CATCODER: Repository-Level Code Generation with Relevant Code and Type Context — mentioned by herrington_d

Mon, 04 Aug 2025 01:46:23 GMT

There are researches backing some sort of "typed language is better for LLM". Like https://arxiv.org/abs/2504.09246, Type-Constrained Code Generation with Language Models, where LLM's output is constrainted by type checkers. Also https://arxiv.org/abs/2406.03283, Enhancing Repository-Level Code Generation with Integrated Contextual Information, uses staic analyzers to produce prompts with more context info. Yet, the argument does directly translate to the conclusion that typed language is rigorously better for LLM without external tools. However, typed language and its static analysis…

Paper and discussion history. A mention is not an endorsement.

CATCODER: Repository-Level Code Generation with Relevant Code and Type Context · HackerPapers discussions

CATCODER: Repository-Level Code Generation with Relevant Code and Type Context — mentioned by herrington_d