Chapter 6 Vector Semantics and Embeddings

• DEF distributional hypothesis Words that occur in similar contexts tend to have similar meanings.

• DEF vector semantics instantiate the hypothesis by learning representations of the meaning of words, or embeddings, from their distributions in texts.

• DEF representation learning is about automatically learning useful representations of the input text.