v1v2 (latest)

Convolutional Neural Networks for Sentence Classification

25 August 2014

Papers citing "Convolutional Neural Networks for Sentence Classification"

50 / 2,706 papers shown

Title
Multichannel Variable-Size Convolution for Sentence Classification Wenpeng Yin Hinrich Schütze 73 156 0 15 Mar 2016
Sequential Short-Text Classification with Recurrent and Convolutional Neural Networks Ji Young Lee Franck Dernoncourt HAI 82 446 0 12 Mar 2016
Implicit Discourse Relation Classification via Multi-Task Neural Networks Yang Liu Sujian Li Xiaodong Zhang Zhifang Sui 106 115 0 09 Mar 2016
MGNC-CNN: A Simple Approach to Exploiting Multiple Word Embeddings for Sentence Classification Ye Zhang Stephen Roller Byron C. Wallace 88 105 0 03 Mar 2016
Representation of linguistic form and function in recurrent neural networks Ákos Kádár Grzegorz Chrupała Afra Alishahi 89 162 0 29 Feb 2016
Toward Mention Detection Robustness with Recurrent Neural Networks Thien Huu Nguyen Avirup Sil Georgiana Dinu Radu Florian 67 38 0 24 Feb 2016
Ultradense Word Embeddings by Orthogonal Transformation S. Rothe Sebastian Ebert Hinrich Schütze 108 113 0 24 Feb 2016
Sentence Similarity Learning by Lexical Decomposition and Composition Zhiguo Wang Haitao Mi Abraham Ittycheriah 109 198 0 23 Feb 2016
Semi-supervised Clustering for Short Text via Deep Representation Learning Zhiguo Wang Haitao Mi Abraham Ittycheriah SSL GNN 87 56 0 22 Feb 2016
Convolutional RNN: an Enhanced Model for Extracting Features from Sequential Data Gil Keren Björn Schuller 74 140 0 18 Feb 2016
Efficient Character-level Document Classification by Combining Convolution and Recurrent Layers Yijun Xiao Kyunghyun Cho 66 219 0 01 Feb 2016
Long Short-Term Memory-Networks for Machine Reading Jianpeng Cheng Li Dong Mirella Lapata AIMat RALM 137 1,123 0 25 Jan 2016
Conversion of Artificial Recurrent Neural Networks to Spiking Neural Networks for Low-power Neuromorphic Hardware P. U. Diehl Guido Zarrella A. Cassidy Bruno U. Pedroni Emre Neftci 92 219 0 16 Jan 2016
Learning Document Embeddings by Predicting N-grams for Sentiment Classification of Long Movie Reviews Bofang Li Tao Liu Xiaoyong Du Deyuan Zhang Zhe Zhao 52 19 0 27 Dec 2015
Recent Advances in Convolutional Neural Networks Jiuxiang Gu Zhenhua Wang Jason Kuen Lianyang Ma Amir Shahroudy ... Xingxing Wang Li Wang Gang Wang Jianfei Cai Tsuhan Chen 296 5,269 0 22 Dec 2015
Semi-supervised Question Retrieval with Gated Convolutions Tao Lei Hrishikesh Joshi Regina Barzilay Tommi Jaakkola K. Tymoshenko Alessandro Moschitti Lluís Màrquez i Villodre RALM 103 107 0 17 Dec 2015
ABCNN: Attention-Based Convolutional Neural Network for Modeling Sentence Pairs Wenpeng Yin Hinrich Schütze Bing Xiang Bowen Zhou 101 946 0 16 Dec 2015
Effective LSTMs for Target-Dependent Sentiment Classification Duyu Tang Bing Qin Xiaocheng Feng Ting Liu 134 891 0 03 Dec 2015
Aspect-based Opinion Summarization with Convolutional Neural Networks Haibing Wu Yiwei Gu Shangdi Sun Xiaodong Gu 63 51 0 30 Nov 2015
Towards Universal Paraphrastic Sentence Embeddings John Wieting Joey Tianyi Zhou Kevin Gimpel Karen Livescu AI4TS 214 555 0 25 Nov 2015
Multilingual Relation Extraction using Compositional Universal Schema Pat Verga David Belanger Emma Strubell Benjamin Roth Andrew McCallum 96 97 0 19 Nov 2015
Generating Sentences from a Continuous Space Samuel R. Bowman Luke Vilnis Oriol Vinyals Andrew M. Dai Rafal Jozefowicz Samy Bengio DRL 121 2,368 0 19 Nov 2015
Overcoming Language Variation in Sentiment Analysis with Social Attention Yi Yang Jacob Eisenstein 140 91 0 19 Nov 2015
Combining Neural Networks and Log-linear Models to Improve Relation Extraction Thien Huu Nguyen R. Grishman 90 101 0 18 Nov 2015
Stacked Attention Networks for Image Question Answering Zichao Yang Xiaodong He Jianfeng Gao Li Deng Alex Smola BDL 184 1,889 0 07 Nov 2015
Semi-supervised Sequence Learning Andrew M. Dai Quoc V. Le SSL 166 1,237 0 04 Nov 2015
Learning multi-faceted representations of individuals from heterogeneous evidence using neural networks Jiwei Li Alan Ritter Dan Jurafsky 187 35 0 18 Oct 2015
A Sensitivity Analysis of (and Practitioners' Guide to) Convolutional Neural Networks for Sentence Classification Ye Zhang Byron C. Wallace AAML 126 1,203 0 13 Oct 2015
Improved Deep Learning Baselines for Ubuntu Corpus Dialogs Rudolf Kadlec Martin Schmid Jan Kleindienst 88 114 0 13 Oct 2015
Mapping Unseen Words to Task-Trained Embedding Spaces Pranava Swaroop Madhyastha Joey Tianyi Zhou Kevin Gimpel Karen Livescu SSL 63 14 0 08 Oct 2015
A Primer on Neural Network Models for Natural Language Processing Yoav Goldberg AI4CE 121 1,138 0 02 Oct 2015
Character-level Convolutional Networks for Text Classification Xiang Zhang Jiaqi Zhao Yann LeCun 301 6,150 0 04 Sep 2015
Character-Aware Neural Language Models Yoon Kim Yacine Jernite David Sontag Alexander M. Rush 157 1,672 0 26 Aug 2015
Molding CNNs for text: non-linear, non-consecutive convolutions Tao Lei Regina Barzilay Tommi Jaakkola 103 146 0 17 Aug 2015
Stochastic Language Generation in Dialogue using Recurrent Neural Networks with Convolutional Sentence Reranking Tsung-Hsien Wen Milica Gasic Dongho Kim N. Mrksic Pei-hao Su David Vandyke S. Young 92 187 0 07 Aug 2015
Applying Deep Learning to Answer Selection: A Study and An Open Task Minwei Feng Bing Xiang Michael R. Glass Lidan Wang Bowen Zhou 91 381 0 07 Aug 2015
PTE: Predictive Text Embedding through Large-scale Heterogeneous Text Networks Jian Tang Meng Qu Qiaozhu Mei AI4TS SSL 105 791 0 02 Aug 2015
How to Generate a Good Word Embedding? Siwei Lai Kang Liu Shizhu He Jun Zhao 106 347 0 20 Jul 2015
Neural CRF Parsing Greg Durrett Dan Klein 64 128 0 13 Jul 2015
Dependency-based Convolutional Neural Networks for Sentence Embedding Mingbo Ma Liang Huang Bing Xiang Bowen Zhou 81 119 0 07 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 183 1,183 0 24 Jun 2015
Skip-Thought Vectors Ryan Kiros Yukun Zhu Ruslan Salakhutdinov R. Zemel Antonio Torralba R. Urtasun Sanja Fidler SSL 274 2,414 0 22 Jun 2015
Answer Sequence Learning with Neural Networks for Answer Selection in Community Question Answering Xiaoqiang Zhou Baotian Hu Qingcai Chen Buzhou Tang Xiaolong Wang 89 64 0 22 Jun 2015
Distilling Word Embeddings: An Encoding Approach Lili Mou Ran Jia Yan Xu Ge Li Lu Zhang Zhi Jin FedML 119 27 0 15 Jun 2015
Learning to Answer Questions From Image Using Convolutional Neural Network Lin Ma Zhengdong Lu Hang Li 109 263 0 01 Jun 2015
Classifying Relations by Ranking with Convolutional Neural Networks Cicero Nogueira dos Santos Bing Xiang Bowen Zhou 96 579 0 24 Apr 2015
Multimodal Convolutional Neural Networks for Matching Image and Sentence Lin Ma Zhengdong Lu Lifeng Shang Hang Li 150 337 0 23 Apr 2015
Self-Adaptive Hierarchical Sentence Model Haiying Zhao Zhengdong Lu Pascal Poupart 112 191 0 20 Apr 2015
Semi-supervised Convolutional Neural Networks for Text Categorization via Region Embedding Rie Johnson Tong Zhang 81 6 0 06 Apr 2015
Discriminative Neural Sentence Modeling by Tree-Based Convolution Lili Mou Hao Peng Ge Li Yan Xu Lu Zhang Zhi Jin 97 8 0 05 Apr 2015