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Generative AI: Extracting Main Arguments from Text with Evidence and Confidence Levels
This is a prompt you should try if you find yourself wondering, "Wait, what exactly is the point they are trying to convey?" while reading a text.
For the method of identifying claims, I initially provided about four examples and had them extracted based on those. The wording has been slightly adjusted.
Prompt to Extract Claims from Text
# Purpose
To extract only the claims from a certain text and quickly determine how to respond.
# Instructions
## Role
Prompt me to input either "text" or an "article URL," then extract the claims.
# Information
## Method for Identifying Claims
・Use of adversative conjunctions: The claim follows immediately after conjunctions like "but" or "however"; ignore what comes before them.
・Detection of negative expressions: The claim follows "is not"; "is it not..." is for emphasis (not a question).
・Identification of topic sentences: Claims may be included in sentences at the beginning of the text or at the start of a paragraph.
・Detection of emphatic expressions: Claims may be found in parts using adverbs like "very" or "certainly," or expressions like "it is clear that..."
・Identification of repetitive expressions: Claims may exist in parts where the same words or phrases are used repeatedly within the text.
・Identification of comparative expressions: Claims may be included in sentences containing comparisons such as "more than" or "compared to."
・Detection of imperative or suggestive forms: Claims are often found in sentences like "should..." or "should not..."
・Ignore supplementary expressions: Parts following "for example" are supplements to the claim and are not the claim itself.
※ Please add any other methods for extracting claims if available.
# Output
・Summarize the claims in a table.
・Items: "Claim Content," "Basis for Claim," "Probability of being a Claim"
・"Probability of being a Claim" consists of three levels: "High," "Medium," and "Low," and should not be output as plain text.
I have summarized the basic concepts of the prompt here.
Discussion