Learning Generic Sentence Representations Using Convolutional Neural Networks

23 November 2016

Lawrence Carin

Papers citing "Learning Generic Sentence Representations Using Convolutional Neural Networks"

34 / 34 papers shown

Title
Evaluation of Sentence Representations in Polish Slawomir Dadas Michal Perelkiewicz Rafal Poswiata 87 13 0 25 Oct 2019
A Structured Self-attentive Sentence Embedding Zhouhan Lin Minwei Feng Cicero Nogueira dos Santos Mo Yu Bing Xiang Bowen Zhou Yoshua Bengio 95 2,132 0 09 Mar 2017
Unsupervised Learning of Sentence Embeddings using Compositional n-Gram Features Matteo Pagliardini Prakhar Gupta Martin Jaggi SSL 79 692 0 07 Mar 2017
Character-level Deep Conflation for Business Data Analytics Zhe Gan P. D. Singh A. Joshi Xiaodong He Jianshu Chen Jianfeng Gao Li Deng 43 14 0 08 Feb 2017
A Convolutional Encoder Model for Neural Machine Translation Jonas Gehring Michael Auli David Grangier Yann N. Dauphin 53 450 0 07 Nov 2016
Very Deep Convolutional Networks for Text Classification Alexis Conneau Holger Schwenk Loïc Barrault Yann LeCun AI4CE 38 320 0 06 Jun 2016
Learning Distributed Representations of Sentences from Unlabelled Data Felix Hill Kyunghyun Cho Anna Korhonen SSL 97 572 0 10 Feb 2016
Towards Universal Paraphrastic Sentence Embeddings John Wieting Joey Tianyi Zhou Kevin Gimpel Karen Livescu AI4TS 81 552 0 25 Nov 2015
Larger-Context Language Modelling Tian Wang Kyunghyun Cho 35 87 0 11 Nov 2015
Semi-supervised Sequence Learning Andrew M. Dai Quoc V. Le SSL 88 1,232 0 04 Nov 2015
Character-level Convolutional Networks for Text Classification Xiang Zhang Jiaqi Zhao Yann LeCun 168 6,046 0 04 Sep 2015
A Hierarchical Recurrent Encoder-Decoder For Generative Context-Aware Query Suggestion Alessandro Sordoni Yoshua Bengio H. Vahabi Christina Lioma J. Simonsen J. Nie 3DV 50 549 0 08 Jul 2015
Skip-Thought Vectors Ryan Kiros Yukun Zhu Ruslan Salakhutdinov R. Zemel Antonio Torralba R. Urtasun Sanja Fidler SSL 126 2,405 0 22 Jun 2015
Aligning Books and Movies: Towards Story-like Visual Explanations by Watching Movies and Reading Books Yukun Zhu Ryan Kiros R. Zemel Ruslan Salakhutdinov R. Urtasun Antonio Torralba Sanja Fidler 87 2,529 0 22 Jun 2015
A Hierarchical Neural Autoencoder for Paragraphs and Documents Jiwei Li Minh-Thang Luong Dan Jurafsky BDL 55 602 0 02 Jun 2015
Self-Adaptive Hierarchical Sentence Model Haiying Zhao Zhengdong Lu Pascal Poupart 49 191 0 20 Apr 2015
Convolutional Neural Network Architectures for Matching Natural Language Sentences Baotian Hu Zhengdong Lu Hang Li Qingcai Chen 36 1,336 0 11 Mar 2015
Encoding Source Language with Convolutional Neural Network for Machine Translation Fandong Meng Zhengdong Lu Mingxuan Wang Hang Li Wenbin Jiang Qun Liu 47 105 0 06 Mar 2015
Improved Semantic Representations From Tree-Structured Long Short-Term Memory Networks Kai Sheng Tai R. Socher Christopher D. Manning AIMat 100 3,114 0 28 Feb 2015
Unsupervised Learning of Video Representations using LSTMs Nitish Srivastava Elman Mansimov Ruslan Salakhutdinov SSL 110 2,586 0 16 Feb 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 585 149,474 0 22 Dec 2014
Deep Captioning with Multimodal Recurrent Neural Networks (m-RNN) Junhua Mao Wenyuan Xu Yi Yang Jiang Wang Zhiheng Huang Alan Yuille VLM 104 1,237 0 20 Dec 2014
Deep Visual-Semantic Alignments for Generating Image Descriptions A. Karpathy Li Fei-Fei 49 5,569 0 07 Dec 2014
Effective Use of Word Order for Text Categorization with Convolutional Neural Networks Rie Johnson Tong Zhang 60 881 0 01 Dec 2014
Sequence to Sequence Learning with Neural Networks Ilya Sutskever Oriol Vinyals Quoc V. Le AIMat 257 20,467 0 10 Sep 2014
Very Deep Convolutional Networks for Large-Scale Image Recognition Karen Simonyan Andrew Zisserman FAtt MDE 751 99,991 0 04 Sep 2014
Convolutional Neural Networks for Sentence Classification Yoon Kim AILaw VLM 531 13,395 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 563 23,235 0 03 Jun 2014
Distributed Representations of Sentences and Documents Quoc V. Le Tomas Mikolov FaML 158 9,231 0 16 May 2014
Microsoft COCO: Common Objects in Context Nayeon Lee Michael Maire Serge J. Belongie Lubomir Bourdev Ross B. Girshick James Hays Pietro Perona Deva Ramanan C. L. Zitnick Piotr Dollár ObjD 212 43,290 0 01 May 2014
A Convolutional Neural Network for Modelling Sentences Nal Kalchbrenner Edward Grefenstette Phil Blunsom 66 3,556 0 08 Apr 2014
Distributed Representations of Words and Phrases and their Compositionality Tomas Mikolov Ilya Sutskever Kai Chen G. Corrado J. Dean NAI OCL 260 33,445 0 16 Oct 2013
Theano: new features and speed improvements Frédéric Bastien Pascal Lamblin Razvan Pascanu James Bergstra Ian Goodfellow Arnaud Bergeron Nicolas Bouchard David Warde-Farley Yoshua Bengio 47 1,420 0 23 Nov 2012
Natural Language Processing (almost) from Scratch R. Collobert Jason Weston Léon Bottou Michael Karlen Koray Kavukcuoglu Pavel P. Kuksa 107 7,711 0 02 Mar 2011