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ColPali: Document Retrieval with Vision-Language Models only (with Manuel Faysse)
34:48
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2024/9/27
Neural Search Talks — Zeta Alpha
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Introduction with Jakub & Manu
What was the 'Aha!' moment that led to ColPali?
What challenges did you face while developing ColPali?
What is the main idea behind ColPali?
How does ColPali simplify the IR pipeline?
What is the ViDoRe benchmark and how does it relate to ColPali?
Why is ColPali superior to CLIP-based retrievers?
What training setup was used for ColPali?
What optimizations were made to make ColPali more efficient?
Can ColPali work with text-only datasets?
What are the next steps for this line of research?
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