Graph-to-Sequence Learning using Gated Graph Neural Networks

26 June 2018

Papers citing "Graph-to-Sequence Learning using Gated Graph Neural Networks"

50 / 53 papers shown

Title
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
Navigating Healthcare Insights: A Birds Eye View of Explainability with Knowledge Graphs Satvik Garg Anh Nguyen Somya Garg 29 2 0 28 Sep 2023
ParaAMR: A Large-Scale Syntactically Diverse Paraphrase Dataset by AMR Back-Translation Kuan-Hao Huang Varun Iyer I-Hung Hsu Anoop Kumar Kai-Wei Chang Aram Galstyan 26 13 0 26 May 2023
AGI for Agriculture Guoyu Lu Sheng R. Li Gengchen Mai Jin Sun Dajiang Zhu ... R. Xu Daniel Petti Changying Li Tianming Liu Changying Li AI4CE 45 17 0 12 Apr 2023
Investigating the Effect of Relative Positional Embeddings on AMR-to-Text Generation with Structural Adapters Sébastien Montella Alexis Nasr Johannes Heinecke Frédéric Béchet L. Rojas-Barahona 26 2 0 12 Feb 2023
Neural Controller Synthesis for Signal Temporal Logic Specifications Using Encoder-Decoder Structured Networks Wataru Hashimoto Kazumune Hashimoto M. Kishida S. Takai 27 1 0 10 Dec 2022
Better Smatch = Better Parser? AMR evaluation is not so simple anymore Juri Opitz Anette Frank 11 15 0 12 Oct 2022
Graph-to-Text Generation with Dynamic Structure Pruning Liang Li Ruiying Geng Bowen Li Can Ma Yinliang Yue Binhua Li Yongbin Li 42 2 0 15 Sep 2022
Innovations in Neural Data-to-text Generation: A Survey Mandar Sharma Ajay K. Gogineni Naren Ramakrishnan 29 10 0 25 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
Graph Pre-training for AMR Parsing and Generation Xuefeng Bai Yulong Chen Yue Zhang SSL 43 98 0 15 Mar 2022
Towards Document-Level Paraphrase Generation with Sentence Rewriting and Reordering Zhe-nan Lin Yitao Cai Xiaojun Wan 43 13 0 15 Sep 2021
Tree Decomposition Attention for AMR-to-Text Generation Lisa Jin D. Gildea 11 0 0 27 Aug 2021
Generating Diverse Descriptions from Semantic Graphs Jiuzhou Han Daniel Beck Trevor Cohn 30 0 0 12 Aug 2021
Jointly Attacking Graph Neural Network and its Explanations Wenqi Fan Wei Jin Xiaorui Liu Han Xu Xianfeng Tang Suhang Wang Qing Li Jiliang Tang Jianping Wang Charu C. Aggarwal AAML 39 28 0 07 Aug 2021
Bridging the Gap between Spatial and Spectral Domains: A Unified Framework for Graph Neural Networks Zhiqian Chen Fanglan Chen Lei Zhang Taoran Ji Kaiqun Fu Liang Zhao Feng Chen Lingfei Wu Charu C. Aggarwal Chang-Tien Lu 38 18 0 21 Jul 2021
Self-supervised Incremental Deep Graph Learning for Ethereum Phishing Scam Detection Shucheng Li Fengyuan Xu Runchuan Wang Sheng Zhong GNN 15 21 0 18 Jun 2021
Literature review on vulnerability detection using NLP technology Jiajie Wu 39 14 0 23 Apr 2021
Structural Adapters in Pretrained Language Models for AMR-to-text Generation Leonardo F. R. Ribeiro Yue Zhang Iryna Gurevych 38 69 0 16 Mar 2021
Structural Information Preserving for Graph-to-Text Generation Linfeng Song Ante Wang Jinsong Su Yue Zhang Kun Xu Yubin Ge Dong Yu 16 52 0 12 Feb 2021
Dialogue Graph Modeling for Conversational Machine Reading Siru Ouyang Zhuosheng Zhang Hai Zhao 26 42 0 29 Dec 2020
Graph Neural Networks: Taxonomy, Advances and Trends Yu Zhou Haixia Zheng Xin Huang Shufeng Hao Dengao Li Jumin Zhao AI4TS 25 115 0 16 Dec 2020
GraphPB: Graphical Representations of Prosody Boundary in Speech Synthesis Aolan Sun Jianzong Wang Ning Cheng Huayi Peng Zhen Zeng Lingwei Kong Jing Xiao 11 9 0 03 Dec 2020
A Survey on Heterogeneous Graph Embedding: Methods, Techniques, Applications and Sources Xiao Wang Deyu Bo C. Shi Shaohua Fan Yanfang Ye Philip S. Yu AI4TS 35 294 0 30 Nov 2020
Encoding Syntactic Constituency Paths for Frame-Semantic Parsing with Graph Convolutional Networks E. Bastianelli Andrea Vanzo Oliver Lemon 11 6 0 26 Nov 2020
VLG-Net: Video-Language Graph Matching Network for Video Grounding Mattia Soldan Mengmeng Xu Sisi Qu Jesper N. Tegnér Bernard Ghanem 33 69 0 19 Nov 2020
Graph Neural Networks in Recommender Systems: A Survey Shiwen Wu Fei Sun Wentao Zhang Xu Xie Bin Cui GNN 56 1,174 0 04 Nov 2020
Strongly Incremental Constituency Parsing with Graph Neural Networks Kaiyu Yang Jia Deng 22 35 0 27 Oct 2020
GraphSpeech: Syntax-Aware Graph Attention Network For Neural Speech Synthesis Rui Liu Berrak Sisman Haizhou Li 18 24 0 23 Oct 2020
On the Generalizability of Neural Program Models with respect to Semantic-Preserving Program Transformations Md Rafiqul Islam Rabin Nghi D. Q. Bui Ke Wang Yijun Yu Lingxiao Jiang Mohammad Amin Alipour 30 90 0 31 Jul 2020
A Novel Graph-based Multi-modal Fusion Encoder for Neural Machine Translation Yongjing Yin Fandong Meng Jinsong Su Chulun Zhou Zhengyuan Yang Jie Zhou Jiebo Luo 25 138 0 17 Jul 2020
Investigating Pretrained Language Models for Graph-to-Text Generation Leonardo F. R. Ribeiro Martin Schmitt Hinrich Schütze Iryna Gurevych 19 215 0 16 Jul 2020
Sparse Graph to Sequence Learning for Vision Conditioned Long Textual Sequence Generation Aditya Mogadala Marius Mosbach Dietrich Klakow VLM 75 0 0 12 Jul 2020
Retrieval-Augmented Generation for Code Summarization via Hybrid GNN Shangqing Liu Yu Chen Xiaofei Xie J. Siow Yang Liu 15 162 0 09 Jun 2020
Higher-Order Explanations of Graph Neural Networks via Relevant Walks Thomas Schnake Oliver Eberle Jonas Lederer Shinichi Nakajima Kristof T. Schütt Klaus-Robert Muller G. Montavon 26 215 0 05 Jun 2020
GPT-too: A language-model-first approach for AMR-to-text generation Manuel Mager Ramón Fernández Astudillo Tahira Naseem Md Arafat Sultan Young-Suk Lee Radu Florian Salim Roukos 24 99 0 18 May 2020
Knowledge Graph-Augmented Abstractive Summarization with Semantic-Driven Cloze Reward Luyang Huang Lingfei Wu Lu Wang RALM 24 161 0 03 May 2020
A Gentle Introduction to Deep Learning for Graphs D. Bacciu Federico Errica A. Micheli Marco Podda AI4CE GNN 42 276 0 29 Dec 2019
Encoding word order in complex embeddings Benyou Wang Donghao Zhao Christina Lioma Qiuchi Li Peng Zhang J. Simonsen 11 111 0 27 Dec 2019
Graph Transformer for Graph-to-Sequence Learning Deng Cai W. Lam 18 220 0 18 Nov 2019
Fi-GNN: Modeling Feature Interactions via Graph Neural Networks for CTR Prediction Zekun Li Zeyu Cui Shu Wu Xiaoyu Zhang Liang Wang GNN 14 213 0 12 Oct 2019
Densely Connected Graph Convolutional Networks for Graph-to-Sequence Learning Zhijiang Guo Yan Zhang Zhiyang Teng Wei Lu GNN 18 130 0 16 Aug 2019
Reinforcement Learning Based Graph-to-Sequence Model for Natural Question Generation Yu Chen Lingfei Wu Mohammed J. Zaki GNN 17 153 0 14 Aug 2019
Coherent Comment Generation for Chinese Articles with a Graph-to-Sequence Model Wei Li Jingjing Xu Yancheng He Shengli Yan Yunfang Wu Xu Sun 17 47 0 04 Jun 2019
edGNN: a Simple and Powerful GNN for Directed Labeled Graphs Guillaume Jaume An-phi Nguyen María Rodríguez Martínez Jean-Philippe Thiran M. Gabrani 19 22 0 18 Apr 2019
Structural Neural Encoders for AMR-to-text Generation Marco Damonte Shay B. Cohen 30 70 0 27 Mar 2019
EAT: a simple and versatile semantic representation format for multi-purpose NLP Tommi Gröndahl 19 2 0 25 Feb 2019
A Comprehensive Survey on Graph Neural Networks Zonghan Wu Shirui Pan Fengwen Chen Guodong Long Chengqi Zhang Philip S. Yu FaML GNN AI4TS AI4CE 153 8,350 0 03 Jan 2019
Graph Neural Networks: A Review of Methods and Applications Jie Zhou Ganqu Cui Shengding Hu Zhengyan Zhang Cheng Yang Zhiyuan Liu Lifeng Wang Changcheng Li Maosong Sun AI4CE GNN 28 5,397 0 20 Dec 2018
Deep Graph Convolutional Encoders for Structured Data to Text Generation Diego Marcheggiani Laura Perez-Beltrachini GNN 16 121 0 23 Oct 2018