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Automatic document summarization using search engine intelligence

机译:使用搜索引擎智能自动进行文档摘要

摘要

A summary of a document is generated in near real time. In aspects, an indication to summarize the document is received and the document is processed to generate a summary. For instance, processing includes extracting sentences from the document and generating a plurality of candidate passages from the extracted sentences. Features are extracted from each of the plurality of candidate passages and each candidate passage is ranked based at least in part on the extracted features. High-ranking candidate passages are considered likely to be important and/or representative of the document. A summary of the document is generated including one or more of the high-ranking candidate passages. The summary includes portions of the document that are considered important and/or representative of the document, so a user may review the summary in lieu of reading the entire document.
机译:文档摘要几乎实时生成。在各方面中,接收到概述文档的指示,并且处理文档以生成概述。例如,处理包括从文档中提取句子,以及从所提取的句子中生成多个候选段落。从多个候选段落的每一个中提取特征,并且至少部分地基于所提取的特征来对每个候选段落进行排名。高等级的候选段落被认为可能是重要的和/或代表文件。生成的文档摘要包括一个或多个高级候选段落。摘要包括被认为是重要的和/或代表文档的文档部分,因此用户可以查看摘要以代替阅读整个文档。

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