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Slides
Lectures
Day 1: Diving into the algorithms
- Non-contextual embeddings: Word2Vec, Skip-Gram, GloVe
- Building a Transformer Architecture
Day 2: Diving into applications
- Intro to the Transformers Library by HuggingFace
- Adaptive and Fine-tuning BERT
- From Words to Sentence Embedding
Extra
- GPT-3 Prompting