Effective Use of Word Order for Text Categorization with Convolutional Neural Networks

1 December 2014

Tong Zhang

Papers citing "Effective Use of Word Order for Text Categorization with Convolutional Neural Networks"

39 / 89 papers shown

Title
Syntactic Recurrent Neural Network for Authorship Attribution Fereshteh Jafariakinabad Sansiri Tarnpradab K. Hua BDL 13 24 0 26 Feb 2019
Pedestrian Attribute Recognition: A Survey Tianlin Li Shaofei Zheng Rui Yang Aihua Zheng Zhe Chen Jin Tang Bin Luo CVBM 28 127 0 22 Jan 2019
Universal Rules for Fooling Deep Neural Networks based Text Classification Di Li Danilo Vasconcellos Vargas Kouichi Sakurai AAML 21 11 0 22 Jan 2019
MOROCO: The Moldavian and Romanian Dialectal Corpus Andrei M. Butnaru Radu Tudor Ionescu 31 42 0 19 Jan 2019
Analysis of Railway Accidents' Narratives Using Deep Learning Mojtaba Heidarysafa Kamran Kowsari Laura E. Barnes Donald E. Brown 21 40 0 17 Oct 2018
SCALE-Sim: Systolic CNN Accelerator Simulator A. Samajdar Yuhao Zhu P. Whatmough Matthew Mattina Tushar Krishna 30 137 0 16 Oct 2018
Strategies for Language Identification in Code-Mixed Low Resource Languages Soumil Mandal S. Sanand 11 0 0 16 Oct 2018
Text-based Sentiment Analysis and Music Emotion Recognition Erion Çano 21 5 0 06 Oct 2018
Understanding Convolutional Neural Networks for Text Classification Alon Jacovi Oren Sar Shalom Yoav Goldberg FAtt 22 216 0 21 Sep 2018
Using the Tsetlin Machine to Learn Human-Interpretable Rules for High-Accuracy Text Categorization with Medical Applications G. T. Berge Ole-Christoffer Granmo Tor Tveit Morten Goodwin Lei Jiao B. Matheussen VLM 33 75 0 12 Sep 2018
Hierarchical CVAE for Fine-Grained Hate Speech Classification Jing Qian Mai Elsherief E. Belding-Royer William Yang Wang 29 46 0 31 Aug 2018
An Improvement of Data Classification Using Random Multimodel Deep Learning (RMDL) Mojtaba Heidarysafa Kamran Kowsari Donald E. Brown K. Meimandi Laura E. Barnes 27 36 0 23 Aug 2018
SeVeN: Augmenting Word Embeddings with Unsupervised Relation Vectors Luis Espinosa-Anke Steven Schockaert DRL 30 19 0 18 Aug 2018
GILE: A Generalized Input-Label Embedding for Text Classification Nikolaos Pappas James Henderson AI4TS AILaw VLM 27 79 0 16 Jun 2018
Chief complaint classification with recurrent neural networks Scott H. Lee Drew Levin Patrick D. Finley C. Heilig 21 30 0 19 May 2018
RMDL: Random Multimodel Deep Learning for Classification Kamran Kowsari Mojtaba Heidarysafa Donald E. Brown K. Meimandi Laura E. Barnes VLM OOD 27 157 0 03 May 2018
An Empirical Evaluation of Generic Convolutional and Recurrent Networks for Sequence Modeling Shaojie Bai J. Zico Kolter V. Koltun DRL 42 4,731 0 04 Mar 2018
Convolutional Neural Networks for Toxic Comment Classification S. Georgakopoulos S. Tasoulis Aristidis G. Vrahatis V. Plagianakos 27 217 0 27 Feb 2018
Improving Review Representations with User Attention and Product Attention for Sentiment Classification Zhen Wu Xinyu Dai Cunyan Yin Shujian Huang Jiajun Chen 41 98 0 24 Jan 2018
Contextual and Position-Aware Factorization Machines for Sentiment Classification Shuai Wang Mianwei Zhou Geli Fei Yi-Ju Chang Bing-Quan Liu 31 8 0 18 Jan 2018
Multiple Instance Learning Networks for Fine-Grained Sentiment Analysis Stefanos Angelidis Mirella Lapata 25 126 0 27 Nov 2017
Multi-Label Classification of Patient Notes a Case Study on ICD Code Assignment Tal Baumel Jumana Nassour-Kassis Raphael Cohen Michael Elhadad Noémie Elhadad 24 200 0 27 Sep 2017
Disentangled Variational Auto-Encoder for Semi-supervised Learning Yang Li Quan Pan Suhang Wang Haiyun Peng Tao Yang Min Zhang DRL 21 86 0 15 Sep 2017
On the Role of Text Preprocessing in Neural Network Architectures: An Evaluation Study on Text Categorization and Sentiment Analysis Jose Camacho-Collados Mohammad Taher Pilehvar 40 141 0 06 Jul 2017
Contextual Explanation Networks Maruan Al-Shedivat Kumar Avinava Dubey Eric Xing CML 37 82 0 29 May 2017
Learning Generic Sentence Representations Using Convolutional Neural Networks Zhe Gan Yunchen Pu Ricardo Henao Chunyuan Li Xiaodong He Lawrence Carin SSL 34 98 0 23 Nov 2016
Quasi-Recurrent Neural Networks James Bradbury Stephen Merity Caiming Xiong R. Socher 59 437 0 05 Nov 2016
Convolutional Neural Networks for Text Categorization: Shallow Word-level vs. Deep Character-level Rie Johnson Tong Zhang 19 48 0 31 Aug 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 22 56 0 13 May 2016
MGNC-CNN: A Simple Approach to Exploiting Multiple Word Embeddings for Sentence Classification Ye Zhang Stephen Roller Byron C. Wallace 29 105 0 03 Mar 2016
Supervised and Semi-Supervised Text Categorization using LSTM for Region Embeddings Rie Johnson Tong Zhang AI4TS 27 257 0 07 Feb 2016
A C-LSTM Neural Network for Text Classification Chunting Zhou Chonglin Sun Zhiyuan Liu F. Lau AILaw 40 861 0 27 Nov 2015
A Sensitivity Analysis of (and Practitioners' Guide to) Convolutional Neural Networks for Sentence Classification Ye Zhang Byron C. Wallace AAML 47 1,190 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 16 6,008 0 04 Sep 2015
Bayesian Optimization of Text Representations Dani Yogatama Noah A. Smith BDL 45 42 0 02 Mar 2015
Text Understanding from Scratch Xiang Zhang Yann LeCun 46 557 0 05 Feb 2015
Improving neural networks by preventing co-adaptation of feature detectors Geoffrey E. Hinton Nitish Srivastava A. Krizhevsky Ilya Sutskever Ruslan Salakhutdinov VLM 266 7,640 0 03 Jul 2012