10.8k citations
- Université de MontréalCA36 papers
- McGill UniversityCA25 papers
- Centre National de la Recherche ScientifiqueFR20 papers
- Stanford UniversityUS14 papers
- École de Technologie SupérieureCA13 papers
- Louisiana State UniversityUS13 papers
- Cornell UniversityUS12 papers
- Georgia Institute of TechnologyUS12 papers
- Sorbonne UniversitéFR12 papers
- Université Paris-SaclayFR12 papers
- University College LondonGB12 papers
- California Institute of TechnologyUS11 papers
Showing 2014 · cs.NEShow all
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cs.NE2014★ 10.8k cited
Empirical Evaluation of Gated Recurrent Neural Networks on Sequence Modeling
Junyoung Chung, Caglar Gulcehre, KyungHyun Cho +1
In this paper we compare different types of recurrent units in recurrent neural networks (RNNs). Especially, we focus on more sophisticated units that implement a gating mechanism,…
cs.NE2014★ 413 cited
End-to-end Continuous Speech Recognition using Attention-based Recurrent NN: First Results
Jan Chorowski, Dzmitry Bahdanau, Kyunghyun Cho +1
We replace the Hidden Markov Model (HMM) which is traditionally used in in continuous speech recognition with a bi-directional recurrent neural network encoder coupled to a recurre…