Self-Attentional Models for Lattice Inputs

4 June 2019

Graham Neubig

Papers citing "Self-Attentional Models for Lattice Inputs"

34 / 34 papers shown

Title
Dating Documents using Graph Convolution Networks Shikhar Vashishth S. Dasgupta Swayambhu Nath Ray Partha P. Talukdar GNN 49 49 0 01 Feb 2019
Hybrid Self-Attention Network for Machine Translation Kaitao Song Tan Xu Furong Peng Jianfeng Lu 50 12 0 01 Nov 2018
Graph-to-Sequence Learning using Gated Graph Neural Networks Daniel Beck Gholamreza Haffari Trevor Cohn GNN 69 324 0 26 Jun 2018
Exploiting Semantics in Neural Machine Translation with Graph Convolutional Networks Diego Marcheggiani Jasmijn Bastings Ivan Titov GNN NAI 90 187 0 23 Apr 2018
Self-Attentional Acoustic Models Matthias Sperber Jan Niehues Graham Neubig Sebastian Stüker A. Waibel 54 153 0 26 Mar 2018
XNMT: The eXtensible Neural Machine Translation Toolkit Graham Neubig Matthias Sperber Xinyi Wang Matthieu Felix Austin Matthews ... Philip Arthur Pierre Godard John Hewitt Rachid Riad Liming Wang 63 67 0 01 Mar 2018
Distance-based Self-Attention Network for Natural Language Inference Jinbae Im Sungzoon Cho 76 76 0 06 Dec 2017
Graph Attention Networks Petar Velickovic Guillem Cucurull Arantxa Casanova Adriana Romero Pietro Lio Yoshua Bengio GNN 479 20,225 0 30 Oct 2017
Graph Convolutional Networks for Named Entity Recognition A. Cetoli Stefano Bragaglia Andrew D. O'Harney Marc Sloan GNN 46 45 0 28 Sep 2017
DiSAN: Directional Self-Attention Network for RNN/CNN-Free Language Understanding Tao Shen Dinesh Manocha Guodong Long Jing Jiang Shirui Pan Chengqi Zhang 64 755 0 14 Sep 2017
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 728 132,199 0 12 Jun 2017
On-the-fly Operation Batching in Dynamic Computation Graphs Graham Neubig Yoav Goldberg Chris Dyer 56 60 0 22 May 2017
Convolutional Sequence to Sequence Learning Jonas Gehring Michael Auli David Grangier Denis Yarats Yann N. Dauphin AIMat 171 3,288 0 08 May 2017
Graph Convolutional Encoders for Syntax-aware Neural Machine Translation Jasmijn Bastings Ivan Titov Wilker Aziz Diego Marcheggiani K. Simaán GNN 96 491 0 15 Apr 2017
Neural Lattice-to-Sequence Models for Uncertain Inputs Matthias Sperber Graham Neubig Jan Niehues A. Waibel 54 79 0 03 Apr 2017
A Structured Self-attentive Sentence Embedding Zhouhan Lin Minwei Feng Cicero Nogueira dos Santos Mo Yu Bing Xiang Bowen Zhou Yoshua Bengio 115 2,140 0 09 Mar 2017
DyNet: The Dynamic Neural Network Toolkit Graham Neubig Chris Dyer Yoav Goldberg Austin Matthews Bridger Waleed Ammar ... Yusuke Oda Matthew Richardson Naomi Saphra Swabha Swayamdipta Pengcheng Yin 110 386 0 15 Jan 2017
Lattice-Based Recurrent Neural Network Encoders for Neural Machine Translation Jinsong Su Zhixing Tan Deyi Xiong Rongrong Ji X. Shi Yang Liu 52 91 0 25 Sep 2016
Layer Normalization Jimmy Lei Ba J. Kiros Geoffrey E. Hinton 416 10,526 0 21 Jul 2016
Convolutional Neural Networks on Graphs with Fast Localized Spectral Filtering M. Defferrard Xavier Bresson P. Vandergheynst GNN 353 7,669 0 30 Jun 2016
A Decomposable Attention Model for Natural Language Inference Ankur P. Parikh Oscar Täckström Dipanjan Das Jakob Uszkoreit 346 1,375 0 06 Jun 2016
Molecular Graph Convolutions: Moving Beyond Fingerprints S. Kearnes Kevin McCloskey Marc Berndl Vijay S. Pande Patrick F. Riley GNN 151 1,449 0 02 Mar 2016
Long Short-Term Memory-Networks for Machine Reading Jianpeng Cheng Li Dong Mirella Lapata AIMat RALM 107 1,123 0 25 Jan 2016
A Theoretically Grounded Application of Dropout in Recurrent Neural Networks Y. Gal Zoubin Ghahramani UQCV DRL BDL 187 1,650 0 16 Dec 2015
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 2.2K 194,322 0 10 Dec 2015
Rethinking the Inception Architecture for Computer Vision Christian Szegedy Vincent Vanhoucke Sergey Ioffe Jonathon Shlens Z. Wojna 3DV BDL 886 27,412 0 02 Dec 2015
Gated Graph Sequence Neural Networks Yujia Li Daniel Tarlow Marc Brockschmidt R. Zemel GNN 347 3,285 0 17 Nov 2015
Convolutional Networks on Graphs for Learning Molecular Fingerprints David Duvenaud D. Maclaurin J. Aguilera-Iparraguirre Rafael Gómez-Bombarelli Timothy D. Hirzel Alán Aspuru-Guzik Ryan P. Adams GNN 223 3,353 0 30 Sep 2015
Effective Approaches to Attention-based Neural Machine Translation Thang Luong Hieu H. Pham Christopher D. Manning 400 7,968 0 17 Aug 2015
Improved Semantic Representations From Tree-Structured Long Short-Term Memory Networks Kai Sheng Tai R. Socher Christopher D. Manning AIMat 142 3,122 0 28 Feb 2015
Grammar as a Foreign Language Oriol Vinyals Lukasz Kaiser Terry Koo Slav Petrov Ilya Sutskever Geoffrey E. Hinton 111 932 0 23 Dec 2014
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 2.0K 150,260 0 22 Dec 2014
Neural Machine Translation by Jointly Learning to Align and Translate Dzmitry Bahdanau Kyunghyun Cho Yoshua Bengio AIMat 575 27,325 0 01 Sep 2014
Coherent Multi-Sentence Video Description with Variable Level of Detail Anna Rohrbach Marcus Rohrbach Weijian Qiu Annemarie Friedrich Sikandar Amin Mykhaylo Andriluka Manfred Pinkal Bernt Schiele 79 218 0 24 Mar 2014