2 papers
cs.IR2025
GNN-Coder: Boosting Semantic Code Retrieval with Combined GNNs and Transformer
Yufan Ye, Pu Pang, Ting Zhang +1
Code retrieval is a crucial component in modern software development, particularly in large-scale projects. However, existing approaches relying on sequence-based models often fail…
cs.SE2025
Process-Supervised Reinforcement Learning for Code Generation
Yufan Ye, Ting Zhang, Wenbin Jiang +1
Existing reinforcement learning strategies based on outcome supervision have proven effective in enhancing the performance of large language models(LLMs) for code generation. While…