Short Answer

Generating Multiple Outputs from a Decoding Algorithm

A developer is using a text generation model to create several different summary options for a long document. Their decoding algorithm maintains a set of the 'k' most probable partial summaries at each step of the generation process. Describe the specific mechanism within this algorithm that allows it to produce a final list of multiple, complete summaries, rather than just the single highest-scoring one. Also, identify the key parameter that controls the size of this set of partial summaries.

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Updated 2025-10-04

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Ch.3 Prompting - Foundations of Large Language Models

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