Convolutional Neural Networks for Sentence Classification

25 August 2014

Papers citing "Convolutional Neural Networks for Sentence Classification"

50 / 1,110 papers shown

Title
Deepr: A Convolutional Net for Medical Records Phuoc Nguyen T. Tran N. Wickramasinghe Svetha Venkatesh MedIm 21 370 0 26 Jul 2016
An Empirical Evaluation of various Deep Learning Architectures for Bi-Sequence Classification Tasks Anirban Laha V. Raykar SSeg 17 16 0 17 Jul 2016
Neural Tree Indexers for Text Understanding Tsendsuren Munkhdalai Hong-ye Yu 29 104 0 15 Jul 2016
Charagram: Embedding Words and Sentences via Character n-grams John Wieting Joey Tianyi Zhou Kevin Gimpel Karen Livescu NAI GNN 24 193 0 10 Jul 2016
Actionable and Political Text Classification using Word Embeddings and LSTM Adithya Rao Nemanja Spasojevic 22 64 0 08 Jul 2016
Modelling Context with User Embeddings for Sarcasm Detection in Social Media Silvio Amir Byron C. Wallace Hao Lyu Mário J. Silva 15 252 0 04 Jul 2016
Domain Adaptation for Neural Networks by Parameter Augmentation Yusuke Watanabe Kazuma Hashimoto Yoshimasa Tsuruoka OOD 24 6 0 01 Jul 2016
Sequential Convolutional Neural Networks for Slot Filling in Spoken Language Understanding Ngoc Thang Vu 22 60 0 24 Jun 2016
Toward Word Embedding for Personalized Information Retrieval Nawal Ould Amer P. Mulhem M. Géry 20 30 0 22 Jun 2016
An empirical study on large scale text classification with skip-gram embeddings Georgios Balikas Massih-Reza Amini 28 20 0 21 Jun 2016
Rationalizing Neural Predictions Tao Lei Regina Barzilay Tommi Jaakkola 53 805 0 13 Jun 2016
Neural Belief Tracker: Data-Driven Dialogue State Tracking N. Mrksic Diarmuid Ó Séaghdha Tsung-Hsien Wen Blaise Thomson S. Young 30 480 0 12 Jun 2016
Discovery of Latent Factors in High-dimensional Data Using Tensor Methods Furong Huang 30 6 0 10 Jun 2016
Very Deep Convolutional Networks for Text Classification Alexis Conneau Holger Schwenk Loïc Barrault Yann LeCun AI4CE 29 320 0 06 Jun 2016
Adversarial Deep Averaging Networks for Cross-Lingual Sentiment Classification Xilun Chen Yu Sun Ben Athiwaratkun Claire Cardie Kilian Q. Weinberger 224 315 0 06 Jun 2016
Aspect Level Sentiment Classification with Deep Memory Network Duyu Tang Bing Qin Ting Liu 41 895 0 28 May 2016
Joint Learning of Sentence Embeddings for Relevance and Entailment P. Baudis S. Stanko Jan Sedivý 18 11 0 16 May 2016
Rationale-Augmented Convolutional Neural Networks for Text Classification Ye Zhang Iain J. Marshall Byron C. Wallace 34 161 0 14 May 2016
Towards Empathetic Human-Robot Interactions Pascale Fung D. Bertero Yan Wan Anik Dey R. Chan Farhad Bin Siddique Yang Yang Chien-Sheng Wu Ruixi Lin 16 56 0 13 May 2016
Entity Embeddings of Categorical Variables Cheng Guo Felix Berkhahn 41 399 0 22 Apr 2016
Sentence-Level Grammatical Error Identification as Sequence-to-Sequence Correction A. Schmaltz Yoon Kim Alexander M. Rush Stuart M. Shieber 25 42 0 16 Apr 2016
A Network-based End-to-End Trainable Task-oriented Dialogue System Tsung-Hsien Wen David Vandyke N. Mrksic Milica Gasic L. Rojas-Barahona Pei-hao Su Stefan Ultes S. Young 33 1,098 0 15 Apr 2016
Modeling Relational Information in Question-Answer Pairs with Convolutional Neural Networks Aliaksei Severyn Alessandro Moschitti 17 49 0 05 Apr 2016
Capturing Semantic Similarity for Entity Linking with Convolutional Neural Networks Matthew Francis-Landau Greg Durrett Dan Klein 16 168 0 04 Apr 2016
Longitudinal Analysis of Discussion Topics in an Online Breast Cancer Community using Convolutional Neural Networks Shaodian Zhang Edouard Grave Elizabeth I. Sklar Noémie Elhadad 13 57 0 28 Mar 2016
Neural Summarization by Extracting Sentences and Words Jianpeng Cheng Mirella Lapata 21 815 0 23 Mar 2016
BreakingNews: Article Annotation by Image and Text Processing Arnau Ramisa F. Yan Francesc Moreno-Noguer K. Mikolajczyk 29 105 0 23 Mar 2016
Recursive Neural Conditional Random Fields for Aspect-based Sentiment Analysis Wenya Wang Sinno Jialin Pan Daniel Dahlmeier Xiaokui Xiao 43 362 0 22 Mar 2016
Multichannel Variable-Size Convolution for Sentence Classification Wenpeng Yin Hinrich Schütze 19 156 0 15 Mar 2016
Implicit Discourse Relation Classification via Multi-Task Neural Networks Yang Liu Sujian Li Xiaodong Zhang Zhifang Sui 6 114 0 09 Mar 2016
MGNC-CNN: A Simple Approach to Exploiting Multiple Word Embeddings for Sentence Classification Ye Zhang Stephen Roller Byron C. Wallace 24 105 0 03 Mar 2016
Representation of linguistic form and function in recurrent neural networks Ákos Kádár Grzegorz Chrupała A. Alishahi 27 162 0 29 Feb 2016
Toward Mention Detection Robustness with Recurrent Neural Networks Thien Huu Nguyen Avirup Sil Georgiana Dinu Radu Florian 14 38 0 24 Feb 2016
Ultradense Word Embeddings by Orthogonal Transformation S. Rothe Sebastian Ebert Hinrich Schütze 11 113 0 24 Feb 2016
Sentence Similarity Learning by Lexical Decomposition and Composition Zhiguo Wang Haitao Mi Abraham Ittycheriah 38 198 0 23 Feb 2016
Semi-supervised Clustering for Short Text via Deep Representation Learning Zhiguo Wang Haitao Mi Abraham Ittycheriah SSL GNN 25 56 0 22 Feb 2016
Long Short-Term Memory-Networks for Machine Reading Jianpeng Cheng Li Dong Mirella Lapata AIMat RALM 34 1,111 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 32 217 0 16 Jan 2016
Semi-supervised Question Retrieval with Gated Convolutions Tao Lei Hrishikesh Joshi Regina Barzilay Tommi Jaakkola K. Tymoshenko Alessandro Moschitti Lluís Màrquez i Villodre RALM 32 106 0 17 Dec 2015
ABCNN: Attention-Based Convolutional Neural Network for Modeling Sentence Pairs Wenpeng Yin Hinrich Schütze Bing Xiang Bowen Zhou 39 939 0 16 Dec 2015
Towards Universal Paraphrastic Sentence Embeddings John Wieting Joey Tianyi Zhou Kevin Gimpel Karen Livescu AI4TS 30 552 0 25 Nov 2015
Generating Sentences from a Continuous Space Samuel R. Bowman Luke Vilnis Oriol Vinyals Andrew M. Dai Rafal Jozefowicz Samy Bengio DRL 34 2,343 0 19 Nov 2015
Overcoming Language Variation in Sentiment Analysis with Social Attention Yi Yang Jacob Eisenstein 18 91 0 19 Nov 2015
Learning multi-faceted representations of individuals from heterogeneous evidence using neural networks Jiwei Li Alan Ritter Dan Jurafsky 11 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 42 1,190 0 13 Oct 2015
Improved Deep Learning Baselines for Ubuntu Corpus Dialogs Rudolf Kadlec Martin Schmid Jan Kleindienst 22 114 0 13 Oct 2015
A Primer on Neural Network Models for Natural Language Processing Yoav Goldberg AI4CE 50 1,129 0 02 Oct 2015
Character-level Convolutional Networks for Text Classification Xiang Zhang Jun Zhao Yann LeCun 11 6,005 0 04 Sep 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 54 1,175 0 24 Jun 2015
Skip-Thought Vectors Ryan Kiros Yukun Zhu Ruslan Salakhutdinov R. Zemel Antonio Torralba R. Urtasun Sanja Fidler SSL 54 2,402 0 22 Jun 2015