Character-level Convolutional Networks for Text Classification

4 September 2015

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

50 / 927 papers shown

Title
Learning Longer-term Dependencies in RNNs with Auxiliary Losses Trieu H. Trinh Andrew M. Dai Thang Luong Quoc V. Le 41 179 0 01 Mar 2018
Memory-based Parameter Adaptation Pablo Sprechmann Siddhant M. Jayakumar Jack W. Rae Alexander Pritzel Adria Puigdomenech Badia Benigno Uria Oriol Vinyals Demis Hassabis Razvan Pascanu Charles Blundell ODL OOD VLM 16 101 0 28 Feb 2018
Convolutional Neural Networks for Toxic Comment Classification S. Georgakopoulos S. Tasoulis Aristidis G. Vrahatis V. Plagianakos 35 218 0 27 Feb 2018
OhioState at SemEval-2018 Task 7: Exploiting Data Augmentation for Relation Classification in Scientific Papers using Piecewise Convolutional Neural Networks D. Dhyani 26 1 0 25 Feb 2018
Ranking Sentences for Extractive Summarization with Reinforcement Learning Shashi Narayan Shay B. Cohen Mirella Lapata 42 545 0 23 Feb 2018
Adversarial Texts with Gradient Methods Zhitao Gong Wenlu Wang Yangqiu Song D. Song Wei-Shinn Ku AAML 34 77 0 22 Jan 2018
Black-box Generation of Adversarial Text Sequences to Evade Deep Learning Classifiers Ji Gao Jack Lanchantin M. Soffa Yanjun Qi AAML 47 708 0 13 Jan 2018
On-Chip Communication Network for Efficient Training of Deep Convolutional Networks on Heterogeneous Manycore Systems Wonje Choi Karthik Duraisamy R. Kim J. Doppa P. Pande Diana Marculescu R. Marculescu 34 66 0 05 Dec 2017
Always Lurking: Understanding and Mitigating Bias in Online Human Trafficking Detection K. Hundman Thamme Gowda Mayank Kejriwal Benedikt Boecking 32 21 0 03 Dec 2017
Learning from Between-class Examples for Deep Sound Recognition Yuji Tokozume Yoshitaka Ushiku Tatsuya Harada SSL 27 236 0 28 Nov 2017
Dual-Path Convolutional Image-Text Embeddings with Instance Loss Zhedong Zheng Liang Zheng Michael Garrett Yi Yang Mingliang Xu Yi-Dong Shen 27 470 0 15 Nov 2017
Bringing Semantic Structures to User Intent Detection in Online Medical Queries Chenwei Zhang Nan Du Wei Fan Yaliang Li Chun-Ta Lu Philip S. Yu 29 13 0 22 Oct 2017
Detecting Online Hate Speech Using Context Aware Models Lei Gao Ruihong Huang 22 245 0 20 Oct 2017
Deep Automated Multi-task Learning Davis Liang Yang Shu AIMat 45 9 0 16 Sep 2017
Natural Language Inference over Interaction Space Yichen Gong Heng Luo Jian Zhang 26 264 0 13 Sep 2017
Hash Embeddings for Efficient Word Representations Dan Svenstrup Jonas Meinertz Hansen Ole Winther 17 75 0 12 Sep 2017
Learning the PE Header, Malware Detection with Minimal Domain Knowledge Edward Raff Jared Sylvester Charles K. Nicholas 28 118 0 05 Sep 2017
Learning Chinese Word Representations From Glyphs Of Characters Tzu-Ray Su Hung-yi Lee 29 86 0 16 Aug 2017
N-gram and Neural Language Models for Discriminating Similar Languages Andre Cianflone Leila Kosseim 27 14 0 11 Aug 2017
Domain Adaptation for Resume Classification Using Convolutional Neural Networks L. Sayfullina Eric Malmi Yiping Liao Alexander Jung 37 20 0 18 Jul 2017
Do Convolutional Networks need to be Deep for Text Classification ? Hoa T. Le Christophe Cerisara Alexandre Denis VLM 32 105 0 13 Jul 2017
Towards Crafting Text Adversarial Samples Suranjana Samanta S. Mehta AAML 27 219 0 10 Jul 2017
Cross-Lingual Sentiment Analysis Without (Good) Translation Mohamed Abdalla Graeme Hirst 16 42 0 06 Jul 2017
One-step and Two-step Classification for Abusive Language Detection on Twitter Ji Ho Park Pascale Fung 16 355 0 05 Jun 2017
CRNN: A Joint Neural Network for Redundancy Detection Xinyu Fu Eugene Ch’ng U. Aickelin Simon See 26 34 0 04 Jun 2017
Adversarial Generation of Natural Language Sai Rajeswar Sandeep Subramanian Francis Dutil C. Pal Aaron Courville GAN 24 204 0 31 May 2017
Detecting Adversarial Image Examples in Deep Networks with Adaptive Noise Reduction Bin Liang Hongcheng Li Miaoqiang Su Xirong Li Wenchang Shi Xiaofeng Wang AAML 14 216 0 23 May 2017
Black-Box Attacks against RNN based Malware Detection Algorithms Weiwei Hu Ying Tan 12 149 0 23 May 2017
R2-D2: ColoR-inspired Convolutional NeuRal Network (CNN)-based AndroiD Malware Detections Hsien-De Huang Hung-Yu kao AAML 32 147 0 12 May 2017
Content-based Approach for Vietnamese Spam SMS Filtering Thai-Hoang Pham Hong Phuong Le 33 7 0 11 May 2017
"Liar, Liar Pants on Fire": A New Benchmark Dataset for Fake News Detection William Yang Wang HILM GNN 13 1,342 0 01 May 2017
280 Birds with One Stone: Inducing Multilingual Taxonomies from Wikipedia using Character-level Classification Amit Gupta R. Lebret Hamza Harkous Karl Aberer 14 5 0 25 Apr 2017
Learning to Skim Text Adams Wei Yu Hongrae Lee Quoc V. Le RALM 38 124 0 23 Apr 2017
Learning Character-level Compositionality with Visual Features Frederick Liu Han Lu Chieh Lo Graham Neubig CoGe 25 64 0 17 Apr 2017
Learning Joint Multilingual Sentence Representations with Neural Machine Translation Holger Schwenk Matthijs Douze 37 209 0 13 Apr 2017
Fine-graind Image Classification via Combining Vision and Language Xiangteng He Yuxin Peng VLM 27 163 0 10 Apr 2017
Learning to Generate Reviews and Discovering Sentiment Alec Radford Rafal Jozefowicz Ilya Sutskever 44 506 0 05 Apr 2017
Topic Identification for Speech without ASR Chunxi Liu J. Trmal Sanjeev Khudanpur Craig Harman Sanjeev Khudanpur BDL 36 20 0 22 Mar 2017
Neural Graph Machines: Learning Neural Networks Using Graphs T. Bui Sujith Ravi Vivek Ramavajjala GNN 30 29 0 14 Mar 2017
Generative and Discriminative Text Classification with Recurrent Neural Networks Dani Yogatama Chris Dyer Wang Ling Phil Blunsom 27 197 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 35 205 0 27 Feb 2017
Improved Variational Autoencoders for Text Modeling using Dilated Convolutions Zichao Yang Zhiting Hu Ruslan Salakhutdinov Taylor Berg-Kirkpatrick 30 384 0 27 Feb 2017
Neural Multi-Step Reasoning for Question Answering on Semi-Structured Tables Till Haug O. Ganea Paulina Grnarova LMTD ReLM LRM 33 38 0 21 Feb 2017
Fast and Accurate Entity Recognition with Iterated Dilated Convolutions Emma Strubell Pat Verga David Belanger Andrew McCallum 30 391 0 07 Feb 2017
Malicious URL Detection using Machine Learning: A Survey Doyen Sahoo Chenghao Liu Guosheng Lin MU AAML 35 321 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 38 33 0 23 Jan 2017
Neural Networks for Joint Sentence Classification in Medical Paper Abstracts Franck Dernoncourt Ji Young Lee Peter Szolovits 32 63 0 15 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 35 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 34 98 0 23 Nov 2016
Semi-Supervised Learning with Context-Conditional Generative Adversarial Networks Emily L. Denton Sam Gross Rob Fergus GAN 27 150 0 19 Nov 2016