ESREAL: Exploiting Semantic Reconstruction to Mitigate Hallucinations in Vision-Language Models

Hallucinations in vision-language models pose a significant challenge to their reliability, particularly in the generation of long captions. Current methods fall short of accurately identifying and mitigating these hallucinations. To address this issue, we introduce ESREAL, a novel unsupervised lear...

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Hauptverfasser: Kim, Minchan, Kim, Minyeong, Bae, Junik, Choi, Suhwan, Kim, Sungkyung, Chang, Buru
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Sprache:eng
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