Text classification with word embedding regularization and soft
similarity measure

Text classification with word embedding regularization and soft similarity measure

10 March 2020

Michal Štefánik

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Papers citing "Text classification with word embedding regularization and soft similarity measure"

13 / 13 papers shown

Title
A Simple Regularization-based Algorithm for Learning Cross-Domain Word Embeddings Wei Yang Wei Lu V. Zheng 56 46 0 01 Feb 2019
Word Mover's Embedding: From Word2Vec to Document Embedding Lingfei Wu Ian En-Hsu Yen Kun Xu Fangli Xu Avinash Balakrishnan Pin-Yu Chen Pradeep Ravikumar Michael Witbrock 46 107 0 30 Oct 2018
When and Why are Pre-trained Word Embeddings Useful for Neural Machine Translation? Ye Qi Devendra Singh Sachan Matthieu Felix Sarguna Padmanabhan Graham Neubig 97 343 0 17 Apr 2018
Word2Bits - Quantized Word Vectors Maximilian Lam MQ 47 26 0 15 Mar 2018
Deep contextualized word representations Matthew E. Peters Mark Neumann Mohit Iyyer Matt Gardner Christopher Clark Kenton Lee Luke Zettlemoyer NAI 216 11,556 0 15 Feb 2018
Compressing Word Embeddings via Deep Compositional Code Learning Raphael Shu Hideki Nakayama 74 129 0 03 Nov 2017
FastText.zip: Compressing text classification models Armand Joulin Edouard Grave Piotr Bojanowski Matthijs Douze Hervé Jégou Tomas Mikolov MQ 86 1,214 0 12 Dec 2016
Compression of Neural Machine Translation Models via Pruning A. See Minh-Thang Luong Christopher D. Manning MedIm VLM 52 220 0 29 Jun 2016
A Comparative Study on Regularization Strategies for Embedding-based Neural Networks Hao Peng Lili Mou Ge Li Yunchuan Chen Yangyang Lu Zhi Jin 49 27 0 15 Aug 2015
Image-based Recommendations on Styles and Substitutes Julian McAuley C. Targett Javen Qinfeng Shi Anton Van Den Hengel 124 2,406 0 15 Jun 2015
Compressing Neural Networks with the Hashing Trick Wenlin Chen James T. Wilson Stephen Tyree Kilian Q. Weinberger Yixin Chen 163 1,191 0 19 Apr 2015
Distilling the Knowledge in a Neural Network Geoffrey E. Hinton Oriol Vinyals J. Dean FedML 362 19,660 0 09 Mar 2015
Efficient Estimation of Word Representations in Vector Space Tomas Mikolov Kai Chen G. Corrado J. Dean 3DV 680 31,512 0 16 Jan 2013

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