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Ranking Textual Candidates of controlled natural languages

机译:对受控自然语言的文字候选者进行排名

摘要

Disclosed is a method of ranking textual candidates of controlled natural languages, the textual candidates forming portions of a first context, a plurality of contexts being arranged in a hierarchy. The method comprises the steps of assigning a probability to text fragments forming the textual candidates in the first context in which it is desired to rank the textual candidate; assigning a probability to text fragments forming the textual candidates in contexts in the hierarchy other than the first context; calculating, for each of the textual candidates, a weighted sum of the assigned probability in the first context and the assigned probabilities in contexts in the hierarchy other than the first context, wherein the weighting applied to each of the assigned probabilities is inversely related to the hierarchical distance between the first context and contexts in the hierarchy other than the first context. The contexts may be paragraphs within the hierarchy of a document. A probability may be assigned according to how frequently a text fragment has been used within a context and/or how recently a text fragment has been used within a context.
机译:公开了一种对受控自然语言的文本候选进行排名的方法,所述文本候选形成第一上下文的一部分,多个上下文按层次结构布置。该方法包括以下步骤:在期望对文本候选​​进行排名的第一上下文中,将概率分配给形成文本候选的文本片段;在不同于第一上下文的层次结构中,为形成文本候选的文本片段分配概率;对于每个文本候选,计算在第一上下文中的第一上下文中的分配概率和在除了第一上下文之外的层次结构中的上下文中的分配概率的加权和,其中,应用于每个分配概率的权重与第一上下文和层次结构中除第一上下文之外的上下文之间的层次距离。上下文可以是文档层次结构中的段落。可以根据在上下文中使用文本片段的频率和/或在上下文中最近使用文本片段的频率来分配概率。

著录项

  • 公开/公告号GB201319983D0

    专利类型

  • 公开/公告日2013-12-25

    原文格式PDF

  • 申请/专利权人 INTERNATIONAL BUSINESS MACHINES CORPORATION;

    申请/专利号GB20130019983

  • 发明设计人

    申请日2013-11-13

  • 分类号G06F17/27;

  • 国家 GB

  • 入库时间 2022-08-21 15:36:20

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