A model processes the following bilingual sequence where some words have been replaced by a special symbol: [CLS] The cat sat on the [MASK] . [SEP] Le chat s'est assis sur le [MASK] . [SEP]. The model's encoder computes a final numerical representation (a hidden state) for every symbol in the sequence. Considering the final hidden state calculated for the first [MASK] symbol (in the English part), which statement best analyzes the information it contains?

A language model is tasked with predicting the missing words in a masked bilingual sentence pair. Arrange the following steps in the correct chronological order to describe how the model's encoder processes the input to generate the final representations used for this prediction.

Analyzing Contextualization in Transformer Encoders