Text Level Graph Neural Network for Text Classification

6 October 2019

Sujian Li

Houfeng WANG

Papers citing "Text Level Graph Neural Network for Text Classification"

50 / 63 papers shown

Title
Advanced Text Analytics -- Graph Neural Network for Fake News Detection in Social Media Anantram Patel Vijay Kumar Sutrakar 43 0 0 22 Feb 2025
A Simple Graph Contrastive Learning Framework for Short Text Classification Yonghao Liu Fausto Giunchiglia Lan Huang Ximing Li Xiaoyue Feng Renchu Guan 34 0 0 17 Jan 2025
Contrastive Multi-graph Learning with Neighbor Hierarchical Sifting for Semi-supervised Text Classification Wei Ai Jianbin Li Ze Wang Yingying Wei Tao Meng Yuntao Shou Keqin Lib 90 3 0 25 Nov 2024
Text Classification using Graph Convolutional Networks: A Comprehensive Survey Syed Mustafa Haider Rizvi Ramsha Imran Arif Mahmood GNN OOD FaML 21 0 0 12 Oct 2024
MBDS: A Multi-Body Dynamics Simulation Dataset for Graph Networks Simulators Sheng Yang Fengge Wu Junsuo Zhao AI4CE 18 0 0 04 Oct 2024
Unintentional Security Flaws in Code: Automated Defense via Root Cause Analysis Nafis Tanveer Islam Mazal Bethany Dylan Manuel Murtuza Jadliwala Peyman Najafirad 25 0 0 30 Aug 2024
A Structural Feature-Based Approach for Comprehensive Graph Classification Saiful Islam M. Hasan P. Khanra 35 2 0 10 Aug 2024
Test-Time Training on Graphs with Large Language Models (LLMs) Jiaxin Zhang Yiqi Wang Xihong Yang Siwei Wang Yu Feng Yu Shi Ruicaho Ren En Zhu Xinwang Liu 40 2 0 21 Apr 2024
Learning to Approximate Adaptive Kernel Convolution on Graphs Jaeyoon Sim Sooyeon Jeon Injun Choi Guorong Wu Won Hwa Kim 19 3 0 22 Jan 2024
Hierarchical Knowledge Distillation on Text Graph for Data-limited Attribute Inference Quan Li Shixiong Jing Lingwei Chen 22 0 0 10 Jan 2024
Label Deconvolution for Node Representation Learning on Large-scale Attributed Graphs against Learning Bias Zhihao Shi Jie Wang Fanghua Lu Hanzhu Chen Defu Lian Zheng Wang Jieping Ye Feng Wu AI4CE 19 6 0 26 Sep 2023
SimTeG: A Frustratingly Simple Approach Improves Textual Graph Learning Keyu Duan Qian Liu Tat-Seng Chua Shuicheng Yan Wei Tsang Ooi Qizhe Xie Junxian He 22 56 0 03 Aug 2023
Connecting the Dots: What Graph-Based Text Representations Work Best for Text Classification Using Graph Neural Networks? M. Bugueño Gerard de Melo AI4CE 10 3 0 23 May 2023
Clinical Note Owns its Hierarchy: Multi-Level Hypergraph Neural Networks for Patient-Level Representation Learning Nayeon Kim Yinhua Piao Sun Kim 16 3 0 16 May 2023
Word Grounded Graph Convolutional Network Zhibin Lu Qianqian Xie Benyou Wang J. Nie OOD GNN 8 0 0 10 May 2023
Learning to Parallelize with OpenMP by Augmented Heterogeneous AST Representation Le Chen Quazi Ishtiaque Mahmud Hung Phan Nesreen Ahmed Ali Jannesari 30 11 0 09 May 2023
Graph Neural Networks for Text Classification: A Survey Kunze Wang Yihao Ding S. Han FaML GNN 21 25 0 23 Apr 2023
Train Your Own GNN Teacher: Graph-Aware Distillation on Textual Graphs Costas Mavromatis V. Ioannidis Shen Wang Da Zheng Soji Adeshina Jun Ma Han Zhao Christos Faloutsos George Karypis 13 29 0 20 Apr 2023
An Unbiased Transformer Source Code Learning with Semantic Vulnerability Graph Nafis Tanveer Islam G. Parra Dylan Manuel E. Bou-Harb Peyman Najafirad 15 8 0 17 Apr 2023
Seq-HyGAN: Sequence Classification via Hypergraph Attention Network Khaled Mohammed Saifuddin Corey May Farhan Tanvir Muhammad Ifte Khairul Islam Esra Akbas GNN 13 9 0 04 Mar 2023
Layout-aware Webpage Quality Assessment Anfeng Cheng Yiding Liu Weibin Li Qian Dong Shuaiqiang Wang Zhengjie Huang Shikun Feng Zhicong Cheng Dawei Yin 3DV 27 4 0 28 Jan 2023
Learning on Large-scale Text-attributed Graphs via Variational Inference Jianan Zhao Meng Qu Chaozhuo Li Hao Yan Qian Liu Rui Li Xing Xie Jian Tang VLM 26 131 0 26 Oct 2022
Test-Time Training for Graph Neural Networks Yiqi Wang Chaozhuo Li Wei Jin Rui Li Jianan Zhao Jiliang Tang Xing Xie OOD 22 14 0 17 Oct 2022
On the Effectiveness of Hybrid Pooling in Mixup-Based Graph Learning for Language Processing Zeming Dong Qiang Hu Zhenya Zhang Yuejun Guo Maxime Cordy Mike Papadakis Yves Le Traon Jianjun Zhao 27 3 0 06 Oct 2022
A semantic hierarchical graph neural network for text classification Shuai Hua Xinxin Li Yun Jing Qu Liu 15 3 0 15 Sep 2022
Multimodal learning with graphs Yasha Ektefaie George Dasoulas Ayush Noori Maha Farhat Marinka Zitnik 51 82 0 07 Sep 2022
Emotion Analysis using Multi-Layered Networks for Graphical Representation of Tweets Anna Nguyen Antonio Longa Massimiliano Luca Joe Kaul Gabriel Lopez 33 12 0 02 Jul 2022
Heterogeneous Graph Neural Networks for Software Effort Estimation Hung Phan Ali Jannesari 19 8 0 22 Jun 2022
KE-QI: A Knowledge Enhanced Article Quality Identification Dataset Chunhui Ai Derui Wang Xuemi Yan Yang Xu Wenrui Xie Ziqiang Cao 19 0 0 15 Jun 2022
InducT-GCN: Inductive Graph Convolutional Networks for Text Classification Kunze Wang S. Han Josiah Poon GNN 24 36 0 01 Jun 2022
Parallel and Distributed Graph Neural Networks: An In-Depth Concurrency Analysis Maciej Besta Torsten Hoefler GNN 32 56 0 19 May 2022
Trigger-GNN: A Trigger-Based Graph Neural Network for Nested Named Entity Recognition Yuan Sui Fanyang Bu Ying Hu Wei Yan L. Zhang 36 9 0 12 Apr 2022
CLMLF:A Contrastive Learning and Multi-Layer Fusion Method for Multimodal Sentiment Detection Zhen Li Bing Xu Conghui Zhu T. Zhao 38 70 0 12 Apr 2022
Are We Really Making Much Progress in Text Classification? A Comparative Review Lukas Galke Andor Diera Bao Xin Lin Bhakti Khera Tim Meuser Tushar Singhal Fabian Karl A. Scherp VLM 24 3 0 08 Apr 2022
Explicit Feature Interaction-aware Graph Neural Networks Minkyu Kim Hyunseung Choi Jinho Kim GNN 22 6 0 07 Apr 2022
Understanding Graph Convolutional Networks for Text Classification S. Han Zihan Yuan Kunze Wang Siqu Long Josiah Poon GNN 21 16 0 30 Mar 2022
TextConvoNet:A Convolutional Neural Network based Architecture for Text Classification Sanskar Soni S. Chouhan S. Rathore 33 95 0 10 Mar 2022
Story Point Effort Estimation by Text Level Graph Neural Network Hung Phan Ali Jannesari GNN 6 3 0 06 Mar 2022
Chinese Word Segmentation with Heterogeneous Graph Neural Network Xuemei Tang Jun Wang Q. Su 16 5 0 22 Jan 2022
TextRGNN: Residual Graph Neural Networks for Text Classification Jiayuan Chen Boyu Zhang Yinfei Xu Meng Wang 25 4 0 30 Dec 2021
An Adaptive Graph Pre-training Framework for Localized Collaborative Filtering Yiqi Wang Chaozhuo Li Zheng Liu Mingzheng Li Jiliang Tang Xing Xie Lei Chen Philip S. Yu 22 23 0 14 Dec 2021
Sparse Structure Learning via Graph Neural Networks for Inductive Document Classification Yinhua Piao Sangseon Lee Dohoon Lee Sun Kim 6 34 0 13 Dec 2021
Hierarchical Heterogeneous Graph Representation Learning for Short Text Classification Yaqing Wang Song Wang Quanming Yao Dejing Dou 17 43 0 30 Oct 2021
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 152 130 0 29 Oct 2021
ReGVD: Revisiting Graph Neural Networks for Vulnerability Detection Van-Anh Nguyen D. Q. Nguyen Van Nguyen Trung Le Quan Hung Tran Dinh Q. Phung 18 109 0 14 Oct 2021
Hierarchical information matters: Text classification via tree based graph neural network Chong Zhang He Zhu X. Peng Junran Wu Ke Xu 27 6 0 05 Oct 2021
Sent2Span: Span Detection for PICO Extraction in the Biomedical Text without Span Annotations Shifeng Liu Yifang Sun Bing Li Wei Wang Florence T. Bourgeois A. Dunn 11 14 0 06 Sep 2021
BertGCN: Transductive Text Classification by Combining GCN and BERT Yuxiao Lin Yuxian Meng Xiaofei Sun Qinghong Han Kun Kuang Jiwei Li Fei Wu 11 225 0 12 May 2021
Text Guide: Improving the quality of long text classification by a text selection method based on feature importance K. Fiok W. Karwowski Edgar Gutierrez-Franco Mohammad Reza Davahli Maciej Wilamowski T. Ahram Awad M. Aljuaid Jozef Zurada VLM 20 33 0 15 Apr 2021
Graph Classification by Mixture of Diverse Experts Fenyu Hu Liping Wang Shu Wu Liang Wang T. Tan 23 10 0 29 Mar 2021