My thoughts on deep learning for NLP
Visit ofir.io → RSS feedOn Hacker News Jun 2016 – Oct 2017
AI & Machine Learning 2Software Engineering 1Life, Learning & Writing 1
Due to the recent achievements of artificial neural networks across many different tasks (such as face recognition, object detection and Go), deep learning has become extremely popular. This post aims to be a starting point for those interested in learning more about it.
Language models assign probability values to sequences of words. Those three words that appear right above your keyboard on your phone that try to predict the next word you’ll type are one of the uses of language modeling. In the case shown below, the language model is predicting that “from”, “on” and “it” have a high…