Transformers, Deep Learning, Machine Learning, Editors Pick, Data Science.
reserve a specific number to represent any word which is not contained in this vocabulary, so that we can always assign an integer value. In practice, this is a naïve way of encoding text, as words such as cat and cats are treated as completely different tokens, despite them being singular and