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Inducing Causal Structure for Interpretable Neural Networks.

, , , , , , , and . ICML, volume 162 of Proceedings of Machine Learning Research, page 7324-7338. PMLR, (2022)

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Causal Distillation for Language Models., , , , , , , and . NAACL-HLT, page 4288-4295. Association for Computational Linguistics, (2022)A Semantics for Causing, Enabling, and Preventing Verbs Using Structural Causal Models., , , , and . CogSci, cognitivesciencesociety.org, (2023)Production expectations modulate contrastive inference., and . CogSci, cognitivesciencesociety.org, (2020)Color Overmodification Emerges from Data-Driven Learning and Pragmatic Reasoning., , , , and . CogSci, cognitivesciencesociety.org, (2022)Updating CLIP to Prefer Descriptions Over Captions., , , , and . CoRR, (2024)Uncertain evidence statements and guilt perception in iterative reproductions of crime stories., , and . CogSci, page 2051-2057. cognitivesciencesociety.org, (2019)Modeling Subjective Assessments of Guilt in Newspaper Crime Narratives., , and . CoNLL, page 56-68. Association for Computational Linguistics, (2020)Inducing Causal Structure for Interpretable Neural Networks., , , , , , , and . ICML, volume 162 of Proceedings of Machine Learning Research, page 7324-7338. PMLR, (2022)ContextRef: Evaluating Referenceless Metrics for Image Description Generation., , , and . ICLR, OpenReview.net, (2024)When redundancy is rational: A Bayesian approach to 'overinformative' referring expressions., , , , and . CoRR, (2019)