Efficient Estimation of Word Representations in Vector Space

16 January 2013

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

50 / 2,072 papers shown

Title
Successor Features for Transfer in Reinforcement Learning André Barreto Will Dabney Rémi Munos Jonathan J. Hunt Tom Schaul H. V. Hasselt David Silver 14 561 0 16 Jun 2016
Learning Word Sense Embeddings from Word Sense Definitions Qi Li Tianshi Li Baobao Chang SSL 27 5 0 15 Jun 2016
Unsupervised Learning of Predictors from Unpaired Input-Output Samples Jianshu Chen Po-Sen Huang Xiaodong He Jianfeng Gao Li Deng OOD SSL 21 8 0 15 Jun 2016
InfoGAN: Interpretable Representation Learning by Information Maximizing Generative Adversarial Nets Xi Chen Yan Duan Rein Houthooft John Schulman Ilya Sutskever Pieter Abbeel GAN 61 4,210 0 12 Jun 2016
Neural Network-Based Abstract Generation for Opinions and Arguments Lu Wang Wang Ling 12 140 0 09 Jun 2016
Multilingual Visual Sentiment Concept Matching Nikolaos Pappas Miriam Redi Mercan Topkara Brendan Jou Hongyi Liu Tao Chen Shih-Fu Chang CVBM 16 14 0 07 Jun 2016
Neural Net Models for Open-Domain Discourse Coherence Jiwei Li Dan Jurafsky 26 123 0 05 Jun 2016
Enhancing the LexVec Distributed Word Representation Model Using Positional Contexts and External Memory Alexandre Salle M. Idiart Aline Villavicencio 14 30 0 03 Jun 2016
Learning Stylometric Representations for Authorship Analysis Steven H. H. Ding Benjamin C. M. Fung Farkhund Iqbal W. K. Cheung 18 88 0 03 Jun 2016
Matrix Factorization using Window Sampling and Negative Sampling for Improved Word Representations Alexandre Salle M. Idiart Aline Villavicencio 34 79 0 02 Jun 2016
Quantifying the probable approximation error of probabilistic inference programs Marco F. Cusumano-Towner Vikash K. Mansinghka 30 5 0 31 May 2016
CYCLADES: Conflict-free Asynchronous Machine Learning Yang Zhang Maximilian Lam Stephen Tu Dimitris Papailiopoulos Ce Zhang Michael I. Jordan M. Shah Christopher Ré Benjamin Recht 22 62 0 31 May 2016
TensorFlow: A system for large-scale machine learning Martín Abadi P. Barham Jianmin Chen Z. Chen Andy Davis ... Vijay Vasudevan Pete Warden Martin Wicke Yuan Yu Xiaoqiang Zhang GNN AI4CE 65 18,260 0 27 May 2016
Predicting Visual Exemplars of Unseen Classes for Zero-Shot Learning Soravit Changpinyo Wei-Lun Chao Fei Sha VLM 35 177 0 26 May 2016
Unsupervised Word and Dependency Path Embeddings for Aspect Term Extraction Yichun Yin Furu Wei Li Dong Kaimeng Xu Ming Zhang M. Zhou 11 186 0 25 May 2016
Twitter as a Lifeline: Human-annotated Twitter Corpora for NLP of Crisis-related Messages Muhammad Imran P. Mitra Carlos Castillo 12 319 0 19 May 2016
Learning the Curriculum with Bayesian Optimization for Task-Specific Word Representation Learning Yulia Tsvetkov Manaal Faruqui Wang Ling B. MacWhinney Chris Dyer 23 88 0 12 May 2016
Problems With Evaluation of Word Embeddings Using Word Similarity Tasks Manaal Faruqui Yulia Tsvetkov Pushpendre Rastogi Chris Dyer 25 280 0 08 May 2016
Entity Embeddings of Categorical Variables Cheng Guo Felix Berkhahn 34 399 0 22 Apr 2016
Annotation Order Matters: Recurrent Image Annotator for Arbitrary Length Image Tagging Jiren Jin Hideki Nakayama 3DV VLM 19 69 0 18 Apr 2016
Parallelizing Word2Vec in Shared and Distributed Memory Shihao Ji N. Satish Sheng Li Pradeep Dubey VLM MoE 14 72 0 15 Apr 2016
Improving LSTM-based Video Description with Linguistic Knowledge Mined from Text Subhashini Venugopalan Lisa Anne Hendricks Raymond J. Mooney Kate Saenko VLM 20 117 0 06 Apr 2016
An Ensemble Method to Produce High-Quality Word Embeddings (2016) R. Speer Joshua Chin 3DV 12 67 0 06 Apr 2016
AttSum: Joint Learning of Focusing and Summarization with Neural Attention Ziqiang Cao Wenjie Li Sujian Li Furu Wei Yanran Li 16 115 0 01 Apr 2016
Unsupervised Visual Sense Disambiguation for Verbs using Multimodal Embeddings Spandana Gella Mirella Lapata Frank Keller CoGe 19 52 0 30 Mar 2016
Bilingual Learning of Multi-sense Embeddings with Discrete Autoencoders Simon Suster Ivan Titov Gertjan van Noord SSL 35 43 0 30 Mar 2016
Multi-Cue Zero-Shot Learning with Strong Supervision Zeynep Akata Mateusz Malinowski Mario Fritz Bernt Schiele 32 148 0 29 Mar 2016
Shuffle and Learn: Unsupervised Learning using Temporal Order Verification Ishan Misra C. L. Zitnick M. Hebert SSL 22 66 0 28 Mar 2016
Semantic Regularities in Document Representations Fei Sun J. Guo Yanyan Lan Jun Xu Xueqi Cheng NAI 19 8 0 24 Mar 2016
BreakingNews: Article Annotation by Image and Text Processing Arnau Ramisa F. Yan Francesc Moreno-Noguer K. Mikolajczyk 21 105 0 23 Mar 2016
Recursive Neural Conditional Random Fields for Aspect-based Sentiment Analysis Wenya Wang Sinno Jialin Pan Daniel Dahlmeier Xiaokui Xiao 35 362 0 22 Mar 2016
Comparing Convolutional Neural Networks to Traditional Models for Slot Filling Heike Adel Benjamin Roth Hinrich Schütze 14 46 0 16 Mar 2016
Multichannel Variable-Size Convolution for Sentence Classification Wenpeng Yin Hinrich Schütze 11 156 0 15 Mar 2016
Item2Vec: Neural Item Embedding for Collaborative Filtering Oren Barkan Noam Koenigstein DML 23 502 0 14 Mar 2016
Neural Architectures for Named Entity Recognition Guillaume Lample Miguel Ballesteros Sandeep Subramanian Kazuya Kawakami Chris Dyer 76 3,992 0 04 Mar 2016
Joint Learning Templates and Slots for Event Schema Induction Lei Sha Sujian Li Baobao Chang Zhifang Sui 9 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 14 182 0 03 Mar 2016
Characterizing Diseases from Unstructured Text: A Vocabulary Driven Word2vec Approach Saurav Ghosh Prithwish Chakraborty E. Cohn J. Brownstein Naren Ramakrishnan 18 33 0 01 Mar 2016
Toward Mention Detection Robustness with Recurrent Neural Networks Thien Huu Nguyen Avirup Sil Georgiana Dinu Radu Florian 14 38 0 24 Feb 2016
Sentence Similarity Learning by Lexical Decomposition and Composition Zhiguo Wang Haitao Mi Abraham Ittycheriah 33 198 0 23 Feb 2016
Learning Distributed Representations of Sentences from Unlabelled Data Felix Hill Kyunghyun Cho Anna Korhonen SSL 16 569 0 10 Feb 2016
Massively Multilingual Word Embeddings Bridger Waleed Ammar George Mulcaire Yulia Tsvetkov Guillaume Lample Chris Dyer Noah A. Smith 33 271 0 05 Feb 2016
Conversion of Artificial Recurrent Neural Networks to Spiking Neural Networks for Low-power Neuromorphic Hardware P. U. Diehl Guido Zarrella A. Cassidy Bruno U. Pedroni Emre Neftci 19 217 0 16 Jan 2016
Recurrent Memory Networks for Language Modeling Ke M. Tran Arianna Bisazza Christof Monz 27 21 0 06 Jan 2016
The Role of Context Types and Dimensionality in Learning Word Embeddings Oren Melamud David McClosky Siddharth Patwardhan Joey Tianyi Zhou 22 123 0 05 Jan 2016
Write a Classifier: Predicting Visual Classifiers from Unstructured Text Mohamed Elhoseiny Ahmed Elgammal Babak Saleh 20 41 0 31 Dec 2015
Semi-supervised Question Retrieval with Gated Convolutions Tao Lei Hrishikesh Joshi Regina Barzilay Tommi Jaakkola K. Tymoshenko Alessandro Moschitti Lluís Màrquez i Villodre RALM 16 106 0 17 Dec 2015
Continuous online sequence learning with an unsupervised neural network model Yuwei Cui Subutai Ahmad J. Hawkins CLL 19 239 0 17 Dec 2015
Mined Semantic Analysis: A New Concept Space Model for Semantic Representation of Textual Data Walid Shalaby Wlodek Zadrozny 19 11 0 10 Dec 2015
Zero-Shot Event Detection by Multimodal Distributional Semantic Embedding of Videos Mohamed Elhoseiny Jingen Liu Hui Cheng H. Sawhney Ahmed Elgammal 13 26 0 02 Dec 2015