Leveraging Knowledge Graphs and LLMs to Support and Monitor Legislative Systems — mentioned by btown

Tue, 17 Dec 2024 15:05:16 GMT

Law does have subroutines like this... but they're implicit via "as used in this section, X is defined as" 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'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…

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

Leveraging Knowledge Graphs and LLMs to Support and Monitor Legislative Systems · HackerPapers discussions

Leveraging Knowledge Graphs and LLMs to Support and Monitor Legislative Systems — mentioned by btown