A pilot scheme designed to identify and nip potential health problems in the bud has been launched by the Isle of Man's public health directorate.
One of the trickiest problems we had to tackle was hierarchical document segmentation, where every heading, reference, chapter, section, subsection, table, figure, and so on is extracted from a document in a hierarchical fashion such that segments can be contained within other segments at any arbitrary level of depth. To solve this problem, we had to implement our own novel hierarchical segmentation architecture, decoding approach, and loss function.
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韩松：这个问题算是问到我们心坎里了。说实话，压力不小。企业抱着一堆专利证书、博士简历来，可账上可能没多少利润，甚至亏损。传统看报表、看抵押那套，基本失灵。