Mapping Unseen Words to Task-Trained Embedding Spaces

Mapping Unseen Words to Task-Trained Embedding Spaces

8 October 2015

Pranava Swaroop Madhyastha

Joey Tianyi Zhou

Papers citing "Mapping Unseen Words to Task-Trained Embedding Spaces"

15 / 15 papers shown

Title
Finding Function in Form: Compositional Character Models for Open Vocabulary Word Representation Wang Ling Tiago Luís Luís Marujo Ramón Fernández Astudillo Silvio Amir Chris Dyer A. Black Isabel Trancoso CoGe 62 642 0 09 Aug 2015
Improved Transition-Based Parsing by Modeling Characters instead of Words with LSTMs Miguel Ballesteros Chris Dyer Noah A. Smith 83 299 0 04 Aug 2015
Skip-Thought Vectors Ryan Kiros Yukun Zhu Ruslan Salakhutdinov R. Zemel Antonio Torralba R. Urtasun Sanja Fidler SSL 194 2,408 0 22 Jun 2015
Structured Training for Neural Network Transition-Based Parsing David J. Weiss Chris Alberti Michael Collins Slav Petrov 50 232 0 19 Jun 2015
Transition-Based Dependency Parsing with Stack Long Short-Term Memory Chris Dyer Miguel Ballesteros Wang Ling Austin Matthews Noah A. Smith 117 801 0 29 May 2015
Big Data Small Data, In Domain Out-of Domain, Known Word Unknown Word: The Impact of Word Representation on Sequence Labelling Tasks Zhuang Li Gabriela Ferraro Liyuan Zhou Weiwei Hou Nathan Schneider Timothy Baldwin 47 39 0 21 Apr 2015
Improved Semantic Representations From Tree-Structured Long Short-Term Memory Networks Kai Sheng Tai R. Socher Christopher D. Manning AIMat 132 3,115 0 28 Feb 2015
Text Understanding from Scratch Xiang Zhang Yann LeCun 66 558 0 05 Feb 2015
On Using Very Large Target Vocabulary for Neural Machine Translation Sébastien Jean Kyunghyun Cho Roland Memisevic Yoshua Bengio 142 1,011 0 05 Dec 2014
Addressing the Rare Word Problem in Neural Machine Translation Thang Luong Ilya Sutskever Quoc V. Le Oriol Vinyals Wojciech Zaremba AIMat AAML 106 787 0 30 Oct 2014
Convolutional Neural Networks for Sentence Classification Yoon Kim AILaw VLM 599 13,416 0 25 Aug 2014
Compositional Morphology for Word Representations and Language Modelling Jan A. Botha Phil Blunsom 77 253 0 16 May 2014
A Convolutional Neural Network for Modelling Sentences Nal Kalchbrenner Edward Grefenstette Phil Blunsom 98 3,556 0 08 Apr 2014
Efficient Estimation of Word Representations in Vector Space Tomas Mikolov Kai Chen G. Corrado J. Dean 3DV 629 31,469 0 16 Jan 2013
Natural Language Processing (almost) from Scratch R. Collobert Jason Weston Léon Bottou Michael Karlen Koray Kavukcuoglu Pavel P. Kuksa 161 7,721 0 02 Mar 2011