Memorize or Generalize? Evaluating LLM Code Generation with Evolved Questions

4 March 2025

Papers citing "Memorize or Generalize? Evaluating LLM Code Generation with Evolved Questions"

6 / 6 papers shown

Title
The SWE-Bench Illusion: When State-of-the-Art LLMs Remember Instead of Reason Shanchao Liang Spandan Garg Roshanak Zilouchian Moghaddam 17 1 0 14 Jun 2025
code_transformed: The Influence of Large Language Models on Code Yuliang Xu Siming Huang Mingmeng Geng Yao Wan Xuanhua Shi Dongping Chen 18 0 0 13 Jun 2025
Data Heterogeneity Modeling for Trustworthy Machine Learning Jiashuo Liu Peng Cui 50 0 0 01 Jun 2025
LLMs as Planning Modelers: A Survey for Leveraging Large Language Models to Construct Automated Planning Models Marcus Tantakoun Xiaodan Zhu Christian Muise 107 7 0 22 Mar 2025
On Memorization of Large Language Models in Logical Reasoning Chulin Xie Yangsibo Huang Chiyuan Zhang Da Yu Xinyun Chen Bill Yuchen Lin Bo Li Badih Ghazi Ravi Kumar LRM 152 41 0 30 Oct 2024
WizardCoder: Empowering Code Large Language Models with Evol-Instruct Ziyang Luo Can Xu Pu Zhao Qingfeng Sun Xiubo Geng Wenxiang Hu Chongyang Tao Jing Ma Qingwei Lin Daxin Jiang ELM SyDa ALM 181 698 0 14 Jun 2023