Towards a Mechanistic Interpretation of Multi-Step Reasoning Capabilities of Language Models

Yifan Hou, Jiaoda Li, Yu Fei, Alessandro Stolfo, Wangchunshu Zhou, Guangtao Zeng, Antoine Bosselut, Mrinmaya Sachan. Towards a Mechanistic Interpretation of Multi-Step Reasoning Capabilities of Language Models. In Houda Bouamor, Juan Pino 0001, Kalika Bali, editors, Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, EMNLP 2023, Singapore, December 6-10, 2023. pages 4902-4919, Association for Computational Linguistics, 2023. [doi]

Authors

Yifan Hou

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Jiaoda Li

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Yu Fei

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Alessandro Stolfo

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Wangchunshu Zhou

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Guangtao Zeng

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Antoine Bosselut

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Mrinmaya Sachan

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