conftrace_

dataset bia

149 papers

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Co-occurring keywords

spurious correlation (279) text classification (6793) domain generalization (1522) bias mitigation (500) natural language understanding (846) question answering (2963) benchmark evaluation (1556) out-of-distribution generalization (408) visual question answering (1017) model robustness (480)

Papers

To Find Waldo You Need Contextual Cues: Debiasing Who’s Waldo ACL 2022
Measuring Context-Word Biases in Lexical Semantic Datasets EMNLP 2022
Analyzing Biases to Spurious Correlations in Text Classification Tasks IJCNLP 2022
The Dollar Street Dataset: Images Representing the Geographic and Socioeconomic Diversity of the World NIPS 2022
Original or Translated? A Causal Analysis of the Impact of Translationese on Machine Translation Performance NAACL 2022
Hard ImageNet: Segmentations for Objects with Strong Spurious Cues NIPS 2022
Unbiased Math Word Problems Benchmark for Mitigating Solving Bias NAACL 2022
Language Prior Is Not the Only Shortcut: A Benchmark for Shortcut Learning in VQA EMNLP 2022
Mind the data gap(s): Investigating power in speech and language datasets ACL 2022
Towards a more Robust Evaluation for Conversational Question Answering IJCNLP 2021
Unshuffling Data for Improved Generalization in Visual Question Answering ICCV 2021
Can Question Generation Debias Question Answering Models? A Case Study on Question–Context Lexical Overlap EMNLP 2021
Mitigation of Diachronic Bias in Fake News Detection Dataset EMNLP 2021
Don’t Discard All the Biased Instances: Investigating a Core Assumption in Dataset Bias Mitigation Techniques EMNLP 2021
How Transferable Are Reasoning Patterns in VQA? CVPR 2021
Learning Debiased Representation via Disentangled Feature Augmentation NIPS 2021
Hidden Biases in Unreliable News Detection Datasets EACL 2021
Counterfactual Inference for Text Classification Debiasing IJCNLP 2021
Defense-Friendly Images in Adversarial Attacks: Dataset and Metrics for Perturbation Difficulty WACV 2021
FairFace: Face Attribute Dataset for Balanced Race, Gender, and Age for Bias Measurement and Mitigation WACV 2021
On the Transferability of Minimal Prediction Preserving Inputs in Question Answering NAACL 2021
tWT–WT: A Dataset to Assert the Role of Target Entities for Detecting Stance of Tweets NAACL 2021
BiaSwap: Removing Dataset Bias With Bias-Tailored Swapping Augmentation ICCV 2021
The Gap on Gap: Tackling the Problem of Differing Data Distributions in Bias-Measuring Datasets AAAI 2021
Changing the World by Changing the Data ACL 2021