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Pretraining Language Models with Text-Attributed Heterogeneous Graphs

Pretraining Language Models with Text-Attributed Heterogeneous Graphs

19 October 2023
Tao Zou
Le Yu
Yifei Huang
Leilei Sun
Bo Du
    AI4CE
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Papers citing "Pretraining Language Models with Text-Attributed Heterogeneous Graphs"

6 / 6 papers shown
Title
The Graph's Apprentice: Teaching an LLM Low Level Knowledge for Circuit Quality Estimation
The Graph's Apprentice: Teaching an LLM Low Level Knowledge for Circuit Quality Estimation
Reza Moravej
Saurabh Bodhe
Zhanguang Zhang
Didier Chetelat
Dimitrios Tsaras
Yingxue Zhang
Hui-Ling Zhen
Jianye Hao
M. Yuan
50
1
0
17 Feb 2025
HierPromptLM: A Pure PLM-based Framework for Representation Learning on Heterogeneous Text-rich Networks
HierPromptLM: A Pure PLM-based Framework for Representation Learning on Heterogeneous Text-rich Networks
Q. Zhu
Liang Zhang
Qianxiong Xu
Cheng Long
53
1
0
22 Jan 2025
Heterformer: Transformer-based Deep Node Representation Learning on
  Heterogeneous Text-Rich Networks
Heterformer: Transformer-based Deep Node Representation Learning on Heterogeneous Text-Rich Networks
Bowen Jin
Yu Zhang
Qi Zhu
Jiawei Han
70
40
0
20 May 2022
Node Feature Extraction by Self-Supervised Multi-scale Neighborhood
  Prediction
Node Feature Extraction by Self-Supervised Multi-scale Neighborhood Prediction
Eli Chien
Wei-Cheng Chang
Cho-Jui Hsieh
Hsiang-Fu Yu
Jiong Zhang
O. Milenkovic
Inderjit S Dhillon
137
130
0
29 Oct 2021
TextGNN: Improving Text Encoder via Graph Neural Network in Sponsored
  Search
TextGNN: Improving Text Encoder via Graph Neural Network in Sponsored Search
Jason Zhu
Yanling Cui
Yuming Liu
Hao-Lun Sun
Xue Li
Markus Pelger
Tianqi Yan
Liangjie Zhang
Ruofei Zhang
Huasha Zhao
AI4CE
60
74
0
15 Jan 2021
Heterogeneous Graph Transformer
Heterogeneous Graph Transformer
Ziniu Hu
Yuxiao Dong
Kuansan Wang
Yizhou Sun
181
1,157
0
03 Mar 2020
1