Deep Learning Publication Navigator - subtopic: text


Year TitleAuthor
2017   Using classified text and deep learning algorithms to identify medical risk and provide early warning  NE Brestoff, JB Parker
2017   Sentiment analysis for short Chinese text based on character-level methods  Y An, X Tang, B Xie
2017   Variable Global Feature Selection Scheme for Automatic Classification of Text Documents  D Agnihotri, K Verma, P Tripathi
2017   Improving deep neural network design with new text data representations  JD Prusa, TM Khoshgoftaar
2017   A Continuous Approach to Controllable Text Generation using Generative Adversarial Networks  DI Helgøy, M Lund
2017   A novel text clustering approach using deep-learning vocabulary network  J Yi, Y Zhang, X Zhao, J Wan
2017   Text detection in natural images using convolutional neural networks  MM Grond
2017   End-to-End Scene Text Recognition with Character Centroid Prediction  W Zhao, J Ma 
2017   Improving patch-based scene text script identification with ensembles of conjoined networks  L Gomez, A Nicolaou, D Karatzas
2017   Character-Based Text Classification using Top Down Semantic Model for Sentence Representation  Z Wu, X Zheng, D Dahlmeier
2017   Style Transfer from Non-Parallel Text by Cross-Alignment  T Shen, T Lei, R Barzilay, T Jaakkola
2017   Deep Residual Text Detection Network for Scene Text  X Zhu, Y Jiang, S Yang, X Wang, W Li, P Fu, H Wang 
2017   Video Generation From Text  Y Li, MR Min, D Shen, D Carlson, L Carin
2017   Morphological Preprocessing for Word Embeddings in Text Classification Tasks  V TUSHKANOV
2017   Survey Paper on Feature Extraction Methods in Text Categorization  D Saxena, SK Saritha, V Prasad
2017   Deep Scene Text Detection with Connected Component Proposals  F Jiang, Z Hao, X Liu
2017   AttnGAN: Fine-Grained Text to Image Generation with Attentional Generative Adversarial Networks  T Xu, P Zhang, Q Huang, H Zhang, Z Gan, X Huang 
2017   Short text classification using deep representation: A case study of Spanish tweets in COSET Shared Task  E Gharavi, K Bijari
2017   Smart Library: Identifying Books on Library Shelves using Supervised Deep Learning for Scene Text Reading  X Yang, D He, W Huang, A Ororbia, Z Zhou, D Kifer
2017   Variational Deep Semantic Hashing for Text Documents  S Chaidaroon, Y Fang
2017   Learning to Super-Resolve Blurry Face and Text Images  X Xu, D Sun, J Pan, Y Zhang, H Pfister, MH Yang
2017   Using Particle Swarm Optimization to Accurately Identify Syntactic Phrases in Free Text  G Tambouratzis 
2017   Detecting Target Text Related to Algorithmic Efficiency in Scholarly Big Data Using Recurrent Convolutional Neural Network Model  M Ali, S Tuarob 
2017   Initializing Convolutional Filters with Semantic Features for Text Classification  S Li, Z Zhao, T Liu, R Hu, X Du
2017   Analysis and Optimization of fastText Linear Text Classifier  V Zolotov, D Kung
2017   Text Feature Extraction and Classification Based on Convolutional Neural Network (CNN)  T Zhang, C Li, N Cao, R Ma, SH Zhang, N Ma
2017   Text Understanding with a Hybrid Neural Network Based Learning  S Gao, H Zhang, K Gao
2017   Robust Scene Text Detection for Multi-script Languages Using Deep Learning  RZ Liu, X Sun, H Xu, P Shivakumara, F Su, T Lu
2017   Scene text detection via extremal region based double threshold convolutional network classification.  W Zhu, J Lou, L Chen, Q Xia, M Ren
2017   Capturing the Patient's Perspective: a Review of Advances in Natural Language Processing of Health-Related Text  G Gonzalez
2017   Intelligent Text Mining Model for English Language Using Deep Neural Network  B Kaur, K Tiwari, N Joshi
2017   Convolutional Neural Networks for Unsupervised Anomaly Detection in Text Data  O Gorokhov, M Petrovskiy, I Mashechkin 
2017   Text Generation Based on Generative Adversarial Nets with Latent Variable  H Wang, Z Qin, T Wan 
2017   Long Text Generation via Adversarial Training with Leaked Information  J Guo, S Lu, H Cai, W Zhang, Y Yu, J Wang
2017   Toward Controlled Generation of Text  Z Hu, Z Yang, X Liang, R Salakhutdinov, EP Xing
2017   Applying deep neural networks to unstructured text notes in electronic medical records for phenotyping youth depression  J Geraci, P Wilansky, V de Luca, A Roy, JL Kennedy
2017   Some topics on deep learning and text analytics  Y Tang 
2017   Synthesizing Pictures From Text Using a DC-GAN  A Soloviev
2017   Deep Learning for Extreme Multi-label Text Classification  J Liu, WC Chang, Y Wu, Y Yang
2017   Do Convolutional Networks need to be Deep for Text Classification?  HT Le, C Cerisara, A Denis
2017   A Unified Deep Neural Network for Scene Text Detection  Y Li, J Ma
2017   News text generation with adversarial deep learning  F Månsson, F Månsson
2017   Reading Scene Text with Attention Convolutional Sequence Modeling  Y Gao, Y Chen, J Wang, H Lu
2017   Semantic Multisensory Embeddings For Video Search By Text  A Habibian, TEJ Mensink, CGM Snoek
2017   Text feature extraction based on deep learning: a review  H Liang, X Sun, Y Sun, Y Gao 
2017   Which Encoding is the Best for Text Classification in Chinese, English, Japanese and Korean?  X Zhang, Y LeCun
2017   Natural Scene Text Detection with MC-MR Candidate Extraction and Coarse-to-Fine Filtering  C Tian, Y Xia, X Zhang, X Gao
2017   Detecting Uyghur text in complex background images with convolutional neural network  S Fang, H Xie, Z Chen, S Zhu, X Gu, X Gao
2017   Stacked auto encoder training incorporating printed text data for handwritten bangla numeral recognition  M Ahmed, AK Paul, MAH Akhand
2017   A Novel Text Structure Feature Extractor for Chinese Scene Text Detection and Recognition  X Ren, Y Zhou, Z Huang, J Sun, X Yang, K Chen
2017   Adversarial Feature Matching for Text Generation  Y Zhang, Z Gan, K Fan, Z Chen, R Henao, D Shen
2017   Deep Learning in the Domain of Multi-Document Text Summarization  RK Roul, JK Sahoo, R Goel 
2017   Incorporating Knowledge into neural network for text representation  Y Li, B Wei, Y Liu, L Yao, H Chen, J Yu, W Zhu 
2017   Visual affective classification by combining visual and text features  N Liu, K Wang, X Jin, B Gao, E Dellandréa, L Chen
2016   Character Proposal Network for Robust Text Extraction  S Zhang, M Lin, T Chen, L Jin, L Lin
2016   Training word embeddings for deep learning in biomedical text mining tasks  Z Jiang, L Li, D Huang, L Jin
2016   Learning history by composing synthesis texts: effects of an instructional programme on learning, reading and writing processes, and text quality  I Martínez, MM Mateos Sanz, E Martín, G Rijlaarsdam
2016   Memory Matters: Convolutional Recurrent Neural Network for Scene Text Recognition  G Qiang, T Dan, L Guohui, L Jun
2016   Extracting Attributes of Named Entity from Unstructured Text with Deep Belief Network  B Zhong, J Liu, Y Du, Y Liaozheng, J Pu
2016   A New Data Representation Based on Training Data Characteristics to Extract Drug Name Entity in Medical Text  M Sadikin, MI Fanany, T Basaruddin
2016   Sequential Convolutional Architectures for Multi-Sentence Text Classification CS224N-Final Project Report  AL Rodrigo, L de Oliveira
2016   Deep Neural Networks for Large Vocabulary Handwritten Text Recognition  T Bluche
2016   Knowledge Transfer between Computer Vision and Text Mining: Similarity-based Learning Approaches  RT Ionescu, M Popescu
2016   A Deep Learning Approach to Text Simplification  W Zhang
2016   Efficient Inference, Search and Evaluation for Latent Variable Models of Text with Applications to Information Retrieval and Machine Translation  K Krstovski
2016   Learning Word Dependencies in Text by Means of a Deep Recurrent Belief Network  I Chaturvedi, YS Ong, IW Tsang, RE Welsch
2016   Neural Text Summarization  U Khandelwal
2016   FastText. zip: Compressing text classification models  A Joulin, E Grave, P Bojanowski, M Douze, H Jégou
2016   StackGAN: Text to Photo-realistic Image Synthesis with Stacked Generative Adversarial Networks  H Zhang, T Xu, H Li, S Zhang, X Huang, X Wang
2016   A New Data Representation Based on Training Data Characteristics to Extract Drug Named-Entity in Medical Text  S Mujionoa, MI Fananyc, T Basaruddinc
2016   Context-Aware Text Representation for Social Relation Aided Sentiment Analysis  LM Nguyen
2016   Multi-Oriented Text Detection with Fully Convolutional Networks  Z Zhang, C Zhang, W Shen, C Yao, W Liu, X Bai
2016   A Convolutional Neural Network Based Chinese Text Detection Algorithm Via Text Structure Modeling  X Ren, Y Zhou, J He, K Chen, X Yang, J Sun
2016   Learning Robust Representations of Text  Y Li, T Cohn, T Baldwin
2016   Robust Text Detection with Vertically-Regressed Proposal Network  D Xiang, Q Guo, Y Xia
2016   Character-level Convolutional Network for Text Classification Applied to Chinese Corpus  W Huang, J Wang
2016   Multitask Learning for Text Classification with Deep Neural Networks  HG Noushahr, S Ahmadi
2016   UTCNN: a Deep Learning Model of Stance Classificationon on Social Media Text  WF Chen, LW Ku
2016   Generative Adversarial Text to Image Synthesis  S Reed, Z Akata, X Yan, L Logeswaran, B Schiele
2016   Joint Image and Text Representation for Aesthetics Analysis  Y Zhou, X Lu, J Zhang, JZ Wang
2016   Mining Social Text Data  Z Xin
2016   Text Analytics: the convergence of Big Data and Artificial Intelligence  A Moreno, T Redondo
2016   Deep learning for text spotting  M Jaderberg
2016   Text classification based on deep belief network and softmax regression  M Jiang, Y Liang, X Feng, X Fan, Z Pei, Y Xue, R Guan
2016   Entity Attribute Extraction from Unstructured Text with Deep Belief Network  B Zhong, L Kong, J Liu
2016   Bag of Tricks for Efficient Text Classification  A Joulin, E Grave, P Bojanowski, T Mikolov
2016   Text Summarization using Deep Learning and Ridge Regression  KB Mani
2016   Learning Spatial-Semantic Context with Fully Convolutional Recurrent Network for Online Handwritten Chinese Text Recognition  Z Xie, Z Sun, L Jin, H Ni, T Lyons
2016   Multilayer Feature Extraction for Image and Text Using Backpropagation-ELM  SR Durga, A Hemlathadhevi
2016   Combining Software Metrics and Text Features for Vulnerable File Prediction  Y Zhang, D Lo, X Xia, B Xu, J Sun, S Li
2016   A Fine-Grained Approach to Scene Text Script Identification  D Karatzas
2016   RNN Based Uyghur Text Line Recognition and Its Training Strategy  P Li, J Zhu, L Peng, Y Guo
2016   Study on suitability and importance of multilayer extreme learning machine for classification of text data  RK Roul, SR Asthana, G Kumar
2016   ITNLP: Pattern-based Short Text Conversation System at NTCIR-12  Y Liu, C Sun, L Lin, X Wang
2016   A hybrid method for bilingual text sentiment classification based on deep learning  G Liu, X Xu, B Deng, S Chen, L Li
2016   Fully Convolutional Recurrent Network for Handwritten Chinese Text Recognition  Z Xie, Z Sun, L Jin, Z Feng, S Zhang
2016   Scene Text Detection via Holistic, Multi-Channel Prediction  C Yao, X Bai, N Sang, X Zhou, S Zhou, Z Cao
2016   Classification Of Persian Text With Neural Network  Z NOORIYAN, TM YADOLLAHZADEH
2016   Generating Synthetic Data for Text Recognition  P Krishnan, CV Jawahar
2016   Text Summarization Using Unsupervised Deep Learning  M Yousefi
2016   Text Understanding with the Attention Sum Reader Network  R Kadlec, M Schmid, O Bajgar, J Kleindienst
2016   Sequence-to-Sequence RNNs for Text Summarization  R Nallapati, B Xiang, B Zhou
2016   Empath: Understanding Topic Signals in Large-Scale Text  E Fast, B Chen, M Bernstein
2016   Dense prediction for text line segmentation in handwritten document images  QN Vo, GS Lee
2016   Synthetic Data for Text Localisation in Natural Images  A Gupta, A Vedaldi, A Zisserman
2016   Detecting Text in Natural Image with Connectionist Text Proposal Network  Z Tian, W Huang, T He, P He, Y Qiao
2016   Deep Learning Model for Cyber Bullying Detection in the Text Representation for Social Media  T Jose
2016   A Personalized Markov Clustering and Deep Learning Approach for Arabic Text Categorization  V Jindal
2016   Compositional Sentence Representation from Character within Large Context Text  G Kim, H Lee, J Choi, S Lee
2016   Ld-CNNs: A Deep Learning System for Structured Text Categorization Based on LDA in Content Security  J Liu, Y Xu, J Deng, L Wang, L Zhang
2016   Challenges of Medical Text and Image Processing: Machine Learning Approaches  E Menasalvas, C Gonzalo
2016   Ask the GRU: Multi-task Learning for Deep Text Recommendations  T Bansal, D Belanger, A McCallum
2016   Enhancing Energy Minimization Framework for Scene Text Recognition with Top-Down Cues  A Mishra, K Alahari, CV Jawahar
2016   Accurate Text Localization in Natural Image with Cascaded Convolutional Text Network  T He, W Huang, Y Qiao, J Yao
2016   Virtual Adversarial Training for Semi-Supervised Text Classification  T Miyato, AM Dai, I Goodfellow
2016   Unsupervised Conceptualization and Semantic Text Indexing for Information Extraction  E Ruppert
2016   Transfer Learning for Cross-Language Text Categorization through Active Correspondences Construction  JT Zhou, SJ Pan, IW Tsang, SS Ho
2016   Reflection for learning: A holistic approach to disrupting the text  M Harvey, M Baker, AL Semple, K Lloyd, K McLachlan
2015   Convolutional Neural Networks for Direct Text Deblurring  M Hradiš, J Kotera, P Zemcík, F Šroubek
2015   Scene Character and Text Recognition: The State-of-the-Art  C Chen, DH Wang, H Wang
2015   An End-to-End Trainable Neural Network for Image-based Sequence Recognition and Its Application to Scene Text Recognition  B Shi, X Bai, C Yao
2015   Deep learning approaches to problems in speech recognition, computational chemistry, and natural language text processing  GE Dahl
2015   LCSTS: A Large Scale Chinese Short Text Summarization Dataset  B Hu, Q Chen, F Zhu
2015   Text Retrieval analysis based on Deep Learning  K Liu, L Zhang, Y Sun
2015   Curriculum Learning for Printed Text Line Recognition of Ligature-based Scripts  A Ul
2015   Generating Text with Deep Reinforcement Learning  H Guo
2015   Semantic Parsing for Text Analytics  M Kuhlmann
2015   Text Mining in Social Media for Security Threats  D Inkpen
2015   Method And Apparatus For Classifying Machine Printed Text And Handwritten Text  MR Campanelli, SR Wshah, Y Zhou
2015   Text Classification Using  K Hatano, T Takada, T Takagi
2015   Non-Linear Text Regression with a Deep Convolutional Neural Network  Z Bitvai, T Cohn
2015   Joint Semantic Relevance Learning with Text Data and Graph Knowledge  D Zhang, B Yuan, D Wang, R Liu
2015   NCSU_SAS_SAM: Deep Encoding and Reconstruction for Normalization of Noisy Text  JA Cox
2015   Text Understanding from Scratch  X Zhang, Y LeCun
2015   Method And System Of Identifying An Entity From A Digital Image Of A Physical Text  RT Lindsay, AVC Lindsay
2015   Exploring Recurrent Neural Networks to Detect Named Entities from Biomedical Text  L Li, L Jin, D Huang
2015   PTE: Predictive Text Embedding through Large-scale Heterogeneous Text Networks  J Tang, M Qu, Q Mei
2015   Automatic Entity Recognition and Typing from Massive Text Corpora: A Phrase and Network Mining Approach  X Ren, A El
2015   Scene Text Analysis using Deep Belief Networks  A Ray, S Rajeswar, S Chaudhury
2015   A New multi-instance multi-label learning approach for image and text classification  K Yan, Z Li, C Zhang
2015   Domain-Specific Semantic Relatedness from Wikipedia Structure: A Case Study in Biomedical Text  A Sajadi, EE Milios, V Kešelj, JCM Janssen
2015   A Novel Method for Text Recognition in Natural Scene Based on Sparse Stacked Autoencoder  C HUANG, L ZHONG, Y HUANG, G ZHANG, X ZHONG
2015   CSC 400 Mini Proposal: An Universal Text Detection & Recognition System  X Zhang
2015   Named Entity Recognition in Chinese Clinical Text Using Deep Neural Network.  Y Wu, M Jiang, J Lei, H Xu
2015   Emerging directions in predictive text mining  N Indurkhya
2015   A new unsupervised convolutional neural network model for Chinese scene text detection  X Ren, K Chen, X Yang, Y Zhou, J He, J Sun
2015   A hypothesize-and-verify framework for Text Recognition using Deep Recurrent Neural Networks  A Ray, S Rajeswar, S Chaudhury
2015   Scene Text Detection and Recognition: Recent Advances and Future Trends  Y ZHU, C YAO, X BAI
2015   Sequence to Sequence--Video to Text  S Venugopalan, M Rohrbach, J Donahue, R Mooney
2015   Deep Unordered Composition Rivals Syntactic Methods for Text Classification  M Iyyer, V Manjunatha, J Boyd
2015   Similarity-based Text Recognition by Deeply Supervised Siamese Network  E Hosseini
2015   Text recognition using deep BLSTM networks  A Ray, S Rajeswar, S Chaudhury
2015   Representing Text for Joint Embedding of Text and Knowledge Bases  K Toutanova, D Chen, P Pantel, H Poon, P Choudhury
2015   In Defense of Word Embedding for Generic Text Representation  G Lev, B Klein, L Wolf
2015   Deep Learning and Recurrent Connectionist-based Approaches for Arabic Text Recognition in Videos  S Yousfi, SA Berrani, C Garcia
2015   Learning a Deep Hybrid Model for Semi-Supervised Text Classification  AG Ororbia II, CL Giles, D Reitter
2015   Applying skip-gram word estimation and SVM-based classification for opinion mining Vietnamese food places text reviews  DH Phan, TD Cao
2014   Deep Belief Networks and Biomedical Text Categorisation  AJ Yepes, A MacKinlay, J Bedo, R Garnavi, Q Chen
2014   Text Narrator for the Visually Impaired  H Munir, I Khattak, MM Waseem, UN Satti
2014   ICFHR2014 Competition on Handwritten Text Recognition on tranScriptorium Datasets (HTRtS)  JA Sánchez, V Romero, AH Toselli, E Vidal
2014   Jointly Modeling Deep Video and Compositional Text to Bridge Vision and Language in a Unified Framework  R Xu, C Xiong, W Chen, JJ Corso
2014   Deep Structured Output Learning for Unconstrained Text Recognition  M Jaderberg, K Simonyan, A Vedaldi, A Zisserman
2014   Effective Use of Word Order for Text Categorization with Convolutional Neural Networks  R Johnson, T Zhang
2014   An Information Theoretic Approach to Quantifying Text Interestingness  K Rohanimanesh
2014   Text Mining with the Stanford CoreNLP  M Song, T Chambers
2014   Reading Text in the Wild with Convolutional Neural Networks  M Jaderberg, K Simonyan, A Vedaldi, A Zisserman
2014   Interest-based text preference moderates the effect of text difficulty on engagement and learning  SM Fulmer, SK D'Mello, A Strain, AC Graesser