עקוב אחר
Tomas Mikolov
Tomas Mikolov
Senior Researcher, CIIRC CTU
כתובת אימייל מאומתת בדומיין cvut.cz
כותרת
צוטט על ידי
צוטט על ידי
שנה
Distributed representations of words and phrases and their compositionality‏
T Mikolov, I Sutskever, K Chen, GS Corrado, J Dean‏
Neural information processing systems, 2013‏
435402013
Efficient estimation of word representations in vector space‏
T Mikolov, K Chen, G Corrado, J Dean‏
arXiv preprint arXiv:1301.3781, 2013‏
410882013
Distributed representations of sentences and documents‏
Q Le, T Mikolov‏
International conference on machine learning, 1188-1196, 2014‏
124552014
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
121132017
Recurrent neural network based language model.‏
T Mikolov, M Karafiát, L Burget, J Cernocký, S Khudanpur‏
Interspeech 2 (3), 1045-1048, 2010‏
78162010
On the difficulty of training recurrent neural networks‏
R Pascanu, T Mikolov, Y Bengio‏
International conference on machine learning, 1310-1318, 2013‏
71722013
Bag of tricks for efficient text classification‏
A Joulin, E Grave, P Bojanowski, T Mikolov‏
arXiv preprint arXiv:1607.01759, 2016‏
58532016
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
51312013
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
31992013
Exploiting similarities among languages for machine translation‏
T Mikolov, QV Le, I Sutskever‏
arXiv preprint arXiv:1309.4168, 2013‏
18542013
Learning word vectors for 157 languages‏
E Grave, P Bojanowski, P Gupta, A Joulin, T Mikolov‏
arXiv preprint arXiv:1802.06893, 2018‏
17502018
Advances in pre-training distributed word representations‏
T Mikolov, E Grave, P Bojanowski, C Puhrsch, A Joulin‏
arXiv preprint arXiv:1712.09405, 2017‏
16902017
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
16542011
Fasttext. zip: Compressing text classification models‏
A Joulin, E Grave, P Bojanowski, M Douze, H Jégou, T Mikolov‏
arXiv preprint arXiv:1612.03651, 2016‏
15212016
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
12352015
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
12322013
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
10702013
Statistical Language Models Based on Neural Networks‏
T Mikolov‏
Ph. D. thesis, Brno University of Technology, 2012‏
9122012
Understanding the exploding gradient problem‏
R Pascanu, T Mikolov, Y Bengio‏
CoRR, abs/1211.5063 2 (417), 1, 2012‏
7642012
Context dependent recurrent neural network language model‏
T Mikolov, G Zweig‏
2012 IEEE Spoken Language Technology Workshop (SLT), 234-239, 2012‏
7602012
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מאמרים 1–20