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
Do Multi-Sense Embeddings Improve Natural Language Understanding? Jiwei Li Dan Jurafsky 35 234 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
Learning Temporal Embeddings for Complex Video Analysis Vignesh Ramanathan K. Tang Greg Mori Li Fei-Fei 34 71 0 02 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 21 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 20 152 0 05 Mar 2015
A Review of Relational Machine Learning for Knowledge Graphs Maximilian Nickel Kevin Patrick Murphy Volker Tresp E. Gabrilovich 33 1,561 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
Efficient Exact Gradient Update for training Deep Networks with Very Large Sparse Targets Pascal Vincent A. D. Brébisson Xavier Bouthillier 26 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
A Simple and Efficient Method To Generate Word Sense Representations Luis Nieto Piña Richard Johansson 24 19 0 18 Dec 2014
Rehabilitation of Count-based Models for Word Vector Representations R. Lebret R. Collobert 35 53 0 16 Dec 2014
Recurrent-Neural-Network for Language Detection on Twitter Code-Switching Corpus Joseph Chee Chang Chu-cheng Lin 34 25 0 14 Dec 2014
Feature Weight Tuning for Recursive Neural Networks Jiwei Li 33 23 0 11 Dec 2014
Unsupervised Induction of Semantic Roles within a Reconstruction-Error Minimization Framework Ivan Titov Ehsan Khoddam 26 32 0 08 Dec 2014
On Using Very Large Target Vocabulary for Neural Machine Translation Sébastien Jean Kyunghyun Cho Roland Memisevic Yoshua Bengio 22 1,007 0 05 Dec 2014
Show and Tell: A Neural Image Caption Generator Oriol Vinyals Alexander Toshev Samy Bengio D. Erhan 3DV 59 5,993 0 17 Nov 2014
Statistically Significant Detection of Linguistic Change Vivek Kulkarni Rami Al-Rfou Bryan Perozzi Steven Skiena 55 470 0 12 Nov 2014
Conditional Generative Adversarial Nets M. Berk Mirza Simon Osindero GAN SyDa AI4CE 100 10,329 0 06 Nov 2014
Explain Images with Multimodal Recurrent Neural Networks Junhua Mao Wenyuan Xu Yi Yang Jiang Wang Alan Yuille VLM GAN 28 383 0 04 Oct 2014
Going Deeper with Convolutions Christian Szegedy Wei Liu Yangqing Jia P. Sermanet Scott E. Reed Dragomir Anguelov D. Erhan Vincent Vanhoucke Andrew Rabinovich 41 43,402 0 17 Sep 2014
Building Program Vector Representations for Deep Learning Lili Mou Ge Li Yuxuan Liu Hao Peng Zhi Jin Yan Xu Lu Zhang 35 151 0 11 Sep 2014
Sequence to Sequence Learning with Neural Networks Ilya Sutskever Oriol Vinyals Quoc V. Le AIMat 26 20,404 0 10 Sep 2014
ImageNet Large Scale Visual Recognition Challenge Olga Russakovsky Jia Deng Hao Su J. Krause S. Satheesh ... A. Karpathy A. Khosla Michael S. Bernstein Alexander C. Berg Li Fei-Fei VLM ObjD 296 39,217 0 01 Sep 2014
Evaluating Neural Word Representations in Tensor-Based Compositional Settings Dmitrijs Milajevs Dimitri Kartsaklis M. Sadrzadeh Matthew Purver CoGe 46 114 0 26 Aug 2014
SimLex-999: Evaluating Semantic Models with (Genuine) Similarity Estimation Felix Hill Roi Reichart Anna Korhonen 36 1,298 0 15 Aug 2014
Targetable Named Entity Recognition in Social Media S. Ashwini Jinho Choi 23 35 0 04 Aug 2014
Learning to Discover Efficient Mathematical Identities Wojciech Zaremba Karol Kurach Rob Fergus 43 54 0 06 Jun 2014
Compositional Morphology for Word Representations and Language Modelling Jan A. Botha Phil Blunsom 43 252 0 16 May 2014
Temporal Analysis of Language through Neural Language Models Yoon Kim Yi-I Chiu Kentaro Hanaki Darshan Hegde Slav Petrov MILM 34 342 0 14 May 2014
Lexicon Infused Phrase Embeddings for Named Entity Resolution Alexandre Passos Vineet Kumar Andrew McCallum NAI 35 311 0 22 Apr 2014
DeepWalk: Online Learning of Social Representations Bryan Perozzi Rami Al-Rfou Steven Skiena HAI 51 9,695 0 26 Mar 2014
word2vec Explained: deriving Mikolov et al.'s negative-sampling word-embedding method Yoav Goldberg Omer Levy SSL 29 1,607 0 15 Feb 2014
Multilingual Distributed Representations without Word Alignment Karl Moritz Hermann Phil Blunsom 60 155 0 20 Dec 2013
Zero-Shot Learning by Convex Combination of Semantic Embeddings Mohammad Norouzi Tomáš Mikolov Samy Bengio Y. Singer Jonathon Shlens Andrea Frome G. Corrado J. Dean VLM 36 933 0 19 Dec 2013
Exploiting Similarities among Languages for Machine Translation Tomáš Mikolov Quoc V. Le Ilya Sutskever 27 1,591 0 17 Sep 2013