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This example illustrates how a standard sentence can be represented with sequential numerical indices, which serves as a baseline for language modeling tasks. In the sentence `The1 kitten2 is3 chasing4 the5 ball6 .`, each word is paired with a number that indicates its position in the standard grammatical order.

Example of a Sequentially Indexed Sentence

A language model is being prepared to process a sentence. The words have been separated but need to be arranged in their standard grammatical order, starting from position 1. Arrange the following words to form a logical, sequentially indexed sentence.

A language model receives the following indexed sentence as input: `The1 ball6 is3 chased4 by5 kitten2 .`. Based on the standard method of representing word order for grammatical analysis, identify the issue with this indexing and explain how it should be corrected.

Analysis of Sentence Indexing

When preparing text for a language model, each word is often paired with a number to denote its position. Which of the following sentences is represented using a standard, sequential ordering from beginning to end?

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