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

Harms of Gender Exclusivity and Challenges in Non-Binary Representation in Language Technologies EMNLP 2021
On Releasing Annotator-Level Labels and Information in Datasets EMNLP 2021
Roses Are Red, Violets Are Blue... but Should VQA Expect Them To? CVPR 2021
A Case Study of the Shortcut Effects in Visual Commonsense Reasoning AAAI 2021
Counterfactual Inference for Text Classification Debiasing ACL 2021
We Need to Consider Disagreement in Evaluation ACL 2021
Toward Deconfounding the Effect of Entity Demographics for Question Answering Accuracy EMNLP 2021
Vision Matters When It Should: Sanity Checking Multimodal Machine Translation Models EMNLP 2021
Developing a Benchmark for Reducing Data Bias in Authorship Attribution EMNLP 2021
Perceptual Score: What Data Modalities Does Your Model Perceive? NIPS 2021
MedNLI Is Not Immune: Natural Language Inference Artifacts in the Clinical Domain ACL 2021
Learning to Model and Ignore Dataset Bias with Mixed Capacity Ensembles EMNLP 2020
Towards Robustifying NLI Models Against Lexical Dataset Biases ACL 2020
A negative case analysis of visual grounding methods for VQA ACL 2020
End-to-End Bias Mitigation by Modelling Biases in Corpora ACL 2020
Comparative Evaluation of Label-Agnostic Selection Bias in Multilingual Hate Speech Datasets EMNLP 2020
Rethinking Generalization of Neural Models: A Named Entity Recognition Case Study AAAI 2020
AViD Dataset: Anonymized Videos from Diverse Countries NIPS 2020
Adversarial Filters of Dataset Biases ICML 2020
Counterfactually-Augmented SNLI Training Data Does Not Yield Better Generalization Than Unaugmented Data EMNLP 2020
Fair Generative Modeling via Weak Supervision ICML 2020
Investigating Sampling Bias in Abusive Language Detection EMNLP 2020
From ImageNet to Image Classification: Contextualizing Progress on Benchmarks ICML 2020
Can Deep Learning Recognize Subtle Human Activities? CVPR 2020
Detection of Abusive Language: the Problem of Biased Datasets NAACL 2019