dataset bia

Fair Generative Models via Transfer Learning AAAI 2023 Fighting Bias With Bias: Promoting Model Robustness by Amplifying Dataset Biases ACL 2023 Follow the Knowledge: Structural Biases and Artefacts in Knowledge Grounded Dialog Datasets ACL 2023 Gender Artifacts in Visual Datasets ICCV 2023 GeoDE: a Geographically Diverse Evaluation Dataset for Object Recognition NeurIPS 2023 Into the LAION’s Den: Investigating Hate in Multimodal Datasets NeurIPS 2023 Knowledge Proxy Intervention for Deconfounded Video Question Answering ICCV 2023 Learning Debiased Representations via Conditional Attribute Interpolation CVPR 2023 Mitigating Dataset Bias by Using Per-Sample Gradient ICLR 2023 NLPositionality: Characterizing Design Biases of Datasets and Models ACL 2023 Revisiting the Importance of Amplifying Bias for Debiasing AAAI 2023 Robust Natural Language Understanding with Residual Attention Debiasing ACL 2023 Run Like a Girl! Sport-Related Gender Bias in Language and Vision ACL 2023 Spurious Features Everywhere - Large-Scale Detection of Harmful Spurious Features in ImageNet ICCV 2023 Statistically Profiling Biases in Natural Language Reasoning Datasets and Models EMNLP 2023 The Tail Wagging the Dog: Dataset Construction Biases of Social Bias Benchmarks ACL 2023 Towards Building More Robust NER datasets: An Empirical Study on NER Dataset Bias from a Dataset Difficulty View EMNLP 2023 Towards Stable Natural Language Understanding via Information Entropy Guided Debiasing ACL 2023 Uncurated Image-Text Datasets: Shedding Light on Demographic Bias CVPR 2023 Unveiling Identity Biases in Toxicity Detection : A Game-Focused Dataset and Reactivity Analysis Approach EMNLP 2023 When Do Annotator Demographics Matter? Measuring the Influence of Annotator Demographics with the POPQUORN Dataset ACL 2023 When More is Less: Incorporating Additional Datasets Can Hurt Performance By Introducing Spurious Correlations MLHC 2023 Annotators with Attitudes: How Annotator Beliefs And Identities Bias Toxic Language Detection NAACL 2022 A Win-win Deal: Towards Sparse and Robust Pre-trained Language Models NeurIPS 2022 Cascading Biases: Investigating the Effect of Heuristic Annotation Strategies on Data and Models EMNLP 2022