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Character-level Convolutional Networks for Text Classification

4 September 2015

Papers citing "Character-level Convolutional Networks for Text Classification"

50 / 1,322 papers shown

Title
Cross-lingual Distillation for Text Classification Ruochen Xu Yiming Yang VLM 99 71 0 05 May 2017
"Liar, Liar Pants on Fire": A New Benchmark Dataset for Fake News Detection William Yang Wang HILM GNN 117 1,369 0 01 May 2017
Deep Text Classification Can be Fooled Bin Liang Hongcheng Li Miaoqiang Su Pan Bian Xirong Li Wenchang Shi AAML 85 427 0 26 Apr 2017
Discourse-Based Objectives for Fast Unsupervised Sentence Representation Learning Yacine Jernite Samuel R. Bowman David Sontag 85 111 0 23 Apr 2017
Learning to Skim Text Adams Wei Yu Hongrae Lee Quoc V. Le RALM 94 124 0 23 Apr 2017
End-to-End Multi-View Networks for Text Classification Hongyu Guo Colin Cherry Jiang Su 3DV 34 11 0 19 Apr 2017
Learning Character-level Compositionality with Visual Features Frederick Liu Han Lu Chieh Lo Graham Neubig CoGe 88 64 0 17 Apr 2017
Neural Extractive Summarization with Side Information Shashi Narayan Nikos Papasarantopoulos Shay B. Cohen Mirella Lapata 154 74 0 14 Apr 2017
Learning Joint Multilingual Sentence Representations with Neural Machine Translation Holger Schwenk Matthijs Douze 176 210 0 13 Apr 2017
Discriminative Bimodal Networks for Visual Localization and Detection with Natural Language Queries Y. Zhang Luyao Yuan Yijie Guo Zhiyuan He I-An Huang Honglak Lee ObjD 92 57 0 12 Apr 2017
Character-Word LSTM Language Models Lyan Verwimp J. Pelemans Hugo Van hamme P. Wambacq 76 53 0 10 Apr 2017
Fine-graind Image Classification via Combining Vision and Language Xiangteng He Yuxin Peng VLM 81 165 0 10 Apr 2017
Learning to Generate Reviews and Discovering Sentiment Alec Radford Rafal Jozefowicz Ilya Sutskever 117 510 0 05 Apr 2017
Topic Identification for Speech without ASR Chunxi Liu J. Trmal Sanjeev Khudanpur Craig Harman Sanjeev Khudanpur BDL 68 20 0 22 Mar 2017
Neural Graph Machines: Learning Neural Networks Using Graphs T. Bui Sujith Ravi Vivek Ramavajjala GNN 62 29 0 14 Mar 2017
Generative and Discriminative Text Classification with Recurrent Neural Networks Dani Yogatama Chris Dyer Wang Ling Phil Blunsom 87 200 0 06 Mar 2017
Sample-level Deep Convolutional Neural Networks for Music Auto-tagging Using Raw Waveforms Jongpil Lee Jiyoung Park Keunhyoung Luke Kim Juhan Nam 84 190 0 06 Mar 2017
eXpose: A Character-Level Convolutional Neural Network with Embeddings For Detecting Malicious URLs, File Paths and Registry Keys Joshua Saxe Konstantin Berlin 98 208 0 27 Feb 2017
Improved Variational Autoencoders for Text Modeling using Dilated Convolutions Zichao Yang Zhiting Hu Ruslan Salakhutdinov Taylor Berg-Kirkpatrick 110 389 0 27 Feb 2017
Neural Multi-Step Reasoning for Question Answering on Semi-Structured Tables Till Haug O. Ganea Paulina Grnarova LMTD ReLM LRM 87 38 0 21 Feb 2017
Character-level Deep Conflation for Business Data Analytics Zhe Gan P. D. Singh A. Joshi Xiaodong He Jianshu Chen Jianfeng Gao Li Deng 64 14 0 08 Feb 2017
Automatic Rule Extraction from Long Short Term Memory Networks W. James Murdoch Arthur Szlam 98 87 0 08 Feb 2017
How to evaluate word embeddings? On importance of data efficiency and simple supervised tasks Stanislaw Jastrzebski Damian Lesniak Wojciech M. Czarnecki 74 77 0 07 Feb 2017
Fast and Accurate Entity Recognition with Iterated Dilated Convolutions Emma Strubell Pat Verga David Belanger Andrew McCallum 135 396 0 07 Feb 2017
Malicious URL Detection using Machine Learning: A Survey Doyen Sahoo Chenghao Liu Guosheng Lin MU AAML 78 325 0 25 Jan 2017
A Multichannel Convolutional Neural Network For Cross-language Dialog State Tracking Hongjie Shi Takashi Ushio M. Endo K. Yamagami Noriaki Horii 87 33 0 23 Jan 2017
"What is Relevant in a Text Document?": An Interpretable Machine Learning Approach L. Arras F. Horn G. Montavon K. Müller Wojciech Samek 82 288 0 23 Dec 2016
Neural Networks for Joint Sentence Classification in Medical Paper Abstracts Franck Dernoncourt Ji Young Lee Peter Szolovits 84 62 0 15 Dec 2016
FastText.zip: Compressing text classification models Armand Joulin Edouard Grave Piotr Bojanowski Matthijs Douze Hervé Jégou Tomas Mikolov MQ 105 1,216 0 12 Dec 2016
Spatially Adaptive Computation Time for Residual Networks Michael Figurnov Maxwell D. Collins Yukun Zhu Li Zhang Jonathan Huang Dmitry Vetrov Ruslan Salakhutdinov 75 351 0 07 Dec 2016
Is a picture worth a thousand words? A Deep Multi-Modal Fusion Architecture for Product Classification in e-commerce Tom Zahavy Alessandro Magnani Abhinandan Krishnan Shie Mannor 76 63 0 29 Nov 2016
Learning Generic Sentence Representations Using Convolutional Neural Networks Zhe Gan Yunchen Pu Ricardo Henao Chunyuan Li Xiaodong He Lawrence Carin SSL 95 98 0 23 Nov 2016
Semi-Supervised Learning with Context-Conditional Generative Adversarial Networks Emily L. Denton Sam Gross Rob Fergus GAN 90 152 0 19 Nov 2016
Intrinsic Geometric Information Transfer Learning on Multiple Graph-Structured Datasets Jaekoo Lee Hyunjae Kim Jongsun Lee Sungroh Yoon GNN 73 66 0 15 Nov 2016
Earliness-Aware Deep Convolutional Networks for Early Time Series Classification Wenlin Wang Changyou Chen Wenqi Wang Piyush Rai Lawrence Carin AI4TS 64 32 0 14 Nov 2016
Attending to Characters in Neural Sequence Labeling Models Marek Rei Gamal K. O. Crichton S. Pyysalo 109 187 0 14 Nov 2016
Character-level Convolutional Network for Text Classification Applied to Chinese Corpus Weijie Huang Jun Wang AI4CE 26 24 0 14 Nov 2016
Quasi-Recurrent Neural Networks James Bradbury Stephen Merity Caiming Xiong R. Socher 200 445 0 05 Nov 2016
Fully Character-Level Neural Machine Translation without Explicit Segmentation Jason D. Lee Kyunghyun Cho Thomas Hofmann VLM 155 457 0 10 Oct 2016
A Character-level Convolutional Neural Network for Distinguishing Similar Languages and Dialects Yonatan Belinkov James R. Glass 59 36 0 24 Sep 2016
Semantic Tagging with Deep Residual Networks Johannes Bjerva Barbara Plank Johan Bos VLM SSeg 76 78 0 22 Sep 2016
Character-level and Multi-channel Convolutional Neural Networks for Large-scale Authorship Attribution Sebastian Ruder Parsa Ghaffari J. Breslin 84 114 0 21 Sep 2016
Generating Politically-Relevant Event Data John Beieler 52 36 0 20 Sep 2016
Attention-Based Recurrent Neural Network Models for Joint Intent Detection and Slot Filling Bing-Quan Liu Ian Lane 116 677 0 06 Sep 2016
Convolutional Neural Networks for Text Categorization: Shallow Word-level vs. Deep Character-level Rie Johnson Tong Zhang 43 49 0 31 Aug 2016
WikiReading: A Novel Large-scale Language Understanding Task over Wikipedia D. Hewlett Alexandre Lacoste Llion Jones Illia Polosukhin Andrew Fandrianto Jay Han Matthew Kelcey David Berthelot RALM 86 139 0 11 Aug 2016
Enriching Word Vectors with Subword Information Piotr Bojanowski Edouard Grave Armand Joulin Tomas Mikolov NAI SSL VLM 236 9,998 0 15 Jul 2016
Charagram: Embedding Words and Sentences via Character n-grams John Wieting Joey Tianyi Zhou Kevin Gimpel Karen Livescu NAI GNN 169 193 0 10 Jul 2016
Bag of Tricks for Efficient Text Classification Armand Joulin Edouard Grave Piotr Bojanowski Tomas Mikolov VLM 185 4,638 0 06 Jul 2016
Using Word Embeddings in Twitter Election Classification Xiao Yang Craig Macdonald I. Ounis 84 158 0 22 Jun 2016