Case Study

Evaluating Prompt Efficiency for Translation

A developer is building an application that will translate hundreds of individual English phrases into Chinese using a large language model. They are considering two different structures for the instructions they will send to the model for each phrase. Based on your understanding of how language models process simplified instructions, evaluate the two strategies below and determine which is more efficient. Justify your choice.

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Updated 2025-10-04

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Ch.3 Prompting - Foundations of Large Language Models

Foundations of Large Language Models

Computing Sciences

Foundations of Large Language Models Course

Evaluation in Bloom's Taxonomy

Cognitive Psychology

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