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Graph-Aware Language Model Pre-Training on a Large Graph Corpus Can Help
  Multiple Graph Applications

Graph-Aware Language Model Pre-Training on a Large Graph Corpus Can Help Multiple Graph Applications

5 June 2023
Han Xie
Da Zheng
Jun Ma
Houyu Zhang
V. Ioannidis
Xiang Song
Q. Ping
Sheng Wang
Carl Yang
Yi Xu
Belinda Zeng
Trishul Chilimbi
    AI4CE
ArXiv (abs)PDFHTML

Papers citing "Graph-Aware Language Model Pre-Training on a Large Graph Corpus Can Help Multiple Graph Applications"

5 / 5 papers shown
Title
Unify Graph Learning with Text: Unleashing LLM Potentials for Session Search
Unify Graph Learning with Text: Unleashing LLM Potentials for Session Search
Songhao Wu
Quan Tu
Hong Liu
Jia Xu
Zhongyi Liu
Guannan Zhang
Ran Wang
Xiuying Chen
Rui Yan
175
5
0
20 May 2025
Lost-in-Distance: Impact of Contextual Proximity on LLM Performance in Graph Tasks
Lost-in-Distance: Impact of Contextual Proximity on LLM Performance in Graph Tasks
Hamed Firooz
Maziar Sanjabi
Wenlong Jiang
Xiaoling Zhai
144
3
0
03 Jan 2025
LightRAG: Simple and Fast Retrieval-Augmented Generation
LightRAG: Simple and Fast Retrieval-Augmented Generation
Zirui Guo
Lianghao Xia
Yanhua Yu
Tu Ao
Chao Huang
127
30
0
08 Oct 2024
Exploring the Potential of Large Language Models for Heterophilic Graphs
Exploring the Potential of Large Language Models for Heterophilic Graphs
Yuxia Wu
Shujie Li
Yuan Fang
Chuan Shi
149
3
0
26 Aug 2024
TouchUp-G: Improving Feature Representation through Graph-Centric Finetuning
TouchUp-G: Improving Feature Representation through Graph-Centric Finetuning
Jing Zhu
Xiang Song
V. Ioannidis
Danai Koutra
Christos Faloutsos
178
15
0
25 Sep 2023
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