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cs.CL2024★ 1 cited
CodeTree: Agent-guided Tree Search for Code Generation with Large Language Models
Jierui Li, Hung Le, Yingbo Zhou +3
Pre-trained on massive amounts of code and text data, large language models (LLMs) have demonstrated remarkable achievements in performing code generation tasks. With additional ex…
cs.CL2024
Distilling Algorithmic Reasoning from LLMs via Explaining Solution Programs
Jierui Li, Raymond Mooney
Distilling explicit chain-of-thought reasoning paths has emerged as an effective method for improving the reasoning abilities of large language models (LLMs) across various tasks.…