Implicit Reasoning in Transformers is Reasoning through Shortcuts

Tianhe Lin, Jian Xie, Siyu Yuan, Deqing Yang. Implicit Reasoning in Transformers is Reasoning through Shortcuts. In Wanxiang Che, Joyce Nabende, Ekaterina Shutova, Mohammad Taher Pilehvar, editors, Findings of the Association for Computational Linguistics, ACL 2025, Vienna, Austria, July 27 - August 1, 2025. pages 9470-9487, Association for Computational Linguistics, 2025. [doi]

Authors

Tianhe Lin

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Jian Xie

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Siyu Yuan

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Deqing Yang

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