removing Dataset Bias With Bias-Tailored Swapping Augmentation ICCV 2021 Can Question Generation Debias Question Answering Models? A Case Study on Question–Context Lexical Overlap EMNLP 2021 Changing the World by Changing the Data ACL 2021 Counterfactual Inference for Text Classification Debiasing ACL 2021 Defense-Friendly Images in Adversarial Attacks: Dataset and Metrics for Perturbation Difficulty WACV 2021 Developing a Benchmark for Reducing Data Bias in Authorship Attribution EMNLP 2021 Don’t Discard All the Biased Instances: Investigating a Core Assumption in Dataset Bias Mitigation Techniques EMNLP 2021 FairFace: Face Attribute Dataset for Balanced Race, Gender, and Age for Bias Measurement and Mitigation WACV 2021 Harms of Gender Exclusivity and Challenges in Non-Binary Representation in Language Technologies EMNLP 2021 Hidden Biases in Unreliable News Detection Datasets EACL 2021 How Transferable Are Reasoning Patterns in VQA? CVPR 2021 Learning Debiased Representation via Disentangled Feature Augmentation NeurIPS 2021