Leverage Knowledge Graph and Large Language Model for Law Article Recommendation: A Case Study of Chinese Criminal Law · HackerPapers discussionshttps://hackerpaper.kaipfister.de/p/2410.04949/Collected HN comments and submissions linking this paper.enMon, 02 Nov 2026 11:16:22 GMTLeverage Knowledge Graph and Large Language Model for Law Article Recommendation: A Case Study of Chinese Criminal Law — mentioned by btownhttps://news.ycombinator.com/item?id=42441908urn:hackerpapers:mention:2410.04949:42441908Tue, 17 Dec 2024 15:05:16 GMT<p>Law does have subroutines like this... but they&#x27;re implicit via &quot;as used in this section, X is defined as&quot; clauses that may be pages away or defined decades prior, as well as de facto definitions scattered through centuries of case law. New legislation can&#x27;t simplify things unless the entire graph of implicit definitions is considered. All this was inscrutable before LLMs, but LLMs bring their own challenges: to summarize something in plain text, is it using a deep graph of definitions that are sourced and verifiable, or hallucinating their existence? IMO architectures as in…</p><p><a href="https://hackerpaper.kaipfister.de/p/2410.04949/">Paper and discussion history</a>. A mention is not an endorsement.</p>cs.IR