https://github.com/zouharvi/uds-snlp-tutorial

Materials for Statistical NLP tutorials at Saarland University
https://github.com/zouharvi/uds-snlp-tutorial

Last synced: 6 days ago
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Materials for Statistical NLP tutorials at Saarland University

• Host: GitHub
• URL: https://github.com/zouharvi/uds-snlp-tutorial
• Owner: zouharvi
• Created: 2021-02-17T13:04:07.000Z (over 3 years ago)
• Default Branch: main
• Last Pushed: 2023-05-08T09:51:39.000Z (over 1 year ago)
• Last Synced: 2024-04-22T16:51:00.167Z (7 months ago)
• Language: TeX
• Homepage:
• Size: 27.2 MB
• Stars: 7
• Watchers: 5
• Forks: 4
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
# UdS SNLP Tutorial

Slides for Statistical Natural Language Processing tutorials of Summer 2021 at University of Saarland.

## Outline

Schedule (links provided only to semi-finished materials):

- [Introduction](introduction/handout.pdf)

- [Language Properties](language-properties/handout.pdf)

- [KL Divergece](kl-divergence/handout.pdf)

- [Compression](compression/handout.pdf)

- [Smoothing 1](smoothing-1/handout.pdf)

- [Smoothing 2](smoothing-2/handout.pdf)

- [Smoothing 3](smoothing-3/handout.pdf)

- [Text Classification 1](text-classification-1/handout.pdf)

- [Text Classification 2](text-classification-2/handout.pdf)

- [Word Sense Disambiguation](word-sense-disambiguation/handout.pdf)

- [Conditional Random Fields](conditional-random-fields/handout.pdf)

- [Information Retrieval](information-retrieval/handout.pdf)

- [Machine Translation (incomplete, skipped)](machine-translation/handout.pdf)

## Contributing

Compile slides using pandoc and the provided script (handout includes notes and disables iterative lists):

- Slides: `./build.sh machine-translation tutorial`

- Handout version: `./build.sh machine-translation handout`

- Both: `./build.sh machine-translation`

Make sure you have `pandoc` and `texlive` installed. You don't need to build the presentations if you want to contribute - editing the markdown is enough. If you still wish to compile them (great!) and encounter technical issues, contact me.

## License

Feel free to update, present and distribute on your own accord. In all cases, however, preserve the names of the previous contributors.