Language Models Encode the Value of Numbers Linearly

Fangwei Zhu, Damai Dai, Zhifang Sui. Language Models Encode the Value of Numbers Linearly. In Owen Rambow, Leo Wanner, Marianna Apidianaki, Hend Al-Khalifa 0001, Barbara Di Eugenio, Steven Schockaert, editors, Proceedings of the 31st International Conference on Computational Linguistics, COLING 2025, Abu Dhabi, UAE, January 19-24, 2025. pages 693-709, Association for Computational Linguistics, 2025. [doi]

Abstract

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