Example Text: Hongshan Culture's Role in Chinese Civilization's Origins
Discoveries have confirmed the importance of the Hongshan culture in understanding the origins of Chinese civilization. Furthermore, recent findings indicate that approximately 5,800 years ago, an accelerated phase of civilization began in China, marked by the emergence of significant social differentiation across many regions.
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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
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Example Text: Hongshan Culture's Role in Chinese Civilization's Origins
A user has an initial machine-generated English translation of a Chinese document. The translation is factually correct but lacks the natural flow and idiomatic expression of a native English speaker. The user wants to use a language model to improve the translation. Which of the following prompts is best designed to instruct the model to enhance the translation's quality in this specific way?
Crafting a Refinement Prompt for Translation
Effectiveness of a Refinement Prompt
Learn After
An LLM was prompted to summarize the following text: 'Discoveries have confirmed the importance of the Hongshan culture in understanding the origins of Chinese civilization. Furthermore, recent findings indicate that approximately 5,800 years ago, an accelerated phase of civilization began in China, marked by the emergence of significant social differentiation across many regions.' Evaluate the following LLM-generated summaries and select the one that most accurately and completely captures the key information from the source text.
Prompt Design for Information Synthesis
Analyzing LLM Factual Accuracy