no code implementations • 6 Feb 2024 • Jihyung Kil, Chan Hee Song, Boyuan Zheng, Xiang Deng, Yu Su, Wei-Lun Chao
Automatic web navigation aims to build a web agent that can follow language instructions to execute complex and diverse tasks on real-world websites.
1 code implementation • 30 Nov 2023 • Samuel Stevens, Jiaman Wu, Matthew J Thompson, Elizabeth G Campolongo, Chan Hee Song, David Edward Carlyn, Li Dong, Wasila M Dahdul, Charles Stewart, Tanya Berger-Wolf, Wei-Lun Chao, Yu Su
We then develop BioCLIP, a foundation model for the tree of life, leveraging the unique properties of biology captured by TreeOfLife-10M, namely the abundance and variety of images of plants, animals, and fungi, together with the availability of rich structured biological knowledge.
no code implementations • ICCV 2023 • Chan Hee Song, Jiaman Wu, Clayton Washington, Brian M. Sadler, Wei-Lun Chao, Yu Su
In this work, we propose a novel method, LLM-Planner, that harnesses the power of large language models to do few-shot planning for embodied agents.
1 code implementation • CVPR 2022 • Chan Hee Song, Jihyung Kil, Tai-Yu Pan, Brian M. Sadler, Wei-Lun Chao, Yu Su
We study the problem of developing autonomous agents that can follow human instructions to infer and perform a sequence of actions to complete the underlying task.
1 code implementation • 6 Mar 2020 • Chan Hee Song, Dawn Lawrie, Tim Finin, James Mayfield
The goal of this work is to improve the performance of a neural named entity recognition system by adding input features that indicate a word is part of a name included in a gazetteer.
1 code implementation • 22 Sep 2019 • Arijit Sehanobish, Chan Hee Song
In this paper for Chinese NER systems, we do not use these traditional features but we use lexicographic features of Chinese characters.