BertGCN: Transductive Text Classification by Combining GCN and BERT

12 May 2021

Jiwei Li

Papers citing "BertGCN: Transductive Text Classification by Combining GCN and BERT"

50 / 63 papers shown

Title
Deal: Distributed End-to-End GNN Inference for All Nodes Shiyang Chen Xiang Song Vasiloudis Theodore Hang Liu GNN 55 0 0 04 Mar 2025
A Method for Enhancing Generalization of Adam by Multiple Integrations Long Jin Han Nong Liangming Chen Zhenming Su 83 0 0 17 Dec 2024
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 97 3 0 25 Nov 2024
Predictive Insights into LGBTQ+ Minority Stress: A Transductive Exploration of Social Media Discourse S. Chapagain Y. Zhao T. K. Rohleen S. M. Hamdi S. F. Boubrahimi R. E. Flinn E. M. Lund D. Klooster J. R. Scheer C. J. Cascalheira 64 0 0 20 Nov 2024
Graph Contrastive Learning via Cluster-refined Negative Sampling for Semi-supervised Text Classification Wei Ai Jianbin Li Ze Wang JiaYi Du Tao Meng Yuntao Shou Keqin Li 45 7 0 18 Oct 2024
Knowledge-Aware Query Expansion with Large Language Models for Textual and Relational Retrieval Yu Xia Junda Wu Sungchul Kim Tong Yu Ryan A. Rossi Haoliang Wang Julian McAuley 40 4 0 17 Oct 2024
Text Classification using Graph Convolutional Networks: A Comprehensive Survey Syed Mustafa Haider Rizvi Ramsha Imran Arif Mahmood GNN OOD FaML 31 0 0 12 Oct 2024
Ethereum Fraud Detection via Joint Transaction Language Model and Graph Representation Learning Yifan Jia Yanbin Wang Jianguo Sun Yiwei Liu Zhang Sheng Ye Tian 55 2 0 09 Sep 2024
Mitigating Boundary Ambiguity and Inherent Bias for Text Classification in the Era of Large Language Models Zhenyi Lu Jie Tian Wei Wei Xiaoye Qu Yu Cheng Wenfeng Xie Dangyang Chen 40 5 0 11 Jun 2024
DeFiTail: DeFi Protocol Inspection through Cross-Contract Execution Analysis Wenkai Li Xiaoqi Li Yuqing Zhang Zongwei Li 41 16 0 17 May 2024
Relational Graph Convolutional Networks for Sentiment Analysis Asal Khosravi Zahed Rahmati Ali Vefghi GNN 16 1 0 16 Apr 2024
Collaborative Knowledge Infusion for Low-resource Stance Detection Ming Yan Joey Tianyi Zhou Ivor W. Tsang 27 3 0 28 Mar 2024
More Discriminative Sentence Embeddings via Semantic Graph Smoothing Chakib Fettal Lazhar Labiod M. Nadif 31 1 0 20 Feb 2024
Pushing The Limit of LLM Capacity for Text Classification Yazhou Zhang Mengyao Wang Chenyu Ren Qiuchi Li Prayag Tiwari Benyou Wang Jing Qin VLM AI4TS 70 23 0 12 Feb 2024
Putting Context in Context: the Impact of Discussion Structure on Text Classification Nicolo Penzo Antonio Longa Bruno Lepri Sara Tonelli Marco Guerini 26 1 0 05 Feb 2024
Watermark Text Pattern Spotting in Document Images Mateusz Krubiński Stefan Matcovici Diana Grigore Daniel Voinea A. Popa WaLM 17 2 0 10 Jan 2024
Graph Neural Networks for Antisocial Behavior Detection on Twitter Martina Toshevska S. Kalajdziski Sonja Gievska 24 0 0 28 Dec 2023
Labels Need Prompts Too: Mask Matching for Natural Language Understanding Tasks Bo Li Wei Ye Quan-ding Wang Wen Zhao Shikun Zhang VLM 40 1 0 14 Dec 2023
Sentiment Analysis through LLM Negotiations Xiaofei Sun Xiaoya Li Shengyu Zhang Shuhe Wang Fei Wu Jiwei Li Tianwei Zhang Guoyin Wang 48 16 0 03 Nov 2023
Chain-of-Thought Embeddings for Stance Detection on Social Media Joseph Gatto Omar Sharif S. Preum LRM 25 11 0 30 Oct 2023
TATA: Stance Detection via Topic-Agnostic and Topic-Aware Embeddings Hans W. A. Hanley Zakir Durumeric 41 4 0 22 Oct 2023
Heterogenous Memory Augmented Neural Networks Zihan Qiu Zhen Liu Shuicheng Yan Shanghang Zhang Jie Fu 20 0 0 17 Oct 2023
Localize, Retrieve and Fuse: A Generalized Framework for Free-Form Question Answering over Tables Wenting Zhao Ye Liu Yao Wan Yibo Wang Zhongfen Deng Philip S. Yu RALM LMTD 27 7 0 20 Sep 2023
ViCGCN: Graph Convolutional Network with Contextualized Language Models for Social Media Mining in Vietnamese Chau-Thang Phan Quoc-Nam Nguyen Chi-Thanh Dang Trong-Hop Do Kiet Van Nguyen GNN 19 1 0 06 Sep 2023
Ladder-of-Thought: Using Knowledge as Steps to Elevate Stance Detection Kairui Hu Ming Yan Qiufeng Wang Ivor W. Tsang Wen-Haw Chong Yong Keong Yap LRM 25 3 0 31 Aug 2023
Tag Prediction of Competitive Programming Problems using Deep Learning Techniques Taha Lokat Divya Prajapati Shubhada Labde 21 1 0 03 Aug 2023
LTCR: Long-Text Chinese Rumor Detection Dataset Ziyang Ma Mengsha Liu Guian Fang Yingxiao Shen 18 1 0 12 Jun 2023
Text Classification via Large Language Models Xiaofei Sun Xiaoya Li Jiwei Li Fei Wu Shangwei Guo Tianwei Zhang Guoyin Wang RALM LRM 45 139 0 15 May 2023
Enriching language models with graph-based context information to better understand textual data Albert Roethel M. Ganzha Anna Wróblewska 26 2 0 10 May 2023
Rhetorical Role Labeling of Legal Documents using Transformers and Graph Neural Networks Anshika Gupta Shaz Furniturewala V. Kumari Yashvardhan Sharma AILaw 12 2 0 06 May 2023
ChatGraph: Interpretable Text Classification by Converting ChatGPT Knowledge to Graphs Yucheng Shi Hehuan Ma Wenliang Zhong Qiaoyu Tan Gengchen Mai Xiang Li Tianming Liu Junzhou Huang AI4MH 26 32 0 03 May 2023
Using Language Models on Low-end Hardware Silin Gao Beatriz Borges Saya Kanno Antoine Bosselut 24 0 0 03 May 2023
Graph Neural Networks for Text Classification: A Survey Kunze Wang Yihao Ding S. Han FaML GNN 39 25 0 23 Apr 2023
Continual Graph Convolutional Network for Text Classification Tiandeng Wu Qijiong Liu Yinhao Cao yao. huang Xiao-Ming Wu Jiandong Ding GNN 43 10 0 09 Apr 2023
Investigating Chain-of-thought with ChatGPT for Stance Detection on Social Media Bowen Zhang Xianghua Fu Daijun Ding Hutchin Huang Yangyang Li Liwen Jing LRM 23 18 0 06 Apr 2023
Attention is Not Always What You Need: Towards Efficient Classification of Domain-Specific Text Yasmen Wahba N. Madhavji John Steinbacher 33 0 0 31 Mar 2023
Finding the Law: Enhancing Statutory Article Retrieval via Graph Neural Networks Antoine Louis Gijs van Dijck Gerasimos Spanakis AILaw 25 9 0 30 Jan 2023
Neural Additive Models for Location Scale and Shape: A Framework for Interpretable Neural Regression Beyond the Mean Anton Thielmann René-Marcel Kruse Thomas Kneib Benjamin Säfken 32 12 0 27 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 24 3 0 25 Jan 2023
How would Stance Detection Techniques Evolve after the Launch of ChatGPT? Bowen Zhang Daijun Ding Liwen Jing 36 106 0 30 Dec 2022
Graph Learning and Its Advancements on Large Language Models: A Holistic Survey Shaopeng Wei Yu Zhao Xingyan Chen Qing Li Fuzhen Zhuang Ji Liu Fuji Ren Gang Kou AI4CE 37 5 0 17 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 24 20 0 30 Nov 2022
Text Representation Enrichment Utilizing Graph based Approaches: Stock Market Technical Analysis Case Study Sara Salamat Nima Tavassoli Behnam Sabeti Reza Fahmi 24 0 0 29 Nov 2022
A semantic hierarchical graph neural network for text classification Shuai Hua Xinxin Li Yun Jing Qu Liu 17 3 0 15 Sep 2022
CNN-Trans-Enc: A CNN-Enhanced Transformer-Encoder On Top Of Static BERT representations for Document Classification Charaf Eddine Benarab Shenglin Gui 29 6 0 13 Sep 2022
KE-QI: A Knowledge Enhanced Article Quality Identification Dataset Chunhui Ai Derui Wang Xuemi Yan Yang Xu Wenrui Xie Ziqiang Cao 29 0 0 15 Jun 2022
InducT-GCN: Inductive Graph Convolutional Networks for Text Classification Kunze Wang S. Han Josiah Poon GNN 34 38 0 01 Jun 2022
A Corpus for Understanding and Generating Moral Stories Jian Guan Ziqi Liu Minlie Huang 32 10 0 20 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 37 4 0 08 Apr 2022