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This repository contains course material for the "Advanced Methods in Natural Language Processing" course taught at Tel Aviv University.

It currently contains the following exercises:

  1. Word Sense Disambiguation with Attention: Reviews various details of the attention mechanism using WSD as an example task.
  2. Modifying the Transformer Architecture: Reviews the implementation of encoder-decoder transformers by modifying their architecture.