Graph Convolutional Networks for Text Classification

15 September 2018

Papers citing "Graph Convolutional Networks for Text Classification"

50 / 116 papers shown

Title
Exploiting Text Semantics for Few and Zero Shot Node Classification on Text-attributed Graph Yuxiang Wang Xiao Yan Shiyu Jin Quanqing Xu Chuang Hu Yuanyuan Zhu Bo Du Jia Wu Jiawei Jiang 29 0 0 13 May 2025
GraphFM: Graph Factorization Machines for Feature Interaction Modeling Shu Wu Zekun Li Yunyue Su Zeyu Cui Xiaoyu Zhang Liang Wang 66 22 0 24 Feb 2025
Algorithm for Semantic Network Generation from Texts of Low Resource Languages Such as Kiswahili B. Wanjawa Lawrence Muchemi Evans Miriti 48 0 0 17 Jan 2025
SPARC: Spectral Architectures Tackling the Cold-Start Problem in Graph Learning Yahel Jacobs Reut Dayan Uri Shaham 49 0 0 03 Nov 2024
Object-Attribute-Relation Representation Based Video Semantic Communication Qiyuan Du Yiping Duan Qianqian Yang Xiaoming Tao Mérouane Debbah 58 2 0 15 Jun 2024
Heterogeneous Subgraph Transformer for Fake News Detection Yuchen Zhang Xiaoxia Ma Jia Wu Jian Yang Hao Fan 32 12 0 19 Apr 2024
DocGraphLM: Documental Graph Language Model for Information Extraction Dongsheng Wang Zhiqiang Ma Armineh Nourbakhsh Kang Gu Sameena Shah 34 8 0 05 Jan 2024
Graph Neural Networks for Antisocial Behavior Detection on Twitter Martina Toshevska S. Kalajdziski Sonja Gievska 19 0 0 28 Dec 2023
Tag Prediction of Competitive Programming Problems using Deep Learning Techniques Taha Lokat Divya Prajapati Shubhada Labde 16 1 0 03 Aug 2023
Question Answering with Deep Neural Networks for Semi-Structured Heterogeneous Genealogical Knowledge Graphs Omri Suissa M. Zhitomirsky-Geffet Avshalom Elmalech GNN BDL 29 8 0 30 Jul 2023
Node-weighted Graph Convolutional Network for Depression Detection in Transcribed Clinical Interviews Sergio Burdisso Esaú Villatoro-Tello S. Madikeri P. Motlícek 25 9 0 03 Jul 2023
The Evolution of Distributed Systems for Graph Neural Networks and their Origin in Graph Processing and Deep Learning: A Survey Jana Vatter R. Mayer Hans-Arno Jacobsen GNN AI4TS AI4CE 40 23 0 23 May 2023
Enriching language models with graph-based context information to better understand textual data Albert Roethel M. Ganzha Anna Wróblewska 13 2 0 10 May 2023
Continual Graph Convolutional Network for Text Classification Tiandeng Wu Qijiong Liu Yinhao Cao yao. huang Xiao-Ming Wu Jiandong Ding GNN 16 9 0 09 Apr 2023
Attention is Not Always What You Need: Towards Efficient Classification of Domain-Specific Text Yasmen Wahba N. Madhavji John Steinbacher 27 0 0 31 Mar 2023
Item Graph Convolution Collaborative Filtering for Inductive Recommendations Edoardo DÁmico Khalil Muhammad E. Tragos Barry Smyth N. Hurley A. Lawlor GNN 16 6 0 28 Mar 2023
GNN-based physics solver for time-independent PDEs R. J. Gladstone H. Rahmani V. Suryakumar Hadi Meidani M. DÉlia A. Zareei AI4CE 20 15 0 28 Mar 2023
GraphSR: A Data Augmentation Algorithm for Imbalanced Node Classification Mengting Zhou Zhiguo Gong 8 19 0 24 Feb 2023
Understanding and Improving Deep Graph Neural Networks: A Probabilistic Graphical Model Perspective Jiayuan Chen Xiang Zhang Yinfei Xu Tianli Zhao Renjie Xie Wei Xu GNN BDL 21 0 0 25 Jan 2023
FewShotTextGCN: K-hop neighborhood regularization for few-shot learning on graphs Niels van der Heijden Ekaterina Shutova H. Yannakoudakis 23 0 0 25 Jan 2023
Knowledge-augmented Graph Neural Networks with Concept-aware Attention for Adverse Drug Event Detection Shaoxiong Ji Ya Gao Pekka Marttinen GNN 19 3 0 25 Jan 2023
GAE-ISumm: Unsupervised Graph-Based Summarization of Indian Languages Lakshmi Sireesha Vakada Anudeep Ch Mounika Marreddy S. Oota R. Mamidi 20 1 0 25 Dec 2022
Less is More: Parameter-Free Text Classification with Gzip Zhiying Jiang Matthew Y. R. Yang Mikhail Tsirlin Raphael Tang Jimmy Lin AI4CE 11 9 0 19 Dec 2022
TIDE: Time Derivative Diffusion for Deep Learning on Graphs M. Behmanesh Maximilian Krahn M. Ovsjanikov DiffM GNN 24 9 0 05 Dec 2022
GNN-SL: Sequence Labeling Based on Nearest Examples via GNN Shuhe Wang Yuxian Meng Rongbin Ouyang Jiwei Li Tianwei Zhang Lingjuan Lyu Guoyin Wang 19 9 0 05 Dec 2022
Transformers are Short Text Classifiers: A Study of Inductive Short Text Classifiers on Benchmarks and Real-world Datasets Fabian Karl A. Scherp VLM 21 20 0 30 Nov 2022
Learnable Graph Convolutional Network and Feature Fusion for Multi-view Learning Zhaoliang Chen Lele Fu J. Yao Wenzhong Guo Claudia Plant Shiping Wang 27 117 0 16 Nov 2022
Combating Health Misinformation in Social Media: Characterization, Detection, Intervention, and Open Issues Canyu Chen Haoran Wang Matthew A. Shapiro Yunyu Xiao Fei Wang Kai Shu 17 12 0 10 Nov 2022
Machine and Deep Learning Methods with Manual and Automatic Labelling for News Classification in Bangla Language Istiak Ahmad Fahad Alqurashi Rashid Mehmood SyDa 22 5 0 19 Oct 2022
SHINE: SubHypergraph Inductive Neural nEtwork Yuan Luo 26 13 0 13 Oct 2022
Graph Neural Network Surrogate for Seismic Reliability Analysis of Highway Bridge Systems Tong Liu Hadi Meidani 25 10 0 12 Oct 2022
Knowledge-Aware Bayesian Deep Topic Model Dongsheng Wang Yishi Xu Miaoge Li Zhibin Duan Chaojie Wang Bo Chen Mingyuan Zhou BDL 28 15 0 20 Sep 2022
A semantic hierarchical graph neural network for text classification Shuai Hua Xinxin Li Yun Jing Qu Liu 17 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
On the Privacy Risks of Cell-Based NAS Architectures Haiping Huang Zhikun Zhang Yun Shen Michael Backes Qi Li Yang Zhang 27 7 0 04 Sep 2022
Doc-GCN: Heterogeneous Graph Convolutional Networks for Document Layout Analysis Siwen Luo Yi Ding Siqu Long Josiah Poon S. Han GNN 20 16 0 22 Aug 2022
Text Enriched Sparse Hyperbolic Graph Convolutional Networks Nurendra Choudhary Nikhil S. Rao Karthik Subbian Chandan K. Reddy 28 0 0 06 Jul 2022
Emotion Analysis using Multi-Layered Networks for Graphical Representation of Tweets Anna Nguyen Antonio Longa Massimiliano Luca Joe Kaul Gabriel Lopez 38 12 0 02 Jul 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
TeKo: Text-Rich Graph Neural Networks with External Knowledge Zhizhi Yu Di Jin Jianguo Wei Ziyang Liu Yue Shang Yun Xiao Jiawei Han Lingfei Wu 26 4 0 15 Jun 2022
InducT-GCN: Inductive Graph Convolutional Networks for Text Classification Kunze Wang S. Han Josiah Poon GNN 24 37 0 01 Jun 2022
Detecting fake news by enhanced text representation with multi-EDU-structure awareness Yuhang Wang Li Wang Yanjie Yang Yilin Zhang 11 12 0 30 May 2022
AKI-BERT: a Pre-trained Clinical Language Model for Early Prediction of Acute Kidney Injury Chengsheng Mao Liang Yao Yuan Luo 21 1 0 07 May 2022
MeSHup: A Corpus for Full Text Biomedical Document Indexing Xindi Wang Robert E. Mercer Frank Rudzicz AI4CE 24 2 0 28 Apr 2022
Research on Domain Information Mining and Theme Evolution of Scientific Papers Changwei Zheng Zhe Xue M. Liang Feifei Kou Zeli Guan AI4CE 19 0 0 18 Apr 2022
Spatio-Temporal-Frequency Graph Attention Convolutional Network for Aircraft Recognition Based on Heterogeneous Radar Network Hann Meng Yuexing Peng Wenbo Wang Peng Cheng Yonghui Li Wei Xiang 29 10 0 15 Apr 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
ME-GCN: Multi-dimensional Edge-Embedded Graph Convolutional Networks for Semi-supervised Text Classification Kunze Wang S. Han Siqu Long Josiah Poon 16 20 0 10 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
KenMeSH: Knowledge-enhanced End-to-end Biomedical Text Labelling Xindi Wang Robert E. Mercer Frank Rudzicz 11 12 0 14 Mar 2022