Towards Comprehensive Patent Approval Predictions:Beyond Traditional Document Classification

no code implementations • ACL 2022 • Xiaochen Gao, Zhaoyi Hou, Yifei Ning, Kewen Zhao, Beilei He, Jingbo Shang, Vish Krishnan

novelty scores.

Classification Document Classification

PROC2PDDL: Open-Domain Planning Representations from Texts

no code implementations • 29 Feb 2024 • Tianyi Zhang, Li Zhang, Zhaoyi Hou, Ziyu Wang, Yuling Gu, Peter Clark, Chris Callison-Burch, Niket Tandon

Planning in a text-based environment continues to be a major challenge for AI systems.

Large Language Models as Sous Chefs: Revising Recipes with GPT-3

1 code implementation • 24 Jun 2023 • Alyssa Hwang, Bryan Li, Zhaoyi Hou, Dan Roth

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 understand.

Text Generation

Human-in-the-Loop Schema Induction

no code implementations • 25 Feb 2023 • Tianyi Zhang, Isaac Tham, Zhaoyi Hou, Jiaxuan Ren, Liyang Zhou, Hainiu Xu, Li Zhang, Lara J. Martin, Rotem Dror, Sha Li, Heng Ji, Martha Palmer, Susan Brown, Reece Suchocki, Chris Callison-Burch

Schema induction builds a graph representation explaining how events unfold in a scenario.

Information Retrieval Retrieval