3 papers
cs.CL2024
PROC2PDDL: Open-Domain Planning Representations from Texts
Tianyi Zhang, Li Zhang, Zhaoyi Hou +5
Planning in a text-based environment continues to be a major challenge for AI systems. Recent approaches have used language models to predict a planning domain definition (e.g., PD…
cs.AI2023
Choice-75: A Dataset on Decision Branching in Script Learning
Zhaoyi Joey Hou, Li Zhang, Chris Callison-Burch
Script learning studies how stereotypical events unfold, enabling machines to reason about narratives with implicit information. Previous works mostly consider a script as a linear…
cs.CL2023
Large Language Models as Sous Chefs: Revising Recipes with GPT-3
Alyssa Hwang, Bryan Li, Zhaoyi Hou +1
With their remarkably improved text generation and prompting capabilities, large language models can adapt existing written information into forms that are easier to use and unders…