Deep Generative Model for Joint Alignment and Word Representation

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Deep Generative Model for Joint Alignment and Word Representation

16 February 2018

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Papers citing "Deep Generative Model for Joint Alignment and Word Representation"

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Title
Embedding Words as Distributions with a Bayesian Skip-gram Model Arthur Brazinskas Serhii Havrylov Ivan Titov BDL 49 37 0 29 Nov 2017
Learning to Embed Words in Context for Syntactic Tasks Lifu Tu Kevin Gimpel Karen Livescu 35 17 0 09 Jun 2017
Supervised Learning of Universal Sentence Representations from Natural Language Inference Data Alexis Conneau Douwe Kiela Holger Schwenk Loïc Barrault Antoine Bordes AI4TS SSL 238 2,105 0 05 May 2017
Cross-lingual Models of Word Embeddings: An Empirical Comparison Shyam Upadhyay Manaal Faruqui Chris Dyer Dan Roth 90 187 0 01 Apr 2016
Bilingual Learning of Multi-sense Embeddings with Discrete Autoencoders Simon Suster Ivan Titov Gertjan van Noord SSL 73 43 0 30 Mar 2016
Generating Sentences from a Continuous Space Samuel R. Bowman Luke Vilnis Oriol Vinyals Andrew M. Dai Rafal Jozefowicz Samy Bengio DRL 113 2,365 0 19 Nov 2015
A large annotated corpus for learning natural language inference Samuel R. Bowman Gabor Angeli Christopher Potts Christopher D. Manning 338 4,297 0 21 Aug 2015
Automatic differentiation in machine learning: a survey A. G. Baydin Barak A. Pearlmutter Alexey Radul J. Siskind PINN AI4CE ODL 179 2,824 0 20 Feb 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 2.1K 150,433 0 22 Dec 2014
Word Representations via Gaussian Embedding Luke Vilnis Andrew McCallum 129 385 0 20 Dec 2014
Embedding Word Similarity with Neural Machine Translation Felix Hill Kyunghyun Cho Sébastien Jean Coline Devin Yoshua Bengio 104 63 0 19 Dec 2014
BilBOWA: Fast Bilingual Distributed Representations without Word Alignments Stephan Gouws Yoshua Bengio G. Corrado 61 392 0 09 Oct 2014
Learning Bilingual Word Representations by Marginalizing Alignments Tomás Kociský Karl Moritz Hermann Phil Blunsom 96 80 0 05 May 2014
Multilingual Models for Compositional Distributed Semantics Karl Moritz Hermann Phil Blunsom 98 317 0 17 Apr 2014
An Autoencoder Approach to Learning Bilingual Word Representations A. Chandar Stanislas Lauly Hugo Larochelle Mitesh M. Khapra Balaraman Ravindran V. Raykar Amrita Saha SSL 110 343 0 06 Feb 2014
Auto-Encoding Variational Bayes Diederik P. Kingma Max Welling BDL 464 16,922 0 20 Dec 2013
Distributed Representations of Words and Phrases and their Compositionality Tomas Mikolov Ilya Sutskever Kai Chen G. Corrado J. Dean NAI OCL 406 33,573 0 16 Oct 2013
Natural Language Processing (almost) from Scratch R. Collobert Jason Weston Léon Bottou Michael Karlen Koray Kavukcuoglu Pavel P. Kuksa 209 7,729 0 02 Mar 2011