An Empirical Study of Data Ability Boundary in LLMs' Math Reasoning

23 February 2024

Papers citing "An Empirical Study of Data Ability Boundary in LLMs' Math Reasoning"

8 / 8 papers shown

Title
X-Reasoner: Towards Generalizable Reasoning Across Modalities and Domains Qianchu Liu Sheng Zhang Guanghui Qin Timothy Ossowski Yu Gu ... Sam Preston Mu-Hsin Wei Paul Vozila Tristan Naumann Hoifung Poon OOD LRM VLM 45 0 0 06 May 2025
Learning Autonomous Code Integration for Math Language Models Haozhe Wang Long Li C. Qu Fengming Zhu Weidi Xu Wei Chu Fangzhen Lin 49 1 0 02 Feb 2025
Curriculum Demonstration Selection for In-Context Learning Duc Anh Vu Nguyen Tran Cong Duy Xiaobao Wu Hoang Minh Nhat Du Mingzhe Nguyen Thanh Thong Anh Tuan Luu 62 0 0 27 Nov 2024
Learning Mathematical Rules with Large Language Models Antoine Gorceix Bastien Le Chenadec Ahmad Rammal N. Vadori Manuela Veloso 18 1 0 22 Oct 2024
JiuZhang3.0: Efficiently Improving Mathematical Reasoning by Training Small Data Synthesis Models Kun Zhou Beichen Zhang Jiapeng Wang Zhipeng Chen Wayne Xin Zhao Jing Sha Zhichao Sheng Shijin Wang Ji-Rong Wen SyDa LRM 27 29 0 23 May 2024
Self-Evaluation Guided Beam Search for Reasoning Yuxi Xie Kenji Kawaguchi Yiran Zhao Xu Zhao MingSung Kan Junxian He Qizhe Xie LRM 156 128 0 01 May 2023
Self-Consistency Improves Chain of Thought Reasoning in Language Models Xuezhi Wang Jason W. Wei Dale Schuurmans Quoc Le Ed H. Chi Sharan Narang Aakanksha Chowdhery Denny Zhou ReLM BDL LRM AI4CE 297 3,163 0 21 Mar 2022
Meta-learning via Language Model In-context Tuning Yanda Chen Ruiqi Zhong Sheng Zha George Karypis He He 210 155 0 15 Oct 2021