Efficient Estimation of Word Representations in Vector Space

16 January 2013

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

50 / 2,431 papers shown

Title
Word Embedding based Correlation Model for Question/Answer Matching Songlin Yang Wenge Rong Nan Jiang Baolin Peng Jie Tang Z. Xiong 21 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 31 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 34 112 0 21 Oct 2015
Learning multi-faceted representations of individuals from heterogeneous evidence using neural networks Jiwei Li Alan Ritter Dan Jurafsky 16 35 0 18 Oct 2015
Controlled Experiments for Word Embeddings Benjamin J. Wilson A. Schakel 22 27 0 09 Oct 2015
A Primer on Neural Network Models for Natural Language Processing Yoav Goldberg AI4CE 50 1,129 0 02 Oct 2015
Probabilistic Modelling of Morphologically Rich Languages Jan A. Botha 23 7 0 18 Aug 2015
Learning Meta-Embeddings by Using Ensembles of Embedding Sets Wenpeng Yin Hinrich Schütze FedML 11 29 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
Dependency Recurrent Neural Language Models for Sentence Completion Piotr Wojciech Mirowski Andreas Vlachos LRM 11 60 0 05 Jul 2015
Language Understanding for Text-based Games Using Deep Reinforcement Learning Karthik Narasimhan Tejas D. Kulkarni Regina Barzilay OffRL 37 361 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 54 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 2,403 0 22 Jun 2015
Non-distributional Word Vector Representations Manaal Faruqui Chris Dyer NAI 54 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 29 12 0 14 Jun 2015
Modeling Order in Neural Word Embeddings at Scale Andrew Trask David Gilmore M. Russell 24 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
Do Multi-Sense Embeddings Improve Natural Language Understanding? Jiwei Li Dan Jurafsky 38 234 0 02 Jun 2015
Medical Synonym Extraction with Concept Space Models Chang Wang Liangliang Cao Bowen Zhou 30 39 0 01 Jun 2015
Learning to Answer Questions From Image Using Convolutional Neural Network Lin Ma Zhengdong Lu Hang Li 27 261 0 01 Jun 2015
Visual Madlibs: Fill in the blank Image Generation and Question Answering Licheng Yu Eunbyung Park Alexander C. Berg Tamara L. Berg VLM MLLM 32 97 0 31 May 2015
Boosting Named Entity Recognition with Neural Character Embeddings Cicero Nogueira dos Santos Victor Guimarães 34 339 0 19 May 2015
Mining User Opinions in Mobile App Reviews: A Keyword-based Approach P. Vu Tam The Nguyen H. Pham Tung Thanh Nguyen 29 170 0 18 May 2015
Learning Temporal Embeddings for Complex Video Analysis Vignesh Ramanathan K. Tang Greg Mori Li Fei-Fei 34 71 0 02 May 2015
Compositional Distributional Semantics with Compact Closed Categories and Frobenius Algebras Dimitri Kartsaklis CoGe 33 31 0 01 May 2015
Texts in, meaning out: neural language models in semantic similarity task for Russian Andrey Kutuzov Igor Andreev 31 45 0 30 Apr 2015
Document Classification by Inversion of Distributed Language Representations Matt Taddy 26 77 0 27 Apr 2015
Classifying Relations by Ranking with Convolutional Neural Networks Cicero Nogueira dos Santos Bing Xiang Bowen Zhou 19 576 0 24 Apr 2015
Multimodal Convolutional Neural Networks for Matching Image and Sentence Lin Ma Zhengdong Lu Lifeng Shang Hang Li 38 337 0 23 Apr 2015
A Hierarchical Distance-dependent Bayesian Model for Event Coreference Resolution Bishan Yang Claire Cardie P. Frazier 23 66 0 22 Apr 2015
Gap Analysis of Natural Language Processing Systems with respect to Linguistic Modality Vishal Shukla 26 0 0 18 Apr 2015
Fast Label Embeddings for Extremely Large Output Spaces Paul Mineiro Nikos Karampatziakis 32 29 0 30 Mar 2015
Unsupervised POS Induction with Word Embeddings Chu-cheng Lin Bridger Waleed Ammar Chris Dyer Lori S. Levin SSL 36 77 0 23 Mar 2015
$gen$ CNN: A Convolutional Architecture for Word Sequence Prediction Mingxuan Wang Zhengdong Lu Hang Li Wenbin Jiang Qun Liu 40 28 0 17 Mar 2015
Convolutional Neural Network Architectures for Matching Natural Language Sentences Baotian Hu Zhengdong Lu Hang Li Qingcai Chen 28 1,335 0 11 Mar 2015
What's Cookin'? Interpreting Cooking Videos using Text, Speech and Vision J. Malmaud Jonathan Huang V. Rathod Nick Johnston Andrew Rabinovich Kevin Patrick Murphy 33 152 0 05 Mar 2015
A Review of Relational Machine Learning for Knowledge Graphs Maximilian Nickel Kevin Patrick Murphy Volker Tresp E. Gabrilovich 35 1,562 0 02 Mar 2015
Task-Oriented Learning of Word Embeddings for Semantic Relation Classification Kazuma Hashimoto Pontus Stenetorp Makoto Miwa Yoshimasa Tsuruoka 28 53 0 28 Feb 2015
Breaking Sticks and Ambiguities with Adaptive Skip-gram Sergey Bartunov D. Kondrashkin A. Osokin Dmitry Vetrov BDL 28 161 0 25 Feb 2015
Phrase-based Image Captioning R. Lebret Pedro H. O. Pinheiro R. Collobert VLM 31 120 0 12 Feb 2015
Large-Scale Deep Learning on the YFCC100M Dataset Karl S. Ni Roger Pearce K. Boakye B. Van Essen Damian Borth Barry Y. Chen E. Wang 27 32 0 11 Feb 2015
Transductive Multi-view Zero-Shot Learning Yanwei Fu Timothy M. Hospedales Tao Xiang S. Gong 52 452 0 19 Jan 2015
Efficient Exact Gradient Update for training Deep Networks with Very Large Sparse Targets Pascal Vincent A. D. Brébisson Xavier Bouthillier 34 49 0 22 Dec 2014
Tailoring Word Embeddings for Bilexical Predictions: An Experimental Comparison Pranava Swaroop Madhyastha X. Carreras A. Quattoni 38 4 0 22 Dec 2014