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  • Diagram of an Evaluation Model Assessing a Predicted Sequence

Multiple Choice

A predictive model generates a sequence of three potential future values: [A, B, C]. Which of the following descriptions best represents a diagram of an evaluation model assessing the quality of this entire predicted sequence?

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Updated 2025-10-07

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  • A predictive model generates a sequence of three potential future values: [A, B, C]. Which of the following descriptions best represents a diagram of an evaluation model assessing the quality of this entire predicted sequence?

  • An engineer is designing a visual aid to explain how an evaluation model assesses a predicted sequence of three tokens: [y^i+1,y^i+2,y^i+3\hat{y}_{i+1}, \hat{y}_{i+2}, \hat{y}_{i+3}y^​i+1​,y^​i+2​,y^​i+3​]. The diagram shows the three tokens entering an 'Evaluation Model' box. From this box, three separate arrows point outwards, each leading to a distinct probability score: p(y^i+1)p(\hat{y}_{i+1})p(y^​i+1​), p(y^i+2)p(\hat{y}_{i+2})p(y^​i+2​), and p(y^i+3)p(\hat{y}_{i+3})p(y^​i+3​). What is the primary conceptual error in this diagram?

  • Diagramming a Sequence Evaluation

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