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Beyond References: Human-Aligned Caption Reliability Assessment

2025-09-30

Abstract excerpt

Despite the rapid progress of modern image captioning systems, the reliability of generated captions in practical deployments often lags behind expectations. In critical scenarios—such as assistive technologies or human-AI interaction platforms—unreliable descriptions may undermine user trust and lead to serious usability issues. To mitigate this gap, we investigate the task of Caption Quality Estimation (CQE) wit...

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Identifiers and source

Literature Corpus work
2ae7d183-f061-51a7-a101-0e2d50d365b5
DOI
10.20944/preprints202509.2538.v1
Open publication

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Beyond References: Human-Aligned Caption Reliability AssessmentDOI 10.20944/preprints202509.2538.v1
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