Informatics Colloquium 21. 3. Neural Networks for Natural Language Processing
Informatics Colloquium 21. 3. 2017, 14:00 lecture hall D2
Ing. Tomáš Mikolov, Ph.D., Facebook AI Research
Neural Networks for Natural Language Processing
Abstract: Artificial neural networks are currently very successful in various
machine learning tasks that involve natural language. In this talk, I will
describe how recurrent neural network language models have been developed, as
well as their most frequent applications to speech recognition and machine
translation. I will also talk about distributed word representations, their
interesting properties, and efficient ways how to compute them. Finally, I will
describe our latest efforts to create a novel dataset that could be used to
develop machines that can truly communicate with human users in natural
language.