1 code implementation • 10 Aug 2024 • Kerui Zhu, Bo-Wei Huang, Bowen Jin, Yizhu Jiao, Ming Zhong, Kevin Chang, Shou-De Lin, Jiawei Han
Inspired by the recent advancements of Large Language Models (LLMs) in NLP tasks, there's growing interest in applying LLMs to graph-related tasks.
no code implementations • 18 Oct 2023 • Kerui Zhu, Jie Huang, Kevin Chen-Chuan Chang
We present a novel system that automatically extracts and generates informative and descriptive sentences from the biomedical corpus and facilitates the efficient search for relational knowledge.
1 code implementation • 20 Dec 2022 • Chenzhengyi Liu, Jie Huang, Kerui Zhu, Kevin Chen-Chuan Chang
MoREE consists of a mixture of retrievers model that retrieves diverse context sentences related to the given concepts, and a mixture of generators model that generates diverse sentences based on the retrieved contexts.
1 code implementation • 21 May 2022 • Jie Huang, Kerui Zhu, Kevin Chen-Chuan Chang, JinJun Xiong, Wen-mei Hwu
Experiments demonstrate that our system can extract and generate high-quality relation descriptions for explaining entity relationships.
2 code implementations • 6 Nov 2019 • Shi-Ju Kang, Enze Li, Wujing Ou, Kerui Zhu, Jun-Hui Fan, Qingwen Wu, Yue Yin
Using the 4FGL catalog, a sample of 3137 Fermi blazars with 23 parameters is systematically selected.
High Energy Astrophysical Phenomena