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Efficient Estimation of Word Representations in Vector Space

16 January 2013

Papers citing "Efficient Estimation of Word Representations in Vector Space"

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Title
Problems With Evaluation of Word Embeddings Using Word Similarity Tasks Manaal Faruqui Yulia Tsvetkov Pushpendre Rastogi Chris Dyer 93 281 0 08 May 2016
MetaGrad: Multiple Learning Rates in Online Learning T. Erven Wouter M. Koolen ODL 105 98 0 29 Apr 2016
Entity Embeddings of Categorical Variables Cheng Guo Felix Berkhahn 108 403 0 22 Apr 2016
Annotation Order Matters: Recurrent Image Annotator for Arbitrary Length Image Tagging Jiren Jin Hideki Nakayama 3DV VLM 106 69 0 18 Apr 2016
Parallelizing Word2Vec in Shared and Distributed Memory Shihao Ji N. Satish Sheng Li Pradeep Dubey VLM MoE 51 72 0 15 Apr 2016
Resolving Language and Vision Ambiguities Together: Joint Segmentation & Prepositional Attachment Resolution in Captioned Scenes Gordon A. Christie A. Laddha Aishwarya Agrawal Stanislaw Antol Yash Goyal K. Kochersberger Dhruv Batra 78 30 0 07 Apr 2016
Sentence Level Recurrent Topic Model: Letting Topics Speak for Themselves Fei Tian Bin Gao Di He Tie-Yan Liu LRM BDL 16 24 0 07 Apr 2016
Improving LSTM-based Video Description with Linguistic Knowledge Mined from Text Subhashini Venugopalan Lisa Anne Hendricks Raymond J. Mooney Kate Saenko VLM 66 117 0 06 Apr 2016
An Ensemble Method to Produce High-Quality Word Embeddings (2016) R. Speer Joshua Chin 3DV 85 67 0 06 Apr 2016
Feature extraction using Latent Dirichlet Allocation and Neural Networks: A case study on movie synopses Despoina Christou 21 6 0 05 Apr 2016
Comparative Deep Learning of Hybrid Representations for Image Recommendations Chenyi Lei Dong Liu Weiping Li Zhengjun Zha Houqiang Li 71 112 0 05 Apr 2016
Entity Type Recognition using an Ensemble of Distributional Semantic Models to Enhance Query Understanding Walid Shalaby Khalifeh AlJadda M. Korayem Trey Grainger 22 5 0 04 Apr 2016
Cross-lingual Models of Word Embeddings: An Empirical Comparison Shyam Upadhyay Manaal Faruqui Chris Dyer Dan Roth 100 187 0 01 Apr 2016
AttSum: Joint Learning of Focusing and Summarization with Neural Attention Ziqiang Cao Wenjie Li Sujian Li Furu Wei Yanran Li 93 117 0 01 Apr 2016
Unsupervised Visual Sense Disambiguation for Verbs using Multimodal Embeddings Spandana Gella Mirella Lapata Frank Keller CoGe 80 53 0 30 Mar 2016
Bilingual Learning of Multi-sense Embeddings with Discrete Autoencoders Simon Suster Ivan Titov Gertjan van Noord SSL 77 43 0 30 Mar 2016
A Parallel-Hierarchical Model for Machine Comprehension on Sparse Data Adam Trischler Zheng Ye Xingdi Yuan Jing He Philip Bachman Kaheer Suleman 51 48 0 29 Mar 2016
Multi-Cue Zero-Shot Learning with Strong Supervision Zeynep Akata Mateusz Malinowski Mario Fritz Bernt Schiele 96 150 0 29 Mar 2016
Shuffle and Learn: Unsupervised Learning using Temporal Order Verification Ishan Misra C. L. Zitnick M. Hebert SSL 78 67 0 28 Mar 2016
Probabilistic Reasoning via Deep Learning: Neural Association Models Quan Liu Hui Jiang Andrew Evdokimov Zhenhua Ling Xiaodan Zhu Si Wei Yu Hu BDL 94 99 0 24 Mar 2016
Semantic Regularities in Document Representations Fei Sun Jiafeng Guo Yanyan Lan Jun Xu Xueqi Cheng NAI 37 8 0 24 Mar 2016
Enabling Cognitive Intelligence Queries in Relational Databases using Low-dimensional Word Embeddings R. Bordawekar O. Shmueli 48 18 0 23 Mar 2016
BreakingNews: Article Annotation by Image and Text Processing Arnau Ramisa F. Yan Francesc Moreno-Noguer K. Mikolajczyk 72 106 0 23 Mar 2016
Recursive Neural Conditional Random Fields for Aspect-based Sentiment Analysis Wenya Wang Sinno Jialin Pan Daniel Dahlmeier Xiaokui Xiao 110 367 0 22 Mar 2016
Bayesian Neural Word Embedding Oren Barkan BDL 285 87 0 21 Mar 2016
Document Neural Autoregressive Distribution Estimation Stanislas Lauly Yin Zheng A. Allauzen Hugo Larochelle OOD 58 29 0 18 Mar 2016
Bank distress in the news: Describing events through deep learning Samuel Rönnqvist Peter Sarlin 76 57 0 17 Mar 2016
Comparing Convolutional Neural Networks to Traditional Models for Slot Filling Heike Adel Benjamin Roth Hinrich Schütze 54 46 0 16 Mar 2016
Multichannel Variable-Size Convolution for Sentence Classification Wenpeng Yin Hinrich Schütze 73 156 0 15 Mar 2016
TensorFlow: Large-Scale Machine Learning on Heterogeneous Distributed Systems Martín Abadi Ashish Agarwal P. Barham E. Brevdo Zhiwen Chen ... Pete Warden Martin Wattenberg Martin Wicke Yuan Yu Xiaoqiang Zheng 294 11,160 0 14 Mar 2016
Item2Vec: Neural Item Embedding for Collaborative Filtering Oren Barkan Noam Koenigstein DML 175 506 0 14 Mar 2016
Sequential Short-Text Classification with Recurrent and Convolutional Neural Networks Ji Young Lee Franck Dernoncourt HAI 71 446 0 12 Mar 2016
Building a Fine-Grained Entity Typing System Overnight for a New X (X = Language, Domain, Genre) Lifu Huang Jonathan May Xiaoman Pan Heng Ji 58 19 0 10 Mar 2016
Neural Architectures for Named Entity Recognition Guillaume Lample Miguel Ballesteros Sandeep Subramanian Kazuya Kawakami Chris Dyer 236 4,023 0 04 Mar 2016
Joint Learning Templates and Slots for Event Schema Induction Lei Sha Sujian Li Baobao Chang Zhifang Sui 38 29 0 04 Mar 2016
Audio Word2Vec: Unsupervised Learning of Audio Segment Representations using Sequence-to-sequence Autoencoder Yu-An Chung Chao-Chung Wu Chia-Hao Shen Hung-yi Lee Lin-Shan Lee AI4TS 124 182 0 03 Mar 2016
Synthesized Classifiers for Zero-Shot Learning Soravit Changpinyo Wei-Lun Chao Boqing Gong Fei Sha 136 738 0 02 Mar 2016
Toward Mention Detection Robustness with Recurrent Neural Networks Thien Huu Nguyen Avirup Sil Georgiana Dinu Radu Florian 67 38 0 24 Feb 2016
Visual Genome: Connecting Language and Vision Using Crowdsourced Dense Image Annotations Ranjay Krishna Yuke Zhu Oliver Groth Justin Johnson Kenji Hata ... Yannis Kalantidis Li Li David A. Shamma Michael S. Bernstein Fei-Fei Li 237 5,776 0 23 Feb 2016
Sentence Similarity Learning by Lexical Decomposition and Composition Zhiguo Wang Haitao Mi Abraham Ittycheriah 104 198 0 23 Feb 2016
Semi-supervised Clustering for Short Text via Deep Representation Learning Zhiguo Wang Haitao Mi Abraham Ittycheriah SSL GNN 85 56 0 22 Feb 2016
Text Matching as Image Recognition Liang Pang Yanyan Lan Jiafeng Guo Jun Xu Shengxian Wan Xueqi Cheng 89 558 0 20 Feb 2016
Multi-layer Representation Learning for Medical Concepts Edward Choi M. T. Bahadori Elizabeth Searles Catherine Coffey Jimeng Sun SSL AI4TS 72 507 0 17 Feb 2016
Medical Concept Representation Learning from Electronic Health Records and its Application on Heart Failure Prediction Edward Choi A. Schuetz Walter F. Stewart Jimeng Sun 87 138 0 11 Feb 2016
Learning Distributed Representations of Sentences from Unlabelled Data Felix Hill Kyunghyun Cho Anna Korhonen SSL 182 574 0 10 Feb 2016
Toward Optimal Feature Selection in Naive Bayes for Text Categorization Bo Tang S. Kay Haibo He 30 233 0 09 Feb 2016
End-to-End Goal-Driven Web Navigation Rodrigo Nogueira Kyunghyun Cho LLMAG 101 35 0 06 Feb 2016
Swivel: Improving Embeddings by Noticing What's Missing Noam M. Shazeer Ryan Doherty Colin Evans C. Waterson 71 79 0 06 Feb 2016
Massively Multilingual Word Embeddings Bridger Waleed Ammar George Mulcaire Yulia Tsvetkov Guillaume Lample Chris Dyer Noah A. Smith 140 271 0 05 Feb 2016
Many Languages, One Parser Bridger Waleed Ammar George Mulcaire Miguel Ballesteros Chris Dyer Noah A. Smith 100 227 0 04 Feb 2016