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自然言語処理 に戻る

ロシア国立研究大学経済高等学院(National Research University Higher School of Economics) による 自然言語処理 の受講者のレビューおよびフィードバック



This course covers a wide range of tasks in Natural Language Processing from basic to advanced: sentiment analysis, summarization, dialogue state tracking, to name a few. Upon completing, you will be able to recognize NLP tasks in your day-to-day work, propose approaches, and judge what techniques are likely to work well. The final project is devoted to one of the most hot topics in today’s NLP. You will build your own conversational chat-bot that will assist with search on StackOverflow website. The project will be based on practical assignments of the course, that will give you hands-on experience with such tasks as text classification, named entities recognition, and duplicates detection. Throughout the lectures, we will aim at finding a balance between traditional and deep learning techniques in NLP and cover them in parallel. For example, we will discuss word alignment models in machine translation and see how similar it is to attention mechanism in encoder-decoder neural networks. Core techniques are not treated as black boxes. On the contrary, you will get in-depth understanding of what’s happening inside. To succeed in that, we expect your familiarity with the basics of linear algebra and probability theory, machine learning setup, and deep neural networks. Some materials are based on one-month-old papers and introduce you to the very state-of-the-art in NLP research. Do you have technical problems? Write to us:



Mar 24, 2018

Great thanks to this amazing course! I learned a lot on state-to-art natural language processing techniques! Really like your awesome programming assignments! See you HSE guys in next class!


Jan 02, 2019

I like this course very much. It is a good introduction for NLP. But if you want to know more about the NLP, you need to search and read a lot of posts during the learning process.


自然言語処理: 76 - 100 / 131 レビュー

by Sylvain D

Nov 25, 2019

Very nice and extremely interesting !

by MD. R K

May 28, 2018

That course is Amazing! I love it.

by Haoyu L

Aug 24, 2019

Such a practical course! Love it!

by Lucas K K

Dec 28, 2019

Great course! Highly recommended

by Loganathan S

Sep 19, 2019

Very good and useful course.

by Pierre A

Jan 02, 2020

Great course to learn NLP.

by Jeremy L

Mar 29, 2019

The assignments are great!

by Lucy L

Dec 13, 2018

the best nlp online course

by CL G

Jun 17, 2019

Fascinating and fun.

by Cindy P

Dec 05, 2018


by 张芃捷

Feb 19, 2020

So good progress!

by Yu Q

May 06, 2019

Very good course!

by 芦昌灏

Dec 05, 2018

wonderful course!

by Narjes K

Nov 07, 2018

Very good course,

by Rik K

May 01, 2018

Enjoyed it a lot!

by Vignesh V

Mar 02, 2018

Excellent Course.

by Bharanidharan S

Jan 02, 2020

Excellent course

by Lucas B M

Mar 13, 2019

Very good course

by Patrick H

Apr 06, 2018

Awesome course.

by Alexander R

Nov 17, 2018

great course!

by Max P Z

Mar 28, 2018

Great course!

by haiya1994

Oct 09, 2018

very good

by 过群

Mar 07, 2018


by Владимир В

Feb 26, 2019


by Joe W

Jan 10, 2020

Amazing course!! This course introduces both classical and deep learning approaches in NLP and discusses the connection between the two. The homework is generally very well designed. The final project requires deployment in production which is a nice experience to have for real world application even though I was hoping for more in-depth model building based on the materials in the tutorials (perhaps this is covered in the honors project). One recommendation is to update the materials to include BERT, ELMO and transformers from the last two years. I know it is difficult to stay up-to-date given how fast the NLP field develops. However, this course provided enough background knowledge to learn those new topics on our own. All in all, very enjoyable learning experience and I am already applying some of the skills in my day job. Thanks so much!!