Long Short-Term Memory-Networks for Machine Reading

25 January 2016

Papers citing "Long Short-Term Memory-Networks for Machine Reading"

37 / 37 papers shown

Title
Advancements in Natural Language Processing for Automatic Text Summarization Nevidu Jayatilleke Ruvan Weerasinghe Nipuna Senanayake 300 1 0 27 Feb 2025
Towards Visual Grounding: A Survey Linhui Xiao Xiaoshan Yang X. Lan Yaowei Wang Changsheng Xu ObjD 199 4 0 31 Dec 2024
Spatioformer: A Geo-encoded Transformer for Large-Scale Plant Species Richness Prediction Yiqing Guo K. Mokany S. Levick Jinyan Yang P. Moghadam MDE 155 2 0 25 Oct 2024
Psychophysiology-aided Perceptually Fluent Speech Analysis of Children Who Stutter Yi Xiao Harshit Sharma V. Tumanova Asif Salekin 94 0 0 16 Nov 2022
DeepRemaster: Temporal Source-Reference Attention Networks for Comprehensive Video Enhancement S. Iizuka E. Simo-Serra 135 39 0 18 Sep 2020
Generative chemistry: drug discovery with deep learning generative models Yuemin Bian X. Xie AI4CE 82 95 0 20 Aug 2020
TableQA: a Large-Scale Chinese Text-to-SQL Dataset for Table-Aware SQL Generation Ningyuan Sun Xuefeng Yang Yunfeng Liu LMTD 56 34 0 10 Jun 2020
Frustratingly Short Attention Spans in Neural Language Modeling Michal Daniluk Tim Rocktaschel Johannes Welbl Sebastian Riedel 86 112 0 15 Feb 2017
A Fast Unified Model for Parsing and Sentence Understanding Samuel R. Bowman Jon Gauthier Abhinav Rastogi Raghav Gupta Christopher D. Manning Christopher Potts 53 314 0 19 Mar 2016
Dynamic Memory Networks for Visual and Textual Question Answering Caiming Xiong Stephen Merity R. Socher 71 755 0 04 Mar 2016
Learning to Compose Neural Networks for Question Answering Jacob Andreas Marcus Rohrbach Trevor Darrell Dan Klein NAI KELM BDL CoGe 96 566 0 07 Jan 2016
Recurrent Memory Networks for Language Modeling Ke M. Tran Arianna Bisazza Christof Monz 42 21 0 06 Jan 2016
Learning Natural Language Inference with LSTM Shuohang Wang Jing Jiang 96 446 0 30 Dec 2015
Reasoning about Entailment with Neural Attention Tim Rocktaschel Edward Grefenstette Karl Moritz Hermann Tomás Kociský Phil Blunsom NAI 60 761 0 22 Sep 2015
A Neural Attention Model for Abstractive Sentence Summarization Alexander M. Rush S. Chopra Jason Weston CVBM 182 2,700 0 02 Sep 2015
A large annotated corpus for learning natural language inference Samuel R. Bowman Gabor Angeli Christopher Potts Christopher D. Manning 304 4,282 0 21 Aug 2015
Molding CNNs for text: non-linear, non-consecutive convolutions Tao Lei Regina Barzilay Tommi Jaakkola 67 146 0 17 Aug 2015
Depth-Gated LSTM Kaisheng Yao Trevor Cohn Katerina Vylomova Kevin Duh Chris Dyer VLM 34 74 0 16 Aug 2015
Grid Long Short-Term Memory Nal Kalchbrenner Ivo Danihelka Alex Graves AI4TS 74 361 0 06 Jul 2015
Ask Me Anything: Dynamic Memory Networks for Natural Language Processing A. Kumar Ozan Irsoy Peter Ondruska Mohit Iyyer James Bradbury Ishaan Gulrajani Victor Zhong Romain Paulus R. Socher 110 1,179 0 24 Jun 2015
Teaching Machines to Read and Comprehend Karl Moritz Hermann Tomás Kociský Edward Grefenstette L. Espeholt W. Kay Mustafa Suleyman Phil Blunsom 339 3,547 0 10 Jun 2015
Learning to Transduce with Unbounded Memory Edward Grefenstette Karl Moritz Hermann Mustafa Suleyman Phil Blunsom 80 297 0 08 Jun 2015
Transition-Based Dependency Parsing with Stack Long Short-Term Memory Chris Dyer Miguel Ballesteros Wang Ling Austin Matthews Noah A. Smith 117 802 0 29 May 2015
Improved Semantic Representations From Tree-Structured Long Short-Term Memory Networks Kai Sheng Tai R. Socher Christopher D. Manning AIMat 135 3,118 0 28 Feb 2015
Gated Feedback Recurrent Neural Networks Junyoung Chung Çağlar Gülçehre Kyunghyun Cho Yoshua Bengio 72 829 0 09 Feb 2015
Learning Longer Memory in Recurrent Neural Networks Tomas Mikolov Armand Joulin S. Chopra Michaël Mathieu MarcÁurelio Ranzato 92 259 0 24 Dec 2014
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 1.7K 150,006 0 22 Dec 2014
Learning to Execute Wojciech Zaremba Ilya Sutskever ODL 87 559 0 17 Oct 2014
Memory Networks Jason Weston S. Chopra Antoine Bordes GNN KELM 145 1,705 0 15 Oct 2014
Neural Machine Translation by Jointly Learning to Align and Translate Dzmitry Bahdanau Kyunghyun Cho Yoshua Bengio AIMat 533 27,295 0 01 Sep 2014
Convolutional Neural Networks for Sentence Classification Yoon Kim AILaw VLM 615 13,420 0 25 Aug 2014
Learning Phrase Representations using RNN Encoder-Decoder for Statistical Machine Translation Kyunghyun Cho B. V. Merrienboer Çağlar Gülçehre Dzmitry Bahdanau Fethi Bougares Holger Schwenk Yoshua Bengio AIMat 1.0K 23,338 0 03 Jun 2014
Distributed Representations of Sentences and Documents Quoc V. Le Tomas Mikolov FaML 251 9,239 0 16 May 2014
A Convolutional Neural Network for Modelling Sentences Nal Kalchbrenner Edward Grefenstette Phil Blunsom 98 3,558 0 08 Apr 2014
A Clockwork RNN Jan Koutník Klaus Greff Faustino J. Gomez Jürgen Schmidhuber 83 500 0 14 Feb 2014
Generating Sequences With Recurrent Neural Networks Alex Graves GAN 140 4,033 0 04 Aug 2013
On the difficulty of training Recurrent Neural Networks Razvan Pascanu Tomas Mikolov Yoshua Bengio ODL 190 5,341 0 21 Nov 2012