Efficient Estimation of Word Representations in Vector Space

16 January 2013

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

50 / 2,200 papers shown

Title
Recursive Neural Conditional Random Fields for Aspect-based Sentiment Analysis Wenya Wang Sinno Jialin Pan Daniel Dahlmeier Xiaokui Xiao 40 362 0 22 Mar 2016
Bank distress in the news: Describing events through deep learning Samuel Rönnqvist Peter Sarlin 11 56 0 17 Mar 2016
Comparing Convolutional Neural Networks to Traditional Models for Slot Filling Heike Adel Benjamin Roth Hinrich Schütze 16 46 0 16 Mar 2016
Multichannel Variable-Size Convolution for Sentence Classification Wenpeng Yin Hinrich Schütze 16 156 0 15 Mar 2016
Item2Vec: Neural Item Embedding for Collaborative Filtering Oren Barkan Noam Koenigstein DML 26 502 0 14 Mar 2016
Neural Architectures for Named Entity Recognition Guillaume Lample Miguel Ballesteros Sandeep Subramanian Kazuya Kawakami Chris Dyer 117 3,992 0 04 Mar 2016
Joint Learning Templates and Slots for Event Schema Induction Lei Sha Sujian Li Baobao Chang Zhifang Sui 17 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 16 182 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 38 198 0 23 Feb 2016
Semi-supervised Clustering for Short Text via Deep Representation Learning Zhiguo Wang Haitao Mi Abraham Ittycheriah SSL GNN 18 56 0 22 Feb 2016
Learning Distributed Representations of Sentences from Unlabelled Data Felix Hill Kyunghyun Cho Anna Korhonen SSL 21 570 0 10 Feb 2016
Massively Multilingual Word Embeddings Bridger Waleed Ammar George Mulcaire Yulia Tsvetkov Guillaume Lample Chris Dyer Noah A. Smith 43 271 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 26 217 0 16 Jan 2016
Recurrent Memory Networks for Language Modeling Ke M. Tran Arianna Bisazza Christof Monz 30 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 29 123 0 05 Jan 2016
Write a Classifier: Predicting Visual Classifiers from Unstructured Text Mohamed Elhoseiny Ahmed Elgammal Babak Saleh 28 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 23 106 0 17 Dec 2015
Continuous online sequence learning with an unsupervised neural network model Yuwei Cui Subutai Ahmad J. Hawkins CLL 27 239 0 17 Dec 2015
Mined Semantic Analysis: A New Concept Space Model for Semantic Representation of Textual Data Walid Shalaby Wlodek Zadrozny 24 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 18 26 0 02 Dec 2015
Learning Semantic Similarity for Very Short Texts Cedric De Boom Steven Van Canneyt Steven Bohez T. Demeester Bart Dhoedt 22 79 0 02 Dec 2015
Where To Look: Focus Regions for Visual Question Answering Kevin J. Shih Saurabh Singh Derek Hoiem 34 456 0 23 Nov 2015
Visual Word2Vec (vis-w2v): Learning Visually Grounded Word Embeddings Using Abstract Scenes Satwik Kottur Ramakrishna Vedantam José M. F. Moura Devi Parikh VLM 27 85 0 22 Nov 2015
Evaluating Prerequisite Qualities for Learning End-to-End Dialog Systems Jesse Dodge Andreea Gane Xiang Zhang Antoine Bordes S. Chopra Alexander H. Miller Arthur Szlam Jason Weston ELM 21 197 0 21 Nov 2015
Towards Principled Unsupervised Learning Ilya Sutskever Rafal Jozefowicz Karol Gregor Danilo Jimenez Rezende Timothy Lillicrap Oriol Vinyals OOD SSL 15 49 0 19 Nov 2015
Joint Word Representation Learning using a Corpus and a Semantic Lexicon Danushka Bollegala M. Alsuhaibani Takanori Maehara Ken-ichi Kawarabayashi NAI 34 62 0 19 Nov 2015
sense2vec - A Fast and Accurate Method for Word Sense Disambiguation In Neural Word Embeddings Andrew Trask Phillip Michalak John Chih Liu 24 173 0 19 Nov 2015
Deep Compositional Captioning: Describing Novel Object Categories without Paired Training Data Lisa Anne Hendricks Subhashini Venugopalan Marcus Rohrbach Raymond J. Mooney Kate Saenko Trevor Darrell CoGe 16 284 0 17 Nov 2015
Word Embedding based Correlation Model for Question/Answer Matching Songlin Yang Wenge Rong Nan Jiang Baolin Peng Jie Tang Z. Xiong 16 47 0 15 Nov 2015
Deep Reinforcement Learning with a Natural Language Action Space Ji He Jianshu Chen Xiaodong He Jianfeng Gao Lihong Li Li Deng Mari Ostendorf 47 244 0 14 Nov 2015
Learning to Represent Words in Context with Multilingual Supervision Kazuya Kawakami Chris Dyer 22 16 0 14 Nov 2015
Sentiment Expression via Emoticons on Social Media Hao Wang Jorge A. Castanon 19 87 0 09 Nov 2015
Top-down Tree Long Short-Term Memory Networks Xingxing Zhang Liang Lu Mirella Lapata AIMat 20 101 0 31 Oct 2015
Attention with Intention for a Neural Network Conversation Model Kaisheng Yao Geoffrey Zweig Baolin Peng 26 114 0 29 Oct 2015
Objects2action: Classifying and localizing actions without any video example Mihir Jain Jan van Gemert Thomas Mensink Cees G. M. Snoek 21 157 0 23 Oct 2015
Part-of-Speech Tagging with Bidirectional Long Short-Term Memory Recurrent Neural Network Peilu Wang Yao Qian Frank Soong Lei He Zhao Hai 3DV 31 112 0 21 Oct 2015
Controlled Experiments for Word Embeddings Benjamin J. Wilson A. Schakel 19 27 0 09 Oct 2015
A Primer on Neural Network Models for Natural Language Processing Yoav Goldberg AI4CE 50 1,128 0 02 Oct 2015
Probabilistic Modelling of Morphologically Rich Languages Jan A. Botha 18 7 0 18 Aug 2015
A Generative Word Embedding Model and its Low Rank Positive Semidefinite Solution Shaohua Li Jun Zhu Chunyan Miao 16 29 0 16 Aug 2015
A Hierarchical Recurrent Encoder-Decoder For Generative Context-Aware Query Suggestion Alessandro Sordoni Yoshua Bengio H. Vahabi Christina Lioma J. Simonsen J. Nie 3DV 41 548 0 08 Jul 2015
Language Understanding for Text-based Games Using Deep Reinforcement Learning Karthik Narasimhan Tejas D. Kulkarni Regina Barzilay OffRL 31 361 0 30 Jun 2015
Ask Me Anything: Dynamic Memory Networks for Natural Language Processing A. Kumar Ozan Irsoy Peter Ondruska Mohit Iyyer James Bradbury Ishaan Gulrajani Victor Zhong Romain Paulus R. Socher 51 1,175 0 24 Jun 2015
Skip-Thought Vectors Ryan Kiros Yukun Zhu Ruslan Salakhutdinov R. Zemel Antonio Torralba R. Urtasun Sanja Fidler SSL 54 2,402 0 22 Jun 2015
Non-distributional Word Vector Representations Manaal Faruqui Chris Dyer NAI 48 81 0 17 Jun 2015
Leveraging Word Embeddings for Spoken Document Summarization Kuan-Yu Chen Shih-Hung Liu H. Wang Berlin Chen Hsin-Hsi Chen 24 12 0 14 Jun 2015
Modeling Order in Neural Word Embeddings at Scale Andrew Trask David Gilmore M. Russell 21 53 0 08 Jun 2015
Sparse Overcomplete Word Vector Representations Manaal Faruqui Yulia Tsvetkov Dani Yogatama Chris Dyer Noah A. Smith 41 195 0 05 Jun 2015