Theo dõi
Tomas Mikolov
Tomas Mikolov
Senior Researcher, CIIRC CTU
Email được xác minh tại cvut.cz
Tiêu đề
Trích dẫn bởi
Trích dẫn bởi
Năm
Distributed representations of words and phrases and their compositionality
T Mikolov, I Sutskever, K Chen, GS Corrado, J Dean
Neural information processing systems, 2013
436622013
Efficient estimation of word representations in vector space
T Mikolov, K Chen, G Corrado, J Dean
arXiv preprint arXiv:1301.3781, 2013
412812013
Distributed representations of sentences and documents
Q Le, T Mikolov
International conference on machine learning, 1188-1196, 2014
124962014
Enriching word vectors with subword information
P Bojanowski, E Grave, A Joulin, T Mikolov
Transactions of the association for computational linguistics 5, 135-146, 2017
121902017
Recurrent neural network based language model.
T Mikolov, M Karafiát, L Burget, J Cernocký, S Khudanpur
Interspeech 2 (3), 1045-1048, 2010
78362010
On the difficulty of training recurrent neural networks
R Pascanu, T Mikolov, Y Bengio
International conference on machine learning, 1310-1318, 2013
71992013
Bag of tricks for efficient text classification
A Joulin, E Grave, P Bojanowski, T Mikolov
arXiv preprint arXiv:1607.01759, 2016
58872016
Linguistic regularities in continuous space word representations
T Mikolov, W Yih, G Zweig
Proceedings of the 2013 conference of the north american chapter of the …, 2013
51472013
Devise: A deep visual-semantic embedding model
A Frome, GS Corrado, J Shlens, S Bengio, J Dean, MA Ranzato, ...
Advances in neural information processing systems 26, 2013
32052013
Exploiting similarities among languages for machine translation
T Mikolov, QV Le, I Sutskever
arXiv preprint arXiv:1309.4168, 2013
18582013
Learning word vectors for 157 languages
E Grave, P Bojanowski, P Gupta, A Joulin, T Mikolov
arXiv preprint arXiv:1802.06893, 2018
17602018
Advances in pre-training distributed word representations
T Mikolov, E Grave, P Bojanowski, C Puhrsch, A Joulin
arXiv preprint arXiv:1712.09405, 2017
16992017
Extensions of recurrent neural network language model
T Mikolov, S Kombrink, L Burget, J Černocký, S Khudanpur
2011 IEEE international conference on acoustics, speech and signal …, 2011
16552011
Fasttext. zip: Compressing text classification models
A Joulin, E Grave, P Bojanowski, M Douze, H Jégou, T Mikolov
arXiv preprint arXiv:1612.03651, 2016
15282016
Towards ai-complete question answering: A set of prerequisite toy tasks
J Weston, A Bordes, S Chopra, AM Rush, B Van Merriënboer, A Joulin, ...
arXiv preprint arXiv:1502.05698, 2015
12372015
One billion word benchmark for measuring progress in statistical language modeling
C Chelba, T Mikolov, M Schuster, Q Ge, T Brants, P Koehn, T Robinson
arXiv preprint arXiv:1312.3005, 2013
12362013
Zero-shot learning by convex combination of semantic embeddings
M Norouzi, T Mikolov, S Bengio, Y Singer, J Shlens, A Frome, GS Corrado, ...
arXiv preprint arXiv:1312.5650, 2013
10722013
Statistical Language Models Based on Neural Networks
T Mikolov
Ph. D. thesis, Brno University of Technology, 2012
9132012
Understanding the exploding gradient problem
R Pascanu, T Mikolov, Y Bengio
CoRR, abs/1211.5063 2 (417), 1, 2012
7652012
Context dependent recurrent neural network language model
T Mikolov, G Zweig
2012 IEEE Spoken Language Technology Workshop (SLT), 234-239, 2012
7612012
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