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Perplexity: is our model surprised with a real text?

Course video 13 of 43

In this module we will treat texts as sequences of words. You will learn how to predict next words given some previous words. This task is called language modeling and it is used for suggests in search, machine translation, chat-bots, etc. Also you will learn how to predict a sequence of tags for a sequence of words. It could be used to determine part-of-speech tags, named entities or any other tags, e.g. ORIG and DEST in "flights from Moscow to Zurich" query. We will cover methods based on probabilistic graphical models and deep learning.

国立高等经济大学
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課程 6(共 7 門,高级机器学习 專項課程

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課程、專項課程和在線學位均由全世界一流大學和教育機構的頂尖授課教師教授。

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