---
tags: NLP, 298, copyright haub and kurz
---

# NLP CPSC-298

**Instructors:** Dan Haub and Alexander Kurz

## Symbolic Techniques: Rule-Based Models

[Grammatical Framework](https://hackmd.io/@alexhkurz/HJ9rNyz0K).

[More on Rule-Based NLP](https://hackmd.io/@GAbY-V7cQxaoWKC3MkfoxQ/ryrj9LFkc).

## Web Scraping

[Scraping Text From Wikpedia](https://hackmd.io/@alexhkurz/S1wlrHaeq)

## Word Embeddings

[Count-Based Word Vectors](https://hackmd.io/@alexhkurz/S1Jldeyeq)

Prediction-Based Word Vectors: [`word2vec`](https://hackmd.io/@alexhkurz/H1IJ4qxlq)

## Transformers

[Introduction to Transformers](https://hackmd.io/@alexhkurz/BkpKFOBb9)

## Possible material for the next session:

[AlphaFold, GPT-3 and How to Augment Intelligence with AI](https://future.a16z.com/alphafold-gpt-3-and-how-to-augment-intelligence-with-ai/) and [Pt. 2](https://future.a16z.com/alphafold-gpt-3-and-how-to-augment-intelligence-with-ai-pt-2/)