A model processes the input sentence 'The cat sat.' which is broken down into a sequence of 4 tokens: ['The', 'cat', 'sat', '.']. If this model functions as a sequence encoder, what is the most accurate description of the output it generates?

Model Output for a Token-Level Task

A sequence encoder processes an input sequence of 10 tokens and produces a single, fixed-size vector that represents the entire sequence's meaning.

Probabilistic Model for Text Classification using an Encoder-Classifier Architecture

Challenge of Encoder Pre-training Evaluation

Encoder Pre-training Output Architecture