Search Results for author: Kerui Zhu

Found 5 papers, 4 papers with code

Investigating Instruction Tuning Large Language Models on Graphs

1 code implementation10 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.

Instruction Following

Descriptive Knowledge Graph in Biomedical Domain

no code implementations18 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.

Descriptive

DimonGen: Diversified Generative Commonsense Reasoning for Explaining Concept Relationships

1 code implementation20 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.

Diversity Retrieval

DEER: Descriptive Knowledge Graph for Explaining Entity Relationships

1 code implementation21 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.

BIG-bench Machine Learning Descriptive +4

Evaluating the classification of Fermi BCUs from the 4FGL Catalog Using Machine Learning

2 code implementations6 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

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