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Structured, flexible, and robust: benchmarking and improving large language models towards more human-like behavior in out-of-distribution reasoning tasks.

, , , , and . CoRR, (2022)

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LARC: Language annotated Abstraction and Reasoning Corpus., , , , , and . CogSci, cognitivesciencesociety.org, (2021)Identifying concept libraries from language about object structure., , , , , , , and . CogSci, cognitivesciencesociety.org, (2022)Core knowledge objects in reasoning and language use for highly abstract inductive tasks., , , , , and . CogSci, cognitivesciencesociety.org, (2021)Communicating Natural Programs to Humans and Machines., , , , , , , , and . NeurIPS, (2022)An Evaluation of Auto-Scoping in OpenMP., , , , and . WOMPAT, volume 3349 of Lecture Notes in Computer Science, page 98-109. Springer, (2004)Communicating Natural Programs to Humans and Machines., , , , , , , , and . CoRR, (2021)Language as a bootstrap for compositional visual reasoning., , , and . CogSci, cognitivesciencesociety.org, (2021)Transfer Learning with Neural AutoML., , , and . NeurIPS, page 8366-8375. (2018)DreamCoder: bootstrapping inductive program synthesis with wake-sleep library learning., , , , , , , , and . PLDI, page 835-850. ACM, (2021)BASIN-3D: A brokering framework to integrate diverse environmental data., , , , , , and . Comput. Geosci., (2022)