ColPali: Efficient Document Retrieval with Vision Language Models

Documents are visually rich structures that convey information through text, as well as tables, figures, page layouts, or fonts. While modern document retrieval systems exhibit strong performance on query-to-text matching, they struggle to exploit visual cues efficiently, hindering their performance...

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Bibliographische Detailangaben

Veröffentlicht in:	arXiv.org 2024-07
Hauptverfasser:	Faysse, Manuel, Sibille, Hugues, Wu, Tony, Omrani, Bilel, Gautier Viaud, Hudelot, Céline, Colombo, Pierre
Format:	Artikel
Sprache:	eng
Schlagworte:	Benchmarks Documents Image quality Matching Page layout Retrieval Vision
Online-Zugang:	Volltext
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