Example of a Combined 'Condense and Simplify' Prompt
An example of a prompt template for text simplification is the direct command: 'Condense and simplify this text.' This instruction guides a Large Language Model to simultaneously reduce the length and improve the clarity of a given piece of text.
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Ch.3 Prompting - Foundations of Large Language Models
Foundations of Large Language Models
Foundations of Large Language Models Course
Computing Sciences
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An organization wants to use a language model to simplify a highly technical scientific report for a general audience. Their goal is to retain the core information while making the vocabulary and sentence structure much easier to understand. Which of the following instructions is most likely to produce the best result for this specific goal?
Optimizing Prompt Templates for Legal Text Simplification
Example of a Combined 'Condense and Simplify' Prompt
Example of a Prompt for Text Simplification
Example of a 'Rewrite for Easy Reading' Prompt
You are analyzing the outputs of a language model tasked with simplifying the following complex sentence. Match each prompt template with the simplified output it most likely generated.
Original Sentence: 'The legislative measure, which was meticulously deliberated upon by the bicameral committee, ultimately aims to ameliorate the socioeconomic disparities prevalent within marginalized communities by instituting a series of targeted fiscal interventions.'
Learn After
An autoregressive model generates a sequence of three tokens after an initial start token,
<s>. It does this by selecting the single most probable token at each step based on the sequence generated so far. Arrange the following actions into the correct chronological order that the model follows.Evaluating Prompt Effectiveness for Text Transformation
An AI model is given the following text with the instruction: 'Condense and simplify this text.'
Original Text: 'The multifaceted nature of anthropogenic climate change necessitates a comprehensive, interdisciplinary approach, integrating data from climatology, oceanography, and socio-economic studies to formulate robust mitigation and adaptation strategies.'
Which of the following outputs best demonstrates that the model successfully followed both parts of the instruction?