Embedding

A dense vector representation of discrete entities (words, images) in a continuous space.

In italiano: Embedding

Embeddings map entities to vectors where similar elements are close in space. Word2Vec and GloVe create word embeddings. Essential for NLP and recommendation systems.

Examples

  • Word2Vec for word representation
  • Product embeddings for recommendations
  • Sentence embeddings for semantic similarity