VGCN-BERT: Augmenting BERT with Graph Embedding for Text Classification

European Conference on Information Retrieval (ECIR), 2020

12 April 2020

Papers citing "VGCN-BERT: Augmenting BERT with Graph Embedding for Text Classification"

34 / 34 papers shown

Title
LMAE4Eth: Generalizable and Robust Ethereum Fraud Detection by Exploring Transaction Semantics and Masked Graph EmbeddingIEEE Transactions on Information Forensics and Security (TIFS), 2025 Yifan Jia Yanbin Wang Jianguo Sun Ye Tian Peng Qian 88 3 0 04 Sep 2025
TransGAT: Transformer-Based Graph Neural Networks for Multi-Dimensional Automated Essay Scoring Hind Aljuaid Areej Alhothali Ohoud Al-Zamzami Hussein Assalahi 40 0 0 01 Sep 2025
MuDRiC: Multi-Dialect Reasoning for Arabic Commonsense Validation Kareem Elozeiri Mervat Abassy Preslav Nakov Yuxia Wang LRM 60 0 0 18 Aug 2025
Integrating Structural and Semantic Signals in Text-Attributed Graphs with BiGTex Azadeh Beiranvand Seyed Mehdi Vahidipour 301 0 0 16 Apr 2025
Text Classification using Graph Convolutional Networks: A Comprehensive SurveyACM Computing Surveys (ACM CSUR), 2024 Syed Mustafa Haider Rizvi Ramsha Imran Arif Mahmood GNN OOD FaML 138 7 0 12 Oct 2024
Ethereum Fraud Detection via Joint Transaction Language Model and Graph Representation LearningInformation Fusion (Inf. Fusion), 2024 Yifan Jia Yanbin Wang Jianguo Sun Yiwei Liu Zhang Sheng Ye Tian 340 16 0 09 Sep 2024
Investigating the Impact of Semi-Supervised Methods with Data Augmentation on Offensive Language Detection in Romanian LanguageInternational Conference on Knowledge-Based Intelligent Information & Engineering Systems (KES), 2024 Elena Beatrice Nicola Dumitru-Clementin Cercel Florin-Catalin Pop 174 1 0 29 Jul 2024
Graph Neural Networks for Antisocial Behavior Detection on Twitter Martina Toshevska S. Kalajdziski Sonja Gievska 94 2 0 28 Dec 2023
PokeMQA: Programmable knowledge editing for Multi-hop Question Answering Hengrui Gu Kaixiong Zhou Xiaotian Han Ninghao Liu Ruobing Wang Xin Wang LRM KELM 167 41 0 23 Dec 2023
Explainable Identification of Hate Speech towards Islam using Graph Neural Networks Azmine Toushik Wasi 151 2 0 02 Nov 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 133 3 0 06 Sep 2023
Differentiable Retrieval Augmentation via Generative Language Modeling for E-commerce Query Intent ClassificationInternational Conference on Information and Knowledge Management (CIKM), 2023 Chenyu Zhao Yunjiang Jiang Yiming Qiu Han Zhang Wen-Yun Yang RALM 208 7 0 18 Aug 2023
Word Grounded Graph Convolutional Network Zhibin Lu Qianqian Xie Benyou Wang J. Nie OOD GNN 99 0 0 10 May 2023
Graph Neural Networks for Text Classification: A SurveyArtificial Intelligence Review (AIR), 2023 Kunze Wang Yihao Ding S. Han FaML GNN 255 45 0 23 Apr 2023
Knowledge Graph Fusion for Language Model Fine-tuning Nimesh Bhana Terence L van Zyl 169 0 0 21 Jun 2022
UPB at SemEval-2022 Task 5: Enhancing UNITER with Image Sentiment and Graph Convolutional Networks for Multimedia Automatic Misogyny IdentificationInternational Workshop on Semantic Evaluation (SemEval), 2022 Andrei Paraschiv M. Dascalu Dumitru-Clementin Cercel 141 5 0 29 May 2022
Leveraging Dependency Grammar for Fine-Grained Offensive Language Detection using Graph Convolutional NetworksInternational Workshop on Natural Language Processing for Social Media (SocialNLP), 2022 Divyam Goel Raksha Sharma GNN 68 4 0 26 May 2022
ICDBigBird: A Contextual Embedding Model for ICD Code ClassificationWorkshop on Biomedical Natural Language Processing (BioNLP), 2022 George Michalopoulos Michal Malyska Nicola Sahar Alexander Wong Helen H. Chen 145 27 0 21 Apr 2022
RubCSG at SemEval-2022 Task 5: Ensemble learning for identifying misogynous MEMEsInternational Workshop on Semantic Evaluation (SemEval), 2022 Wentao Yu Benedikt T. Boenninghoff Jonas Roehrig D. Kolossa 73 3 0 08 Apr 2022
SocialBERT -- Transformers for Online SocialNetwork Language ModellingInternational Joint Conference on the Analysis of Images, Social Networks and Texts (AISNT), 2021 I. Karpov Nick Kartashev 123 4 0 13 Nov 2021
PG $^2$ Net: Personalized and Group Preferences Guided Network for Next Place Prediction Huifeng Li Bin Wang Weipeng Wang Menghan Wang Yaohui Jin Yanyan Xu 120 10 0 15 Oct 2021
Navigating the Kaleidoscope of COVID-19 Misinformation Using Deep Learning Yuanzhi Chen Mohammad Rashedul Hasan 124 4 0 19 Sep 2021
Efficacy of BERT embeddings on predicting disaster from Twitter data Ashis Kumar Chanda 156 18 0 08 Aug 2021
Cross-utterance Reranking Models with BERT and Graph Convolutional Networks for Conversational Speech RecognitionAsia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC), 2021 Shih-Hsuan Chiu Tien-Hong Lo Fu-An Chao Berlin Chen BDL 284 10 0 13 Jun 2021
Constructing Flow Graphs from Procedural Cybersecurity TextsFindings (Findings), 2021 Kuntal Kumar Pal Kazuaki Kashihara Pratyay Banerjee Swaroop Mishra Ruoyu Wang Chitta Baral 104 14 0 29 May 2021
BertGCN: Transductive Text Classification by Combining GCN and BERTFindings (Findings), 2021 Yuxiao Lin Yuxian Meng Xiaofei Sun Qinghong Han Kun Kuang Jiwei Li Leilei Gan 212 271 0 12 May 2021
Graph Pooling via Coarsened Graph InfomaxAnnual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2021 Yunsheng Pang Yunxiang Zhao Dongsheng Li GNN 204 49 0 04 May 2021
AMR Parsing with Action-Pointer TransformerNorth American Chapter of the Association for Computational Linguistics (NAACL), 2021 Jiawei Zhou Tahira Naseem Ramón Fernández Astudillo Radu Florian 236 47 0 29 Apr 2021
WGCN: Graph Convolutional Networks with Weighted Structural FeaturesAnnual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2021 Yunxiang Zhao Jianzhong Qi Qingwei Liu Rui Zhang GNN 227 40 0 29 Apr 2021
An Analysis of a BERT Deep Learning Strategy on a Technology Assisted Review Task Alexandros Ioannidis 76 7 0 16 Apr 2021
Improved Customer Transaction Classification using Semi-Supervised Knowledge Distillation Rohan Sukumaran 55 2 0 15 Feb 2021
Medical Knowledge-enriched Textual Entailment Framework S. Yadav Vishal Pallagani A. Sheth AI4MH 96 8 0 10 Nov 2020
HeteGCN: Heterogeneous Graph Convolutional Networks for Text Classification Rahul Ragesh Sundararajan Sellamanickam Arun Shankar Iyer Ramakrishna Bairi Vijay Lingam GNN 103 91 0 19 Aug 2020
I-AID: Identifying Actionable Information from Disaster-related Tweets Hamada M. Zahera Rricha Jalota M. A. Sherif A. N. Ngomo 211 15 0 04 Aug 2020