Automating smart recommendation from natural language API descriptions via representation learning

Learning Phrase Representations using RNN Encoder–Decoder for Statistical Machine Translation

Kyunghyun Cho, Bart van Merriënboer, Çağlar Gülçehre et al. · 2014 · 24.4K citations · Full text

Computing, Computer Science, Computational Linguistics +14

Adaptive Subgradient Methods for Online Learning and Stochastic Optimization

John C. Duchi, Elad Hazan, Yoram Singer · 2010 · 8.6K citations

Computing, Computer Science, Algorithms +15

Framewise phoneme classification with bidirectional LSTM and other neural network architectures

Alex Graves, Jürgen Schmidhuber · Neural Networks · 2005 · 5.5K citations

Computing, Computer Science, Machine Learning +9

Recurrent neural network based language model

Tomáš Mikolov, Martin Karafiát, Lukáš Burget et al. · 2010 · 5.4K citations

Computing, Computer Science, Computational Linguistics +16

Natural Language Processing (almost) from Scratch

Ronan Collobert, Jason Weston, Léon Bottou et al. · arXiv (Cornell University) · 2011 · 5.2K citations · Full text

Computing, Computer Science, Artificial Intelligence +11