2 papers
cs.LG2026
Monte Carlo Tree Search for Execution-Guided Program Repair with Large Language Models
Yixuan Liang
Automated program repair with large language models remains challenging at the repository level due to long-horizon reasoning requirements and the limitations of autoregressive dec…
cs.CL2024
Integrating Planning into Single-Turn Long-Form Text Generation
Yi Liang, You Wu, Honglei Zhuang +8
Generating high-quality, in-depth textual documents, such as academic papers, news articles, Wikipedia entries, and books, remains a significant challenge for Large Language Models…