Generating and Visualizing Context Vectors in Transformers - MachineLearningMastery.com
A context vector is a numerical representation of a word that captures its meaning within a specific context. Unlike traditional word embeddings that assign a single, fixed vector to each word, a c...
Source: MachineLearningMastery.com
A context vector is a numerical representation of a word that captures its meaning within a specific context. Unlike traditional word embeddings that assign a single, fixed vector to each word, a context vector for the same word can change depending on the surrounding words in a sentence. Transformers are the tool of choice for […]