Revolutionizing Search With Document Screenshot Embeddings
New AI Model uses document screenshots to unify search across text & images. DocSE model jointly encodes text, images & layouts for cross-modal retrieval with strong performance on various tasks.
This is a Plain English Papers summary of a research paper called New AI Model Uses Document Screenshots to Revolutionize Search Across Text and Images. If you like these kinds of analysis, you should join AImodels.fyi or follow us on Twitter. Overview This paper presents a novel approach for unifying multimodal retrieval by leveraging document screenshots as a common representation. The authors propose a Document Screenshot Embedding (DocSE) model that can jointly encode text, images, and document layouts to enable cross-modal retrieval. The DocSE model is trained on a large-scale d...