SynCode: LLM Generation with Grammar Augmentation · HackerPapers discussionshttps://hackerpaper.kaipfister.de/p/2403.01632/Collected HN comments and submissions linking this paper.enMon, 02 Nov 2026 11:16:22 GMTSynCode: LLM Generation with Grammar Augmentation — mentioned by sugarehttps://news.ycombinator.com/item?id=40305949urn:hackerpapers:mention:2403.01632:40305949Thu, 09 May 2024 07:00:31 GMT<p>SynCode is efficient (&lt;10% overhead) and provably sound in generating syntactical LLM output for any LR(1) grammar. Currently supports built-in grammars for Python, Go, Java, JSON, SQL, first-order logic, and support for many grammars is WIP. We have added some interesting notebooks with miscellaneous grammars here: https://github.com/uiuc-focal-lab/syncode/tree/main/notebook... The arXiv version of the paper is available here: https://arxiv.org/abs/2403.01632</p><p><a href="https://hackerpaper.kaipfister.de/p/2403.01632/">Paper and discussion history</a>. A mention is not an endorsement.</p>cs.LG