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)
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...
openreview.net
April 21, 2025 at 4:44 PM
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)
Reposted by Yahya Emara
#ICLR2025 Oral
How can we control LMs using diverse signals such as static analyses, test cases, and simulations?
In our paper “Syntactic and Semantic Control of Large Language Models via Sequential Monte Carlo” (w/ @benlipkin.bsky.social,
@alexlew.bsky.social, @xtimv.bsky.social) we:
How can we control LMs using diverse signals such as static analyses, test cases, and simulations?
In our paper “Syntactic and Semantic Control of Large Language Models via Sequential Monte Carlo” (w/ @benlipkin.bsky.social,
@alexlew.bsky.social, @xtimv.bsky.social) we:
April 25, 2025 at 7:33 PM
#ICLR2025 Oral
How can we control LMs using diverse signals such as static analyses, test cases, and simulations?
In our paper “Syntactic and Semantic Control of Large Language Models via Sequential Monte Carlo” (w/ @benlipkin.bsky.social,
@alexlew.bsky.social, @xtimv.bsky.social) we:
How can we control LMs using diverse signals such as static analyses, test cases, and simulations?
In our paper “Syntactic and Semantic Control of Large Language Models via Sequential Monte Carlo” (w/ @benlipkin.bsky.social,
@alexlew.bsky.social, @xtimv.bsky.social) we:
Reposted by Yahya Emara
Trying to bring ML/NLP/etal people from ETH Zürich together. Ping me to add you. 🙂
bsky.app/starter-pack...
bsky.app/starter-pack...
November 18, 2024 at 10:51 AM
Trying to bring ML/NLP/etal people from ETH Zürich together. Ping me to add you. 🙂
bsky.app/starter-pack...
bsky.app/starter-pack...