Case Study

Evaluating Candidate Text Sequences

A text generation system is evaluating two possible three-word sequences. For each sequence, it has calculated a confidence score for each word, denoted by yˉi\bar{y}_i for the ii-th word. The system uses a function, s(yˉ1,yˉ2,yˉ3)=i=13yˉis(\bar{y}_1, \bar{y}_2, \bar{y}_3) = \sum_{i=1}^{3} \bar{y}_i, to calculate a total score for the entire sequence. A higher total score is considered better. Given the scores below, which sequence should the system prefer, and what is its total score? Explain your reasoning.

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Updated 2025-10-08

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Ch.4 Alignment - Foundations of Large Language Models

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