week02_classification

Text Classification

• lecture slides
• Our lecture videos (russian): lecture, seminar

• Stanford NLP lecture: text convolutions

Practice

Seminar

Your task for this week is to get past two notebooks: ./homework_part1.ipynb and... you guessed it, ./homework_part2.ipynb.

The second part of homework requires you to train a deep neural network. See ./seminar.ipynb for problem description, tips and tricks.

Lecture-blog, research thinking exercises, related papers and fun:

NLP Course For You

Dataset viewer:

NLP Course For You

More Materials

• Colah's blog on convolutions, including text convolutions - url
• Same architectures applied for music - blog post

More TBA