TreeCoder: Systematic Exploration and Optimisation of Decoding and Constraints for LLM Code Generation
arXiv:2511.22277v2 Announce Type: replace
Abstract: Large language models (LLMs) have shown remarkable ability to generate code, yet their outputs often violate syntactic or semantic constraints when guided only through natural language prompts. We in…