Confusion matrix for 3-point Likert scale prompts for images.

Confusion matrix for 3-point Likert scale prompts for images.

<p>Confusion matrix for 3-point Likert scale prompts under zero-shot and few-shot prompting. Values are expressed as percentages.</p>

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Bibliographic Details
Main Author:	Hend Alrasheed (11192353) (author)
Other Authors:	Adwa Alghihab (21474015) (author), Alex Pentland (788790) (author), Sharifa Alghowinem (21474018) (author)
Published:	2025
Subjects:	Sociology Science Policy Biological Sciences not elsewhere classified shot learning conditions model &# 8217 large language models human evaluations using emotional elicitation stimuli images </ p emotional stimulus selection visual stimuli xlink "> traditional methods thereby reducing study evaluates stimulated ). scalable alternatives results underscore rating emotions promising avenue often labor labor associated interpret emotions gaped ), findings indicate artificial intelligence
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