Translations:Word Embeddings/7/en: Difference between revisions

Latest revision as of 23:34, 27 April 2026

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In a vocabulary of <math>V</math> words, a {{Term|one-hot encoding|one-hot}} vector for the <math>i</math>-th word is a <math>V</math>-dimensional vector with a 1 in position <math>i</math> and 0 elsewhere. This representation has two critical shortcomings:

In a vocabulary of $$ V $$ words, a one-hot vector for the $$ i $$ -th word is a $$ V $$ -dimensional vector with a 1 in position $$ i $$ and 0 elsewhere. This representation has two critical shortcomings:

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	In a vocabulary of <math>V</math> words, a one-hot vector for the <math>i</math>-th word is a <math>V</math>-dimensional vector with a 1 in position <math>i</math> and 0 elsewhere. This representation has two critical shortcomings:		In a vocabulary of <math>V</math> words, a {{Term\|one-hot encoding\|one-hot}} vector for the <math>i</math>-th word is a <math>V</math>-dimensional vector with a 1 in position <math>i</math> and 0 elsewhere. This representation has two critical shortcomings: