AI RESEARCH
TreeCoder: Systematic Exploration and Optimisation of Decoding and Constraints for LLM Code Generation
arXiv CS.LG
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ArXi:2511.22277v2 Announce Type: replace 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