Towards a Seamless Integration of Word Senses into Downstream NLP Applications

18 October 2017

Mohammad Taher Pilehvar

Jose Camacho-Collados

Roberto Navigli

Nigel Collier

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Papers citing "Towards a Seamless Integration of Word Senses into Downstream NLP Applications"

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Title
Embedding Words and Senses Together via Joint Knowledge-Enhanced Training Massimiliano Mancini Jose Camacho-Collados Ignacio Iacobacci Roberto Navigli 45 78 0 08 Dec 2016
A Large-Scale Multilingual Disambiguation of Glosses Jose Camacho-Collados Claudio Delli Bovi Alessandro Raganato Roberto Navigli 23 22 0 24 Aug 2016
De-Conflated Semantic Representations Mohammad Taher Pilehvar Nigel Collier NAI 48 92 0 05 Aug 2016
A Game-Theoretic Approach to Word Sense Disambiguation Rocco Tripodi Marcello Pelillo 41 66 0 24 Jun 2016
Theano: A Python framework for fast computation of mathematical expressions The Theano Development Team Rami Al-Rfou Guillaume Alain Amjad Almahairi Christof Angermüller ... Kelvin Xu Lijun Xue Li Yao Saizheng Zhang Ying Zhang 119 2,338 0 09 May 2016
Bilingual Learning of Multi-sense Embeddings with Discrete Autoencoders Simon Suster Ivan Titov Gertjan van Noord SSL 46 43 0 30 Mar 2016
Efficient Character-level Document Classification by Combining Convolution and Recurrent Layers Yijun Xiao Kyunghyun Cho 26 219 0 01 Feb 2016
Character-Aware Neural Language Models Yoon Kim Yacine Jernite David Sontag Alexander M. Rush 64 1,665 0 26 Aug 2015
Improved Transition-Based Parsing by Modeling Characters instead of Words with LSTMs Miguel Ballesteros Chris Dyer Noah A. Smith 47 299 0 04 Aug 2015
AutoExtend: Extending Word Embeddings to Embeddings for Synsets and Lexemes S. Rothe Hinrich Schütze 34 285 0 04 Jul 2015
Structured Training for Neural Network Transition-Based Parsing David J. Weiss Chris Alberti Michael Collins Slav Petrov 36 231 0 19 Jun 2015
Do Multi-Sense Embeddings Improve Natural Language Understanding? Jiwei Li Dan Jurafsky 54 234 0 02 Jun 2015
Efficient Non-parametric Estimation of Multiple Embeddings per Word in Vector Space Arvind Neelakantan Jeevan Shankar Alexandre Passos Andrew McCallum 54 464 0 24 Apr 2015
Effective Use of Word Order for Text Categorization with Convolutional Neural Networks Rie Johnson Tong Zhang 63 881 0 01 Dec 2014
Convolutional Neural Networks for Sentence Classification Yoon Kim AILaw VLM 541 13,395 0 25 Aug 2014
Question Answering with Subgraph Embeddings Antoine Bordes S. Chopra Jason Weston RALM BDL GNN 62 713 0 14 Jun 2014
A Convolutional Neural Network for Modelling Sentences Nal Kalchbrenner Edward Grefenstette Phil Blunsom 68 3,556 0 08 Apr 2014
A Statistical Parsing Framework for Sentiment Classification Li Dong Furu Wei Shujie Liu M. Zhou Ke Xu 35 68 0 24 Jan 2014
Efficient Estimation of Word Representations in Vector Space Tomas Mikolov Kai Chen G. Corrado J. Dean 3DV 534 31,406 0 16 Jan 2013
Improving neural networks by preventing co-adaptation of feature detectors Geoffrey E. Hinton Nitish Srivastava A. Krizhevsky Ilya Sutskever Ruslan Salakhutdinov VLM 371 7,650 0 03 Jul 2012
Natural Language Processing (almost) from Scratch R. Collobert Jason Weston Léon Bottou Michael Karlen Koray Kavukcuoglu Pavel P. Kuksa 121 7,711 0 02 Mar 2011