Jointly Trained Sequential Labeling and Classification by Sparse
Attention Neural Networks

Jointly Trained Sequential Labeling and Classification by Sparse Attention Neural Networks

28 September 2017

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Papers citing "Jointly Trained Sequential Labeling and Classification by Sparse Attention Neural Networks"

14 / 14 papers shown

Title
From Softmax to Sparsemax: A Sparse Model of Attention and Multi-Label Classification André F. T. Martins Ramón Fernández Astudillo 184 726 0 05 Feb 2016
Long Short-Term Memory-Networks for Machine Reading Jianpeng Cheng Li Dong Mirella Lapata AIMat RALM 109 1,123 0 25 Jan 2016
Learning Natural Language Inference with LSTM Shuohang Wang Jing Jiang 104 446 0 30 Dec 2015
Reasoning about Entailment with Neural Attention Tim Rocktaschel Edward Grefenstette Karl Moritz Hermann Tomás Kociský Phil Blunsom NAI 67 762 0 22 Sep 2015
Dependency-based Convolutional Neural Networks for Sentence Embedding Mingbo Ma Liang Huang Bing Xiang Bowen Zhou 64 119 0 07 Jul 2015
Sequence to Sequence Learning with Neural Networks Ilya Sutskever Oriol Vinyals Quoc V. Le AIMat 443 20,590 0 10 Sep 2014
Neural Machine Translation by Jointly Learning to Align and Translate Dzmitry Bahdanau Kyunghyun Cho Yoshua Bengio AIMat 578 27,327 0 01 Sep 2014
Convolutional Neural Networks for Sentence Classification Yoon Kim AILaw VLM 639 13,432 0 25 Aug 2014
A Convolutional Neural Network for Modelling Sentences Nal Kalchbrenner Edward Grefenstette Phil Blunsom 106 3,559 0 08 Apr 2014
k-Sparse Autoencoders Alireza Makhzani Brendan J. Frey 97 457 0 19 Dec 2013
ADADELTA: An Adaptive Learning Rate Method Matthew D. Zeiler ODL 163 6,632 0 22 Dec 2012
On the difficulty of training Recurrent Neural Networks Razvan Pascanu Tomas Mikolov Yoshua Bengio ODL 204 5,360 0 21 Nov 2012
Improving neural networks by preventing co-adaptation of feature detectors Geoffrey E. Hinton Nitish Srivastava A. Krizhevsky Ilya Sutskever Ruslan Salakhutdinov VLM 460 7,667 0 03 Jul 2012
Natural Language Processing (almost) from Scratch R. Collobert Jason Weston Léon Bottou Michael Karlen Koray Kavukcuoglu Pavel P. Kuksa 203 7,728 0 02 Mar 2011