Paper: Using Neural Networks for Modeling and Representing Natural Languages

ACL ID C14-3002
Title Using Neural Networks for Modeling and Representing Natural Languages
Venue International Conference on Computational Linguistics
Session Main Conference
Year 2014
Authors

Proceedings of COLING 2014, the 25th International Conference on Computational Linguistics: Tutorial Abstracts, pages 3?4, Dublin, Ireland, August 23-29 2014. Using Neural Networks for Modeling and Representing Natural Languages Tomas Mikolov Facebook A.I. Research One Hacker Way, Menlo Park California, US tmikolov@fb.com Artificial neural networks are powerful statistical models that have been shown to provide excellent re- sults in a number of domains. In the last few years, the computer vision and automatic speech recognition communities have been heavily influenced by these techniques. Applications to problems that involve natural language, such as machine translation or computational semantics, are becoming mainstream in the NLP research. This tutorial aims to introduce the basic conc...