Graph2Seq: Graph to Sequence Learning with Attention-based Neural
Networks

Graph2Seq: Graph to Sequence Learning with Attention-based Neural Networks

3 April 2018

Kun Xu

Michael Witbrock

Papers citing "Graph2Seq: Graph to Sequence Learning with Attention-based Neural Networks"

18 / 18 papers shown

Title
Neural Controller Synthesis for Signal Temporal Logic Specifications Using Encoder-Decoder Structured Networks Wataru Hashimoto Kazumune Hashimoto M. Kishida S. Takai 29 1 0 10 Dec 2022
Enhancing Security Patch Identification by Capturing Structures in Commits Bozhi Wu Shangqing Liu Ruitao Feng Xiaofei Xie J. Siow Shang-Wei Lin 19 30 0 19 Jul 2022
Permutation invariant graph-to-sequence model for template-free retrosynthesis and reaction prediction Zhengkai Tu Connor W. Coley 24 90 0 19 Oct 2021
Generating Diverse Descriptions from Semantic Graphs Jiuzhou Han Daniel Beck Trevor Cohn 30 0 0 12 Aug 2021
Heterogeneous Global Graph Neural Networks for Personalized Session-based Recommendation Yitong Pang Lingfei Wu Qi Shen Yiming Zhang Zhihua Wei Fangli Xu Ethan Chang Bo Long Jian Pei 28 111 0 08 Jul 2021
Radflow: A Recurrent, Aggregated, and Decomposable Model for Networks of Time Series Alasdair Tran A. Mathews Cheng Soon Ong Lexing Xie AI4TS AI4CE 19 12 0 15 Feb 2021
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
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
Retrieval-Augmented Generation for Code Summarization via Hybrid GNN Shangqing Liu Yu Chen Xiaofei Xie J. Siow Yang Liu 18 162 0 09 Jun 2020
Deep Multi-attributed Graph Translation with Node-Edge Co-evolution Xiaojie Guo Liang Zhao Cameron Nowzari S. Rafatirad Houman Homayoun Sai Manoj Pudukotai Dinakarrao 45 27 0 22 Mar 2020
Graph Transformer for Graph-to-Sequence Learning Deng Cai W. Lam 18 220 0 18 Nov 2019
Natural Question Generation with Reinforcement Learning Based Graph-to-Sequence Model Yu Chen Lingfei Wu Mohammed J. Zaki 11 11 0 19 Oct 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
Improving Question Answering over Incomplete KBs with Knowledge-Aware Reader Wenhan Xiong Mo Yu Shiyu Chang Xiaoxiao Guo William Yang Wang RALM 16 114 0 17 May 2019
Structural Neural Encoders for AMR-to-text Generation Marco Damonte Shay B. Cohen 30 70 0 27 Mar 2019
Word Mover's Embedding: From Word2Vec to Document Embedding Lingfei Wu Ian En-Hsu Yen Kun Xu Fangli Xu Avinash Balakrishnan Pin-Yu Chen Pradeep Ravikumar Michael Witbrock 13 106 0 30 Oct 2018
Effective Approaches to Attention-based Neural Machine Translation Thang Luong Hieu H. Pham Christopher D. Manning 218 7,923 0 17 Aug 2015