Character-level Convolutional Networks for Text Classification

4 September 2015

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

50 / 896 papers shown

Title
Deep Q-Learning with Q-Matrix Transfer Learning for Novel Fire Evacuation Environment Jivitesh Sharma Per-Arne Andersen Ole-Christoffer Granmo M. G. Olsen AI4CE 38 68 0 23 May 2019
A Benchmark Study of Machine Learning Models for Online Fake News Detection Junaed Younus Khan Md. Tawkat Islam Khondaker Sadia Afroz Gias Uddin Anindya Iqbal 25 75 0 12 May 2019
Using Machine Learning and Natural Language Processing to Review and Classify the Medical Literature on Cancer Susceptibility Genes Yujia Bao Zhengyi Deng Yan Wang Heeyoon Kim V. D. Armengol ... Cathy Wang Giovanni Parmigiani Regina Barzilay D. Braun K. Hughes 22 43 0 24 Apr 2019
Text Classification Algorithms: A Survey Kamran Kowsari K. Meimandi Mojtaba Heidarysafa Sanjana Mendu Laura E. Barnes Donald E. Brown 30 1,286 0 17 Apr 2019
Benchmarking Approximate Inference Methods for Neural Structured Prediction Lifu Tu Kevin Gimpel BDL 38 17 0 01 Apr 2019
Integrating Semantic Knowledge to Tackle Zero-shot Text Classification Jingqing Zhang Piyawat Lertvittayakumjorn Yike Guo VLM 38 118 0 29 Mar 2019
Resilient Combination of Complementary CNN and RNN Features for Text Classification through Attention and Ensembling Athanasios Giannakopoulos Maxime Coriou Andreea Hossmann Michael Baeriswyl C. Musat 11 3 0 28 Mar 2019
Distilling Task-Specific Knowledge from BERT into Simple Neural Networks Raphael Tang Yao Lu Linqing Liu Lili Mou Olga Vechtomova Jimmy J. Lin 32 417 0 28 Mar 2019
An Effective Label Noise Model for DNN Text Classification Ishan Jindal Daniel Pressel Brian Lester M. Nokleby NoLa 32 48 0 18 Mar 2019
An Innovative Word Encoding Method For Text Classification Using Convolutional Neural Network Amr Adel Helmy Yasser M. K. Omar R. Hodhod 11 8 0 11 Mar 2019
Deep learning in bioinformatics: introduction, application, and perspective in big data era Yu Li Chao Huang Lizhong Ding Zhongxiao Li Yijie Pan Xin Gao AI4CE 29 295 0 28 Feb 2019
BERT for Joint Intent Classification and Slot Filling Qian Chen Zhu Zhuo Wen Wang VLM 31 546 0 28 Feb 2019
Towards Robust ResNet: A Small Step but A Giant Leap Jingfeng Zhang Bo Han L. Wynter K. H. Low Mohan Kankanhalli 24 41 0 28 Feb 2019
Attention is not Explanation Sarthak Jain Byron C. Wallace FAtt 31 1,301 0 26 Feb 2019
EDA: Easy Data Augmentation Techniques for Boosting Performance on Text Classification Tasks Jason W. Wei Kai Zou 37 1,913 0 31 Jan 2019
Glyce: Glyph-vectors for Chinese Character Representations Yuxian Meng Wei Wu Fei Wang Xiaoya Li Ping Nie J. Mei Muyu Li Qinghong Han Xiaofei Sun Jiwei Li VLM 27 190 0 29 Jan 2019
Deep Learning on Small Datasets without Pre-Training using Cosine Loss Björn Barz Joachim Denzler 27 129 0 25 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
Adversarial Attacks on Deep Learning Models in Natural Language Processing: A Survey W. Zhang Quan Z. Sheng A. Alhazmi Chenliang Li AAML 24 57 0 21 Jan 2019
MOROCO: The Moldavian and Romanian Dialectal Corpus Andrei M. Butnaru Radu Tudor Ionescu 31 42 0 19 Jan 2019
Semi-interactive Attention Network for Answer Understanding in Reverse-QA Qing Yin Guan Luo Xiao-Dan Zhu Q. Hu Ou Wu 26 5 0 12 Jan 2019
User Intent Prediction in Information-seeking Conversations Chen Qu Liu Yang W. Bruce Croft Yongfeng Zhang Johanne R. Trippas Minghui Qiu 17 94 0 11 Jan 2019
Weakly-Supervised Hierarchical Text Classification Yu Meng Jiaming Shen Chao Zhang Jiawei Han BDL 41 125 0 29 Dec 2018
Clustering-Oriented Representation Learning with Attractive-Repulsive Loss Kian Kenyon-Dean Andre Cianflone Lucas Caccia Guillaume Rabusseau Jackie C.K. Cheung Doina Precup 21 12 0 18 Dec 2018
TextBugger: Generating Adversarial Text Against Real-world Applications Jinfeng Li S. Ji Tianyu Du Bo Li Ting Wang SILM AAML 75 723 0 13 Dec 2018
Discrete Adversarial Attacks and Submodular Optimization with Applications to Text Classification Qi Lei Lingfei Wu Pin-Yu Chen A. Dimakis Inderjit S. Dhillon Michael Witbrock AAML 21 92 0 01 Dec 2018
CheMixNet: Mixed DNN Architectures for Predicting Chemical Properties using Multiple Molecular Representations Arindam Paul Dipendra Jha Reda Al-Bahrani W. Liao A. Choudhary Ankit Agrawal 19 43 0 14 Nov 2018
Early Prediction of Acute Kidney Injury in Critical Care Setting Using Clinical Notes Yikuan Li Liang Yao Zheng Ma Anand Srivastava Chunxiao Liu Yuan Luo 19 59 0 07 Nov 2018
Evolutionary Data Measures: Understanding the Difficulty of Text Classification Tasks Edward Collins Nikolai Rozanov M. Kaptein 9 28 0 05 Nov 2018
Towards Explainable NLP: A Generative Explanation Framework for Text Classification Hui Liu Qingyu Yin William Yang Wang 29 148 0 01 Nov 2018
Multimodal Machine Learning for Automated ICD Coding Keyang Xu Mike Lam Jingzhi Pang Xin Gao Charlotte Band ... A. Khanna J. Cywinski K. Maheshwari P. Xie Eric Xing 19 109 0 31 Oct 2018
Compositional Coding Capsule Network with K-Means Routing for Text Classification Hao Ren Hong-wei Lu 24 53 0 22 Oct 2018
Exploring Adversarial Examples in Malware Detection Octavian Suciu Scott E. Coull Jeffrey Johns AAML 29 189 0 18 Oct 2018
Analysis of Railway Accidents' Narratives Using Deep Learning Mojtaba Heidarysafa Kamran Kowsari Laura E. Barnes Donald E. Brown 21 40 0 17 Oct 2018
Super Characters: A Conversion from Sentiment Classification to Image Classification Baohua Sun Ling Yang Patrick Dong Wenhan Zhang Jason Dong Charles Young 25 32 0 15 Oct 2018
A Multimodal Approach towards Emotion Recognition of Music using Audio and Lyrical Content Aniruddha Bhattacharya Kadambari K.V 31 10 0 10 Oct 2018
SECaps: A Sequence Enhanced Capsule Model for Charge Prediction Congqing He Lixiang Peng Yuquan Le Jiawei He Xiangyu Zhu 27 27 0 10 Oct 2018
End-to-End Text Classification via Image-based Embedding using Character-level Networks Shunsuke Kitada Ryunosuke Kotani Hitoshi Iyatomi 24 4 0 08 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
Topic Memory Networks for Short Text Classification Jichuan Zeng Jing Li Yan Song Cuiyun Gao Michael R. Lyu Irwin King BDL 16 131 0 11 Sep 2018
Learning Sequence Encoders for Temporal Knowledge Graph Completion Alberto García-Durán Sebastijan Dumancic Mathias Niepert 198 400 0 10 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
dpMood: Exploiting Local and Periodic Typing Dynamics for Personalized Mood Prediction He Huang Bokai Cao Philip S. Yu Chang-Dong Wang Alex Leow 25 22 0 29 Aug 2018
On Tree-Based Neural Sentence Modeling Freda Shi Hao Zhou Jiaze Chen Lei Li AI4CE 32 42 0 29 Aug 2018
Folksonomication: Predicting Tags for Movies from Plot Synopses Using Emotion Flow Encoded Neural Network Sudipta Kar Suraj Maharjan Thamar Solorio 48 21 0 15 Aug 2018
Text Classification using Capsules Jaeyoung Kim Sion Jang Sungchul Choi Eunjeong Lucy Park 33 160 0 12 Aug 2018
L-Shapley and C-Shapley: Efficient Model Interpretation for Structured Data Jianbo Chen Le Song Martin J. Wainwright Michael I. Jordan FAtt TDI 16 213 0 08 Aug 2018
ODSQA: Open-domain Spoken Question Answering Dataset Chia-Hsuan Lee Shang-Ming Wang Huan-Cheng Chang Hung-yi Lee RALM 30 52 0 07 Aug 2018