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Vision-based document retrieval has improved rapidly, but current evaluation settings still emphasize short documents and single relevant pages. This leaves an important gap between leaderboard performance and realistic long-document retrieval, where the evidence needed to answer a query may span multiple pages or even...
To clarify the damage evolution characteristics of the surrounding rock-lining structure under cyclic loading, a physical model testing method was adopted, focusing on the gas storage space of lined chambers in hard rock roadways in abandoned mines. A large-scale three-dimensional simulation model test system for the s...
Case2Flow is introduced, a task designed to retrieve the most relevant guideline flowchart for a given patient case from a collection of guideline documents and CRISP, a training-free scoring method that sharpens late-interaction retrieval by suppressing uninformative patches, discounting ambiguous token matches, and i...
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