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Papers matching “spurious correlations” 7

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Enhancing Training Data Quality through Influence Scores for Generalizable Classification: A Case Study on Sexism Detection
2025 Underline Science Inc. other Computer Science Hate Speech and Cyberbullying Detection Open access

Association for Computational Linguistics 2025, Jose Maria Alonso, Dennis Assenmacher, Rabiraj Bandyopadhyay, Claudia Wagner

0

citations
DISCO: DISCovering Overfittings as Causal Rules for Text Classification Models
2024 arXiv (Cornell University) preprint Computer Science Explainable Artificial Intelligence (XAI) Open access

Zijian Zhang, Vinay Setty, Yumeng Wang, Avishek Anand

0

citations
Gaussian Anomaly Detection by Modeling the Distribution of Normal Data in Pretrained Deep Features
2021 IEEE Transactions on Instrumentation and Measurement article Computer Science Anomaly Detection Techniques and Applications Open access cited by 2 patents

Oliver Rippel, Patrick Mertens, Eike Konig, Dorit Merhof

85

citations
Task Knowledge Injection via Interpolations and Reinstatement for Large Language Model Generalization
2025 conference-paper Computer Science Domain Adaptation and Few-Shot Learning Open access

Yukun Zhao, Lingyong Yan, Shuaiqiang Wang, Zhumin Chen, Zhaochun Ren, Dawei Yin

0

citations
Counterfactually Augmented Data and Unintended Bias: The Case of Sexism and Hate Speech Detection
2022 arXiv (Cornell University) preprint Computer Science Hate Speech and Cyberbullying Detection Open access

Mattia Samory, Claudia Wagner, Isabelle Augenstein

0

citations
How Does Bayesian Causal Discovery Fail? Characterising Structural Consequences in Linear Gaussian Networks under Latent Confounding
2026 arXiv (Cornell University) preprint Computer Science Bayesian Modeling and Causal Inference Open access

Debargha Ghosh, Silja Renooij, Anna Kononova

0

citations
ACTIVA: Amortized Causal Effect Estimation via Variational Autoencoders
2025 arXiv (Cornell University) preprint Computer Science Bayesian Modeling and Causal Inference Open access

Saber Salehkaleybar, Frank van Harmelen, Aske Plaat, Erman Acar

0

citations

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