Visualizing Ambiguity: Analyzing Linguistic Ambiguity Resolution in Text-to-Image Models

Visualizing Ambiguity: Analyzing Linguistic Ambiguity Resolution in Text-to-Image Models

Text-to-image models have demonstrated remarkable progress in generating visual content from textual descriptions. However, the presence of linguistic ambiguity in the text prompts poses a potential challenge to these models, possibly leading to undesired or inaccurate outputs. This work conducts a...

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Bibliographic Details
Main Authors: Wala Elsharif, Mahmood Alzubaidi, James She, Marco Agus
Format: Article
Language:English
Published: MDPI AG 2025-01-01
Series:Computers
Subjects:
natural language processing
computational linguistics
linguistic ambiguity
text-to-image models
diffusion models
prompt engineering
Online Access:https://www.mdpi.com/2073-431X/14/1/19
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