Distributed Representations of Words and Phrases and their Compositionality

16 October 2013

Papers citing "Distributed Representations of Words and Phrases and their Compositionality"

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Title
Joint Extraction of Events and Entities within a Document Context Bishan Yang Tom Michael Mitchell 8 246 0 12 Sep 2016
Semi-Supervised Classification with Graph Convolutional Networks Thomas Kipf Max Welling GNN SSL 27 28,626 0 09 Sep 2016
Ask the GRU: Multi-Task Learning for Deep Text Recommendations Trapit Bansal David Belanger Andrew McCallum 27 313 0 07 Sep 2016
Lexical-Morphological Modeling for Legal Text Analysis Danilo S. Carvalho Minh-Tien Nguyen Chien-Xuan Tran M. Nguyen 19 19 0 03 Sep 2016
A Bi-LSTM-RNN Model for Relation Classification Using Low-Cost Sequence Features Fei Li Meishan Zhang Guohong Fu Tao Qian Donghong Ji 16 29 0 27 Aug 2016
Entity Embedding-based Anomaly Detection for Heterogeneous Categorical Events Ting-Li Chen L. Tang Yizhou Sun Zhengzhang Chen Kai Zhang 16 84 0 26 Aug 2016
Learning Latent Vector Spaces for Product Search Christophe Van Gysel Maarten de Rijke Evangelos Kanoulas 24 137 0 25 Aug 2016
Semantics derived automatically from language corpora contain human-like biases Aylin Caliskan J. Bryson Arvind Narayanan 60 2,624 0 25 Aug 2016
Aligning Packed Dependency Trees: a theory of composition for distributional semantics David J. Weir Julie Weeds Jeremy Reffin Thomas Kober CoGe 32 28 0 25 Aug 2016
Distributed Representations for Biological Sequence Analysis Dhananjay Kimothi Akshay Soni Pravesh Biyani J. Hogan DRL 14 67 0 21 Aug 2016
Using the Output Embedding to Improve Language Models Ofir Press Lior Wolf 27 728 0 20 Aug 2016
Automatic Selection of Context Configurations for Improved Class-Specific Word Representations Ivan Vulić Roy Schwartz A. Rappoport Roi Reichart Anna Korhonen 29 10 0 19 Aug 2016
Towards Music Captioning: Generating Music Playlist Descriptions Keunwoo Choi Gyorgy Fazekas Brian McFee Kyunghyun Cho Mark Sandler 36 13 0 17 Aug 2016
Fine-grained Analysis of Sentence Embeddings Using Auxiliary Prediction Tasks Yossi Adi Einat Kermany Yonatan Belinkov Ofer Lavi Yoav Goldberg 31 541 0 15 Aug 2016
An Analysis of Lemmatization on Topic Models of Morphologically Rich Language Chandler May Ryan Cotterell Benjamin Van Durme 24 3 0 13 Aug 2016
Rapid Classification of Crisis-Related Data on Social Networks using Convolutional Neural Networks T. Nguyen Kamla Al-Mannai Chenyu You Hassan Sajjad Muhammad Imran P. Mitra 22 102 0 12 Aug 2016
WikiReading: A Novel Large-scale Language Understanding Task over Wikipedia D. Hewlett Alexandre Lacoste Llion Jones Illia Polosukhin Andrew Fandrianto Jay Han Matthew Kelcey David Berthelot RALM 39 138 0 11 Aug 2016
Solving Visual Madlibs with Multiple Cues Tatiana Tommasi Arun Mallya Bryan A. Plummer Svetlana Lazebnik Alexander C. Berg Tamara L. Berg 37 18 0 11 Aug 2016
Towards cross-lingual distributed representations without parallel text trained with adversarial autoencoders Antonio Valerio Miceli Barone 16 120 0 09 Aug 2016
Mean Box Pooling: A Rich Image Representation and Output Embedding for the Visual Madlibs Task Ashkan Mokarian Mateusz Malinowski Mario Fritz 27 5 0 09 Aug 2016
SimVerb-3500: A Large-Scale Evaluation Set of Verb Similarity D. Gerz Ivan Vulić Felix Hill Roi Reichart Anna Korhonen 31 262 0 02 Aug 2016
New word analogy corpus for exploring embeddings of Czech words Lukás Svoboda Tomas Brychcin 26 21 0 02 Aug 2016
Exponential Family Embeddings Maja R. Rudolph Francisco J. R. Ruiz Stephan Mandt David M. Blei 30 107 0 02 Aug 2016
Structured prediction models for RNN based sequence labeling in clinical text Abhyuday N. Jagannatha Hong-ye Yu 29 199 0 01 Aug 2016
Joint Embedding of Hierarchical Categories and Entities for Concept Categorization and Dataless Classification Yuezhang Li Ronghuo Zheng Tian Tian Zhiting Hu R. Iyer Katia Sycara 28 73 0 27 Jul 2016
Deepr: A Convolutional Net for Medical Records Phuoc Nguyen T. Tran N. Wickramasinghe Svetha Venkatesh MedIm 27 370 0 26 Jul 2016
Tweet2Vec: Learning Tweet Embeddings Using Character-level CNN-LSTM Encoder-Decoder Soroush Vosoughi Prashanth Vijayaraghavan D. Roy SSL 29 180 0 26 Jul 2016
Meta-Prod2Vec - Product Embeddings Using Side-Information for Recommendation Flavian Vasile E. Smirnova Alexis Conneau VLM 27 262 0 25 Jul 2016
PRIIME: A Generic Framework for Interactive Personalized Interesting Pattern Discovery Mansurul Bhuiyan M. Hasan 14 4 0 19 Jul 2016
An Empirical Evaluation of doc2vec with Practical Insights into Document Embedding Generation Jey Han Lau Timothy Baldwin 15 650 0 19 Jul 2016
HeMIS: Hetero-Modal Image Segmentation Mohammad Havaei N. Guizard Nicolas Chapados Yoshua Bengio MedIm 21 261 0 18 Jul 2016
An Empirical Evaluation of various Deep Learning Architectures for Bi-Sequence Classification Tasks Anirban Laha V. Raykar SSeg 17 16 0 17 Jul 2016
A Vector Space for Distributional Semantics for Entailment James Henderson Diana Nicoleta Popa 31 21 0 13 Jul 2016
sk_p: a neural program corrector for MOOCs Yewen Pu Karthik Narasimhan Armando Solar-Lezama Regina Barzilay 37 120 0 11 Jul 2016
Actionable and Political Text Classification using Word Embeddings and LSTM Adithya Rao Nemanja Spasojevic 27 64 0 08 Jul 2016
Modelling Context with User Embeddings for Sarcasm Detection in Social Media Silvio Amir Byron C. Wallace Hao Lyu Mário J. Silva 17 252 0 04 Jul 2016
node2vec: Scalable Feature Learning for Networks Aditya Grover J. Leskovec 19 10,757 0 03 Jul 2016
Evaluating Unsupervised Dutch Word Embeddings as a Linguistic Resource Stéphan Tulkens Chris Emmery Walter Daelemans 13 53 0 01 Jul 2016
Hierarchical Neural Language Models for Joint Representation of Streaming Documents and their Content Nemanja Djuric Hao Wu Vladan Radosavljevic Mihajlo Grbovic Narayan L. Bhamidipati 19 76 0 28 Jun 2016
Network-Efficient Distributed Word2vec Training System for Large Vocabularies E. Ordentlich Lee Yang Andrew Feng Peter Cnudde Mihajlo Grbovic Nemanja Djuric Vladan Radosavljevic Gavin Owens GNN VLM 37 29 0 27 Jun 2016
Improved Recurrent Neural Networks for Session-based Recommendations Yong Kiam Tan Xinxing Xu Yong-Jin Liu 26 732 0 27 Jun 2016
Exact gradient updates in time independent of output size for the spherical loss family Pascal Vincent A. D. Brébisson Xavier Bouthillier 8 2 0 26 Jun 2016
Efficient Parallel Learning of Word2Vec Jeroen B. P. Vuurens Carsten Eickhoff A. D. Vries VLM 19 6 0 24 Jun 2016
Issues in evaluating semantic spaces using word analogies Tal Linzen 25 152 0 24 Jun 2016
Hybrid Recommender System based on Autoencoders Florian Strub Romaric Gaudel Jérémie Mary 38 219 0 24 Jun 2016
LSTMVis: A Tool for Visual Analysis of Hidden State Dynamics in Recurrent Neural Networks Hendrik Strobelt Sebastian Gehrmann Hanspeter Pfister Alexander M. Rush HAI 34 83 0 23 Jun 2016
Picture It In Your Mind: Generating High Level Visual Representations From Textual Descriptions F. Carrara Andrea Esuli T. Fagni Fabrizio Falchi Alejandro Moreo DiffM 24 31 0 23 Jun 2016
Toward a Deep Neural Approach for Knowledge-Based IR Gia-Hung Nguyen L. Tamine Laure Soulier N. Bricon-Souf 21 11 0 23 Jun 2016
Neural Morphological Tagging from Characters for Morphologically Rich Languages G. Heigold G. Neumann Josef van Genabith 3DV 35 25 0 21 Jun 2016
An empirical study on large scale text classification with skip-gram embeddings Georgios Balikas Massih-Reza Amini 28 20 0 21 Jun 2016