BigDataFr recommends: The challenges of word embeddings
[…] In recent times deep learning techniques have become more and more prevalent in NLP tasks; just take a look at the list of accepted papers at this year’s NAACL conference, and you can’t miss it. We’ve now completely moved away from traditional NLP approaches to focus on deep learning and how it can be leveraged in language problems, as successfully as it has in both image and audio recognition tasks.
One of these approaches that has seen great success and is backed by a wave of research papers and funding is the concept of word embeddings. […]