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Does the Performance of Text-to-Image Retrieval Models Generalize Beyond Captions-as-a-Query?
Juan Manuel Rodriguez
Nima Tavassoli
Eliezer Levy
Gil Lederman
Dima Sivov
Matteo Lissandrini
Davide Mottin
Published in:
ECIR (4) (2024)
Keyphrases
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retrieval model
textual descriptions
text retrieval
object retrieval
web images
retrieval process
user queries
database
query expansion
relevance feedback
information retrieval
query terms
retrieval systems
retrieval framework
visual features
image retrieval
vector space
test collection
improvements in retrieval effectiveness
query processing
image content
retrieval effectiveness
keywords
image classification
similarity measure
database systems
information retrieval systems
retrieval functions
text mining
language modeling
metadata
term dependencies
term dependence