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Query-based extractive summarization

机译:基于查询的提取摘要

摘要

A system comprising at least one hardware processor; and a non-transitory computer-readable storage medium having stored thereon program instructions executable to receive, as input, one or more digital documents, a query statement, and a summary length constraint, automatically generate, for each of said one or more digital documents, an initial summary based, at least in part, on a first sentence selection which satisfies said query statement, a modified said summary length constraint, and a first summary quality goal, automatically extract, from each of said initial summaries, one or more associated feedback metrics, and automatically generate, for each of said one or more digital documents, a final summary based, at least in part, on: (i) a second sentence selection which satisfies said query statement, said summary length constraint, and a second summary quality goal, and (ii) at least one of said associated feedback metrics.
机译:一种系统,包括至少一个硬件处理器;非暂时性计算机可读存储介质,其上存储有可执行以接收一个或多个数字文档,查询语句和摘要长度约束作为输入的程序指令,该程序指令为所述一个或多个数字文档中的每一个自动生成至少部分地基于满足所述查询语句的第一句子选择,修改的所述摘要长度约束和第一摘要质量目标的初始摘要,从每个所述初始摘要中自动提取一个或多个相关联反馈度量,并至少部分地基于以下条件为所述一个或多个数字文档中的每一个自动生成最终摘要:(i)满足所述查询语句的第二句选择,所述摘要长度约束和第二个总结质量目标,以及(ii)至少一个相关的反馈指标。

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