Extracting lexical features for classifying native and non-native language usage style

发明授权

US08170868B2 Extracting lexical features for classifying native and non-native language usage style 有权

标题翻译：提取用于分类本地和非本地语言使用风格的词汇功能

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专利标题： Extracting lexical features for classifying native and non-native language usage style
专利标题（中）： 提取用于分类本地和非本地语言使用风格的词汇功能
申请号： US11375167

申请日： 2006-03-14
公开(公告)号： US08170868B2

公开(公告)日： 2012-05-01
发明人: Michael Gamon , William B. Dolan , Christopher Brockett
申请人： Michael Gamon , William B. Dolan , Christopher Brockett
申请人地址： US WA Redmond
专利权人： Microsoft Corporation
当前专利权人： Microsoft Corporation
当前专利权人地址： US WA Redmond
代理机构： Westman, Champlin & Kelly, P.A.
主分类号： G06F17/27
IPC分类号： G06F17/27 ; G06F17/20

Extracting lexical features for classifying native and non-native language usage style

摘要：

A corpus is provided of language usage by non-native users of the language. Characteristics of the corpus are measured and used to create a language usage classifier for indicating non-native usage of the language. Once the language usage classifier is created, a natural language input may be entered, and the characteristics thereof measured. These characteristics are then compared with the indicators of non-native usage, thereby detecting non-native usage. The evaluation of non-native usage may be used as a versatile foundation to enhance a wide variety of tools and applications dealing with user interaction in languages other than their native language.

摘要（中）：

语言由语言的非本地用户提供语言使用。语料库的特征被测量并用于创建用于指示语言的非本地使用的语言使用分类器。一旦创建了语言使用分类器，就可以输入自然语言输入，并测量其特性。然后将这些特征与非本地使用的指标进行比较，从而检测非本地使用。非本地使用的评估可以用作通用基础，以增强处理与其母语以外的语言的用户交互的各种工具和应用。

公开/授权文献

US20070219776A1 Language usage classifier 公开/授权日：2007-09-20

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