Natural Language Processing🔗
This class is closely tied to the Transformers class, which focuses on the architecture. In this two-part class, we present a historical and recent view of NLP in AI.
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Introduction to NLP slides
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Sequence to Sequence Learning, version colab
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Attention in Seq2Seq, version colab
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Large Language Models and Generative AI slides
Additional Resources🔗
- LLM Visualization
- HuggingFace LLM Course
- Claude 3 features
- Text Processing and Classification, version colab
- Entity Recognition and Chatbots, version colab
- Word2Vec Exercise, version colab
- MOOC of 10-20h on linguistics
- Explosion.ai, creators of spacy
- blog of Jay Alamar