Each individual term from the sentence is represented for a vector, a number of figures, applying an embedding matrix. Permit’s say the embeddings for every phrase are:
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Then, the transformer computes a score for each word within the sentence according to its connection with all one other text inside the sentence.
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These scores indicate the relevance of each phrase to your term “cat.” The transformer then uses these scores to compute a weighted sum in the term embeddings, exactly where the weights will be the scores.
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