v1v2 (latest)

Densely Connected Graph Convolutional Networks for Graph-to-Sequence Learning

16 August 2019

Wei Lu

Papers citing "Densely Connected Graph Convolutional Networks for Graph-to-Sequence Learning"

36 / 36 papers shown

Title
Towards a Decomposable Metric for Explainable Evaluation of Text Generation from AMR Juri Opitz Anette Frank 134 35 0 20 Aug 2020
Structural Neural Encoders for AMR-to-text Generation Marco Damonte Shay B. Cohen 92 71 0 27 Mar 2019
Deep Graph Convolutional Encoders for Structured Data to Text Generation Diego Marcheggiani Laura Perez-Beltrachini GNN 55 122 0 23 Oct 2018
Graph Convolution over Pruned Dependency Trees Improves Relation Extraction Yuhao Zhang Peng Qi Christopher D. Manning GNN 138 727 0 26 Sep 2018
Graph-to-Sequence Learning using Gated Graph Neural Networks Daniel Beck Gholamreza Haffari Trevor Cohn GNN 79 325 0 26 Jun 2018
Representation Learning on Graphs with Jumping Knowledge Networks Keyulu Xu Chengtao Li Yonglong Tian Tomohiro Sonobe Ken-ichi Kawarabayashi Stefanie Jegelka GNN 520 1,991 0 09 Jun 2018
Sentence-State LSTM for Text Representation Yue Zhang Qi Liu Linfeng Song 70 209 0 07 May 2018
A Graph-to-Sequence Model for AMR-to-Text Generation Linfeng Song Yue Zhang Zhiguo Wang D. Gildea GNN AIMat 107 254 0 07 May 2018
Deep contextualized word representations Matthew E. Peters Mark Neumann Mohit Iyyer Matt Gardner Christopher Clark Kenton Lee Luke Zettlemoyer NAI 235 11,569 0 15 Feb 2018
Deeper Insights into Graph Convolutional Networks for Semi-Supervised Learning Qimai Li Zhichao Han Xiao-Ming Wu GNN SSL 199 2,839 0 22 Jan 2018
Sockeye: A Toolkit for Neural Machine Translation Felix Hieber Tobias Domhan Michael J. Denkowski David Vilar Artem Sokolov Ann Clifton Matt Post 70 215 0 15 Dec 2017
Graph Attention Networks Petar Velickovic Guillem Cucurull Arantxa Casanova Adriana Romero Pietro Lio Yoshua Bengio GNN 484 20,265 0 30 Oct 2017
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 811 132,725 0 12 Jun 2017
Inductive Representation Learning on Large Graphs William L. Hamilton Z. Ying J. Leskovec 521 15,369 0 07 Jun 2017
Convolutional Sequence to Sequence Learning Jonas Gehring Michael Auli David Grangier Denis Yarats Yann N. Dauphin AIMat 174 3,292 0 08 May 2017
Neural AMR: Sequence-to-Sequence Models for Parsing and Generation Ioannis Konstas Srini Iyer Mark Yatskar Yejin Choi Luke Zettlemoyer AIMat 79 304 0 26 Apr 2017
Graph Convolutional Encoders for Syntax-aware Neural Machine Translation Jasmijn Bastings Ivan Titov Wilker Aziz Diego Marcheggiani K. Simaán GNN 119 491 0 15 Apr 2017
SyntaxNet Models for the CoNLL 2017 Shared Task Chris Alberti D. Andor Ivan Bogatyy Michael Collins D. Gillick ... Mark Omernick Slav Petrov C. Thanapirom Zora Tung David J. Weiss 3DV 73 33 0 15 Mar 2017
Encoding Sentences with Graph Convolutional Networks for Semantic Role Labeling Diego Marcheggiani Ivan Titov GNN NAI 80 833 0 14 Mar 2017
AMR-to-text Generation with Synchronous Node Replacement Grammar Linfeng Song Xiaochang Peng Yue Zhang Zhiguo Wang D. Gildea 63 53 0 01 Feb 2017
AMR-to-text generation as a Traveling Salesman Problem Linfeng Song Yue Zhang Xiaochang Peng Zhiguo Wang D. Gildea OT 59 33 0 23 Sep 2016
Semi-Supervised Classification with Graph Convolutional Networks Thomas Kipf Max Welling GNN SSL 684 29,183 0 09 Sep 2016
Densely Connected Convolutional Networks Gao Huang Zhuang Liu Laurens van der Maaten Kilian Q. Weinberger PINN 3DV 855 36,910 0 25 Aug 2016
Convolutional Neural Networks on Graphs with Fast Localized Spectral Filtering M. Defferrard Xavier Bresson P. Vandergheynst GNN 371 7,680 0 30 Jun 2016
Modeling Coverage for Neural Machine Translation Zhaopeng Tu Zhengdong Lu Yang Liu Xiaohua Liu Hang Li 100 748 0 19 Jan 2016
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 2.3K 194,641 0 10 Dec 2015
MXNet: A Flexible and Efficient Machine Learning Library for Heterogeneous Distributed Systems Tianqi Chen Mu Li Yutian Li Min Lin Naiyan Wang Minjie Wang Tianjun Xiao Bing Xu Chiyuan Zhang Zheng Zhang 200 2,248 0 03 Dec 2015
Gated Graph Sequence Neural Networks Yujia Li Daniel Tarlow Marc Brockschmidt R. Zemel GNN 347 3,291 0 17 Nov 2015
Neural Machine Translation of Rare Words with Subword Units Rico Sennrich Barry Haddow Alexandra Birch 241 7,765 0 31 Aug 2015
Training Very Deep Networks R. Srivastava Klaus Greff Jürgen Schmidhuber 165 1,687 0 22 Jul 2015
Deep Convolutional Networks on Graph-Structured Data Mikael Henaff Joan Bruna Yann LeCun GNN 159 1,587 0 16 Jun 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 2.1K 150,433 0 22 Dec 2014
Sequence to Sequence Learning with Neural Networks Ilya Sutskever Oriol Vinyals Quoc V. Le AIMat 450 20,606 0 10 Sep 2014
Neural Machine Translation by Jointly Learning to Align and Translate Dzmitry Bahdanau Kyunghyun Cho Yoshua Bengio AIMat 584 27,345 0 01 Sep 2014
Spectral Networks and Locally Connected Networks on Graphs Joan Bruna Wojciech Zaremba Arthur Szlam Yann LeCun GNN 240 4,884 0 21 Dec 2013
Rich feature hierarchies for accurate object detection and semantic segmentation Ross B. Girshick Jeff Donahue Trevor Darrell Jitendra Malik ObjD 301 26,223 0 11 Nov 2013