Adaptive Critical Token-Aware Retrieval for Repository-Level Code Generation
Updated
Updated · arxiv.org · Sep 1
Adaptive Critical Token-Aware Retrieval for Repository-Level Code Generation
1 articles · Updated · arxiv.org · Sep 1
Summary
Researchers have introduced ACToR, a new framework for repository-level code generation that dynamically retrieves context at critical tokens during code synthesis.
ACToR identifies decisive positions—'critical tokens'—where errors could cause cascading failures, and provides targeted repository information to improve code accuracy.
Tested on RepoExec and CoderEval benchmarks, ACToR outperformed state-of-the-art methods, highlighting the importance of fine-grained, token-aware retrieval in software development.