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]

@inproceedings{ZhuDS25,
  title = {Language Models Encode the Value of Numbers Linearly},
  author = {Fangwei Zhu and Damai Dai and Zhifang Sui},
  year = {2025},
  url = {https://aclanthology.org/2025.coling-main.47/},
  researchr = {https://researchr.org/publication/ZhuDS25},
  cites = {0},
  citedby = {0},
  pages = {693-709},
  booktitle = {Proceedings of the 31st International Conference on Computational Linguistics, COLING 2025, Abu Dhabi, UAE, January 19-24, 2025},
  editor = {Owen Rambow and Leo Wanner and Marianna Apidianaki and Hend Al-Khalifa 0001 and Barbara Di Eugenio and Steven Schockaert},
  publisher = {Association for Computational Linguistics},
  isbn = {979-8-89176-196-4},
}