This is the slide I used during an exchange at South China Normal University a few days ago, which mainly introduces some techniques in Natural Language Processing (NLP).
The starting point for this slide is that many NLP research groups in domestic universities basically remain stuck in the RNN mindset. Therefore, I introduced some content on CNNs and Attention, as well as various techniques for model training, among others. The content is actually quite brief, but considering that many concepts are new to most students, the information density is still quite high.
This was also my first attempt at using LaTeX to create a slide. I felt it wasn’t as difficult as I imagined, and the resulting effect is quite fresh and clear. I should practice more in the future~
Download link: Fancy Natural Language Processing.pdf
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