Jesse Thomason

@thomason.bsky.social

774 Followers 492 Following

Associate Prof @ GaTech Prev: Assistant Prof @ USC http://glamor.rocks/ https://jessethomason.com/

Jesse Thomason and Jesse Zhang in their respective PhD robes.
The ASLKG relates the form (e.g., 2/V handshape) and meaning (e.g., related to sight) of signs in the ASL lexicon. We use this knowledge to neurosymbolically recognize signs (e.g., READ) and infer their meaning.
LLMs can propose plans and generate action semantics, but struggle with state tracking. Symbolic planners leverage specialized search algorithms, but require predefined action semantics for the environment. PSALM integrates the strengths of both.