Syllable-aware Neural Language Models: A Failure to Beat Character-aware
Ones

Syllable-aware Neural Language Models: A Failure to Beat Character-aware Ones

20 July 2017

Rustem Takhanov

Bagdat Myrzakhmetov

Jonathan North Washington

Papers citing "Syllable-aware Neural Language Models: A Failure to Beat Character-aware Ones"

17 / 17 papers shown

Title
Morphological Word Embeddings Ryan Cotterell Hinrich Schütze 42 101 0 04 Jul 2019
From Characters to Words to in Between: Do We Capture Morphology? Clara Vania Adam Lopez 43 96 0 26 Apr 2017
Character-Word LSTM Language Models Lyan Verwimp J. Pelemans Hugo Van hamme P. Wambacq 52 53 0 10 Apr 2017
Neural Architecture Search with Reinforcement Learning Barret Zoph Quoc V. Le 451 5,369 0 05 Nov 2016
Efficient softmax approximation for GPUs Edouard Grave Armand Joulin Moustapha Cissé David Grangier Hervé Jégou 77 272 0 14 Sep 2016
Recurrent Highway Networks J. Zilly R. Srivastava Jan Koutník Jürgen Schmidhuber 71 417 0 12 Jul 2016
A Theoretically Grounded Application of Dropout in Recurrent Neural Networks Y. Gal Zoubin Ghahramani UQCV DRL BDL 180 1,650 0 16 Dec 2015
Strategies for Training Large Vocabulary Neural Language Models Welin Chen David Grangier Michael Auli VLM 55 139 0 15 Dec 2015
Neural Machine Translation of Rare Words with Subword Units Rico Sennrich Barry Haddow Alexandra Birch 212 7,735 0 31 Aug 2015
Character-Aware Neural Language Models Yoon Kim Yacine Jernite David Sontag Alexander M. Rush 95 1,669 0 26 Aug 2015
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
Training Very Deep Networks R. Srivastava Klaus Greff Jürgen Schmidhuber 161 1,681 0 22 Jul 2015
On Using Very Large Target Vocabulary for Neural Machine Translation Sébastien Jean Kyunghyun Cho Roland Memisevic Yoshua Bengio 153 1,011 0 05 Dec 2014
Recurrent Neural Network Regularization Wojciech Zaremba Ilya Sutskever Oriol Vinyals ODL 134 2,776 0 08 Sep 2014
Compositional Morphology for Word Representations and Language Modelling Jan A. Botha Phil Blunsom 79 253 0 16 May 2014
Generating Sequences With Recurrent Neural Networks Alex Graves GAN 146 4,033 0 04 Aug 2013
Efficient Estimation of Word Representations in Vector Space Tomas Mikolov Kai Chen G. Corrado J. Dean 3DV 665 31,489 0 16 Jan 2013

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