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1. 发明授权

US07620539B2 Methods and apparatuses for identifying bilingual lexicons in comparable corpora using geometric processing 有权
标题翻译：使用几何加工识别可比语料库中的双语词典的方法和装置
公开(公告)号：US07620539B2
公开(公告)日：2009-11-17
申请号：US10976847
申请日：2004-11-01
申请人： Eric Gaussier , Jean-Michel Renders , Herve Dejean , Cyril Goutte , Irina Matveeva
发明人： Eric Gaussier , Jean-Michel Renders , Herve Dejean , Cyril Goutte , Irina Matveeva
IPC分类号： G06F17/28 , G06F17/20 , G06F17/27 , G06F17/21 , G06F17/30
CPC分类号： G06F17/2785 , G06F17/2735 , G06F17/2827 , Y10S707/99937
摘要： Various methods formulated using a geometric interpretation for identifying bilingual pairs in comparable corpora using a bilingual dictionary are disclosed. The methods may be used separately or in combination to compute the similarity between bilingual pairs.
摘要翻译：公开了使用双语字典使用几何解释来识别可比语料库中的双语对的各种方法。这些方法可以单独使用或组合使用来计算双语对之间的相似度。

2. 发明申请

US20060009963A1 Method and apparatus for identifying bilingual lexicons in comparable corpora 有权
标题翻译：用于识别可比语料库中的双语词典的方法和装置
公开(公告)号：US20060009963A1
公开(公告)日：2006-01-12
申请号：US10976847
申请日：2004-11-01
申请人： Eric Gaussier , Jean-Michel Renders , Herve Dejean , Cyril Goutte , Irina Matveeva
发明人： Eric Gaussier , Jean-Michel Renders , Herve Dejean , Cyril Goutte , Irina Matveeva
IPC分类号： G06F17/28
CPC分类号： G06F17/2785 , G06F17/2735 , G06F17/2827 , Y10S707/99937
摘要： Various methods formulated using a geometric interpretation for identifying bilingual pairs in comparable corpora using a bilingual dictionary are disclosed. The methods may be used separately or in combination to compute the similarity between bilingual pairs.
摘要翻译：公开了使用双语字典使用几何解释来识别可比语料库中的双语对的各种方法。这些方法可以单独使用或组合使用来计算双语对之间的相似度。

3. 发明申请

US20070239745A1 Hierarchical clustering with real-time updating 有权
标题翻译：分层聚类与实时更新
公开(公告)号：US20070239745A1
公开(公告)日：2007-10-11
申请号：US11391864
申请日：2006-03-29
申请人： Agnes Guerraz , Caroline Privault , Cyril Goutte , Eric Gaussier , Francois Pacull , Jean-Michel Renders
发明人： Agnes Guerraz , Caroline Privault , Cyril Goutte , Eric Gaussier , Francois Pacull , Jean-Michel Renders
IPC分类号： G06F7/00
CPC分类号： G06F17/30705 , G06K9/6219 , Y10S707/99942
摘要： A probabilistic clustering system is defined at least in part by probabilistic model parameters indicative of word counts, ratios, or frequencies characterizing classes of the clustering system. An association of one or more documents in the probabilistic clustering system is changed from one or more source classes to one or more destination classes. Probabilistic model parameters characterizing classes affected by the changed association are locally updated without updating probabilistic model parameters characterizing classes not affected by the changed association.
摘要翻译：概率聚类系统至少部分地由指示表征群集系统的类的字数，比率或频率的概率模型参数定义。概率聚类系统中的一个或多个文档的关联从一个或多个源类改变为一个或多个目的地类。表征受改变的关联影响的类的概率模型参数是本地更新的，而不更新表征不受改变的关联影响的类的概率模型参数。

4. 发明授权

US07720848B2 Hierarchical clustering with real-time updating 有权
标题翻译：分层聚类与实时更新
公开(公告)号：US07720848B2
公开(公告)日：2010-05-18
申请号：US11391864
申请日：2006-03-29
申请人： Agnes Guerraz , Caroline Privault , Cyril Goutte , Eric Gaussier , Francois Pacull , Jean-Michel Renders
发明人： Agnes Guerraz , Caroline Privault , Cyril Goutte , Eric Gaussier , Francois Pacull , Jean-Michel Renders
IPC分类号： G06F7/00 , G06F17/00
CPC分类号： G06F17/30705 , G06K9/6219 , Y10S707/99942
摘要： A probabilistic clustering system is defined at least in part by probabilistic model parameters indicative of word counts, ratios, or frequencies characterizing classes of the clustering system. An association of one or more documents in the probabilistic clustering system is changed from one or more source classes to one or more destination classes. Probabilistic model parameters characterizing classes affected by the changed association are locally updated without updating probabilistic model parameters characterizing classes not affected by the changed association.
摘要翻译：概率聚类系统至少部分地由指示表征群集系统的类的字数，比率或频率的概率模型参数定义。概率聚类系统中的一个或多个文档的关联从一个或多个源类改变为一个或多个目的地类。表征受改变的关联影响的类的概率模型参数在本地更新，而不更新表征不受改变的关联影响的类的概率模型参数。

5. 发明授权

US07630977B2 Categorization including dependencies between different category systems 有权
标题翻译：分类包括不同类别系统之间的依赖关系
公开(公告)号：US07630977B2
公开(公告)日：2009-12-08
申请号：US11170033
申请日：2005-06-29
申请人： Eric Gaussier , Jean-Michel Renders , Cyril Goutte , Caroline Privault
发明人： Eric Gaussier , Jean-Michel Renders , Cyril Goutte , Caroline Privault
IPC分类号： G06F17/30
CPC分类号： G06F17/30038 , G06F17/30705 , Y10S707/99935 , Y10S707/99937
摘要： In categorizing an object respective to at least two categorization dimensions each defined by a plurality of categories, a probability value indicative of the object is determined for each category of each categorization dimension. A categorization label for the object is selected respective to each categorization dimension based on (i) the determined probability values of the categories of that categorization dimension and (ii) the determined probability values of categories of at least one other of the at least two categorization dimensions.
摘要翻译：在对对应于由多个类别定义的至少两个分类维度的对象进行分类中，针对每个分类维度的每个类别确定指示对象的概率值。基于（i）确定的分类维度的类别的概率值和（ii）所确定的至少两个分类中的至少另一个的类别的概率值，对于每个分类维度分别选择对象的分类标签尺寸。

6. 发明申请

US20070005639A1 Categorization including dependencies between different category systems 有权
标题翻译：分类包括不同类别系统之间的依赖关系
公开(公告)号：US20070005639A1
公开(公告)日：2007-01-04
申请号：US11170033
申请日：2005-06-29
申请人： Eric Gaussier , Jean-Michel Renders , Cyril Goutte , Caroline Privault
发明人： Eric Gaussier , Jean-Michel Renders , Cyril Goutte , Caroline Privault
IPC分类号： G06F7/00
CPC分类号： G06F17/30038 , G06F17/30705 , Y10S707/99935 , Y10S707/99937
摘要： In categorizing an object respective to at least two categorization dimensions each defined by a plurality of categories, a probability value indicative of the object is determined for each category of each categorization dimension. A categorization label for the object is selected respective to each categorization dimension based on (i) the determined probability values of the categories of that categorization dimension and (ii) the determined probability values of categories of at least one other of the at least two categorization dimensions.
摘要翻译：在对对应于由多个类别定义的至少两个分类维度的对象进行分类中，针对每个分类维度的每个类别确定指示对象的概率值。基于（i）确定的分类维度的类别的概率值和（ii）所确定的至少两个分类中的至少另一个的类别的概率值，对于每个分类维度分别选择对象的分类标签尺寸。

7. 发明授权

US09189473B2 System and method for resolving entity coreference 有权
标题翻译：解决实体协同的系统和方法
公开(公告)号：US09189473B2
公开(公告)日：2015-11-17
申请号：US13475250
申请日：2012-05-18
申请人： Matthias Gallé , Jean-Michel Renders , Guillaume Jacquet
发明人： Matthias Gallé , Jean-Michel Renders , Guillaume Jacquet
IPC分类号： G06F17/30 , G06F17/27
CPC分类号： G06F17/278 , G06F17/2795
摘要： A method and a system for coreference resolution are provided. The method includes receiving a set of document clusters, each cluster in the set of document clusters including a set of text documents. Instances of each of a set of candidate named entities are identified in the document clusters. For a pairs of the candidate named entities, at least one socio-temporal feature is computed that is based on the similarity of the distributions of identified instances of the respective candidate name entities among the document clusters. A decision for merging for the candidate named entities into a common real named entity is based on the socio-temporal features.
摘要翻译：提供了一种解决方案和系统。该方法包括接收一组文档集群，每组文档集群中的每个集群包括一组文本文档。一组候选命名实体中的每一个的实例在文档集群中被识别。对于一对候选命名实体，计算至少一个社会时间特征，其基于文档簇中相应候选名称实体的所识别实例的分布的相似性。将候选名称实体合并为一个共同的真实命名实体的决定是基于社会时间特征。

8. 发明授权

US08892562B2 Categorization of multi-page documents by anisotropic diffusion 有权
标题翻译：通过各向异性扩散分类多页文档
公开(公告)号：US08892562B2
公开(公告)日：2014-11-18
申请号：US13558814
申请日：2012-07-26
申请人： Jean-Michel Renders , François Ragnet , Damien Cramet
发明人： Jean-Michel Renders , François Ragnet , Damien Cramet
IPC分类号： G06F17/30
CPC分类号： G06F17/30265 , G06F17/30256 , G06K9/00483
摘要： A computer implemented system and method are provided for refining category scores for pages of a sequence of document pages that potentially includes document boundaries. The method uses initial category scores provided by a categorizer that considers one page at a time or concatenated pairs of pages (called bipages). The category scores represent the probability that a page belongs to a particular category. The method uses anisotropic diffusion to refine the initial page category scores using the scores of neighboring pages as a function of the probability that there is a boundary between the pages. The method may be performed iteratively.
摘要翻译：提供了一种计算机实现的系统和方法，用于对可能包括文档边界的文档页面序列的页面的类别分数进行细化。该方法使用由分类程序提供的初始类别分数，该分类程序一次考虑一个页面或连接的页面对（称为“比较”）。类别分数表示页面属于特定类别的概率。该方法使用各向异性扩散来使用相邻页面的分数来优化初始页面类别分数，作为页面之间存在边界的概率的函数。可以迭代地执行该方法。

9. 发明授权

US08165974B2 System and method for assisted document review 有权
标题翻译：辅助文件审查的系统和方法
公开(公告)号：US08165974B2
公开(公告)日：2012-04-24
申请号：US12479972
申请日：2009-06-08
申请人： Caroline Privault , Jacki O'Neill , Jean-Michel Renders , Victor Ciriza , Yves Hoppenot
发明人： Caroline Privault , Jacki O'Neill , Jean-Michel Renders , Victor Ciriza , Yves Hoppenot
IPC分类号： G06F15/18 , G06F5/00 , G06F17/00
CPC分类号： G06N5/043 , G06Q10/10 , G06Q50/18
摘要： A system and method for reviewing documents are provided. A collection of documents is portioned into sets of documents for review by a plurality of reviewers. For each set, documents in the set are displayed on a display device for review by a reviewer and temporarily organized through grouping and sorting. The reviewer's labels for the displayed documents are received. Based on the reviewer's labels, a class from a plurality of classes is assigned to each of the reviewed documents. A classifier model stored in computer memory is progressively trained, based on features extracted from the reviewed documents in the set and their assigned classes. Prior to review of all documents in the set, a calculated subset of documents for which the classifier model assigns a class different from the one assigned based on the reviewer's label is returned for a second review by a reviewer. Models generated from one or more other document sets can be used to assess the review of a first of the sets.
摘要翻译：提供了一种审查文件的系统和方法。一组文件分为多组文件供多位评审员审阅。对于每个集合，集合中的文档显示在显示设备上，供审阅者查看，并通过分组和排序进行临时组织。接收到显示文件的审阅者标签。根据审阅者的标签，将来自多个类的课程分配给每个经审查的文档。存储在计算机存储器中的分类器模型基于从集合中的经审查的文档及其分配的类中提取的特征而逐渐训练。在审查集合中的所有文档之前，返回分类器模型分配与基于审阅者标签分配的类别不同的类别的文档的计算子集，供审阅者进行第二次审阅。可以使用从一个或多个其他文档集生成的模型来评估第一组的审查。

10. 发明申请

US20140032558A1 CATEGORIZATION OF MULTI-PAGE DOCUMENTS BY ANISOTROPIC DIFFUSION 有权
标题翻译：通过各向异性扩散分类多页文件
公开(公告)号：US20140032558A1
公开(公告)日：2014-01-30
申请号：US13558814
申请日：2012-07-26
申请人： Jean-Michel Renders , François Ragnet , Damien Cramet
发明人： Jean-Michel Renders , François Ragnet , Damien Cramet
IPC分类号： G06F17/30
CPC分类号： G06F17/30265 , G06F17/30256 , G06K9/00483
摘要： A computer implemented system and method are provided for refining category scores for pages of a sequence of document pages that potentially includes document boundaries. The method uses initial category scores provided by a categorizer that considers one page at a time or concatenated pairs of pages (called bipages). The category scores represent the probability that a page belongs to a particular category. The method uses anisotropic diffusion to refine the initial page category scores using the scores of neighboring pages as a function of the probability that there is a boundary between the pages. The method may be performed iteratively.
摘要翻译：提供了一种计算机实现的系统和方法，用于对可能包括文档边界的文档页面序列的页面的类别分数进行细化。该方法使用由分类程序提供的初始类别分数，该分类程序一次考虑一个页面或连接的页面对（称为“比较”）。类别分数表示页面属于特定类别的概率。该方法使用各向异性扩散来使用相邻页面的分数来优化初始页面类别分数，作为页面之间存在边界的概率的函数。可以迭代地执行该方法。

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