Reposted by Yahya Emara
Jason Eisner & Li Du’s “Syntactic and semantic control of large language models via sequential Monte Carlo” with @joaoloula.bsky.social, @benlipkin.bsky.social, @yahyaemara.bsky.social, @alexlew.bsky.social, @xtimv.bsky.social, & more presents an architecture for controlled LM generation: (11/12)
openreview.net
Syntactic and Semantic Control of Large Language Models via...
A wide range of LM applications require generating text that conforms to syntactic or semantic constraints. Imposing such constraints can be naturally framed as _probabilistic conditioning_, but...
