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21. 发明授权

US08527262B2 Systems and methods for automatic semantic role labeling of high morphological text for natural language processing applications 有权
标题翻译：用于自然语言处理应用的高形态文本的自动语义角色标记的系统和方法
公开(公告)号：US08527262B2
公开(公告)日：2013-09-03
申请号：US11767104
申请日：2007-06-22
申请人： Nandakishore Kambhatla , Imed Zitouni
发明人： Nandakishore Kambhatla , Imed Zitouni
IPC分类号： G06F17/28
CPC分类号： G06F17/2785 , G06F17/277
摘要： Systems and methods are provided for automated semantic role labeling for languages having complex morphology. In one aspect, a method for processing natural language text includes receiving as input a natural language text sentence comprising a sequence of white-space delimited words including inflicted words that are formed of morphemes including a stem and one or more affixes, identifying a target verb as a stem of an inflicted word in the text sentence, grouping morphemes from one or more inflicted words with the same syntactic role into constituents, and predicting a semantic role of a constituent for the target verb.
摘要翻译：为具有复杂形态的语言提供了自动语义角色标签的系统和方法。在一个方面，一种用于处理自然语言文本的方法包括接收包括一系列白空格限定词的自然语言文本句子作为输入，所述单词包括由包括词干和一个或多个词缀的语素形成的受影响词，标识目标动词作为文本句中的一个词语的句子，将来自一个或多个具有相同句法角色的词语的语素分成三方成员，并且将目标动词的成分的语义角色预测出来。

22. 发明申请

US20120123956A1 SYSTEMS AND METHODS FOR MATCHING CANDIDATES WITH POSITIONS BASED ON HISTORICAL ASSIGNMENT DATA 审中-公开
标题翻译：基于历史指配数据与位置匹配候选人的系统和方法
公开(公告)号：US20120123956A1
公开(公告)日：2012-05-17
申请号：US12944868
申请日：2010-11-12
申请人： Vijil Enara Chenthamarakshan , Nandakishore Kambhatla , Rose Catherine Kanjiranthinkal , Amit Kumar Rambachan Singh , Karthik Visweswariah
发明人： Vijil Enara Chenthamarakshan , Nandakishore Kambhatla , Rose Catherine Kanjiranthinkal , Amit Kumar Rambachan Singh , Karthik Visweswariah
IPC分类号： G06Q10/00
CPC分类号： G06Q10/10 , G06Q10/1053
摘要： Systems and associated methods for matching candidates with positions through an automated scoring and ranking process utilizing a scoring function based on previous assignments. The ranking of candidates includes identifying the position requirements, mining relevant candidate information, prioritizing mined information based upon past assignments, and ranking candidates based on how well they match the position requirements. The systems and methods are applicable for use in different environments, including online job portals, recruiting services, and by company human resource departments.
摘要翻译：系统和相关方法，通过使用基于先前分配的评分函数的自动评分和排序过程来匹配候选人与职位。候选人的排名包括确定职位要求，挖掘相关的候选人信息，根据过去的任务确定挖掘的信息的优先次序，以及根据他们与职位要求的匹配程度排列候选人。系统和方法适用于不同环境，包括在线工作门户，招聘服务以及公司人力资源部门。

23. 发明申请

US20080222511A1 Method and Apparatus for Annotating a Document 审中-公开
标题翻译：注释文件的方法和装置
公开(公告)号：US20080222511A1
公开(公告)日：2008-09-11
申请号：US12061244
申请日：2008-04-02
申请人： Nandakishore Kambhatla , Salim Estephan Roukos
发明人： Nandakishore Kambhatla , Salim Estephan Roukos
IPC分类号： G06F17/00
CPC分类号： G06F17/218 , G06F17/2247 , G06F17/241 , G06F17/278
摘要： Methods and apparatus are provided for annotating documents with one or more of entities, events and relations. Documents are annotated by presenting the document to a user; presenting the user with a list of possible entity types, wherein the list of possible entity types is configurable; and obtaining at least one mention annotation that associates a selected phrase in the document with one of the possible entity types. The selected phrase can be presented to the user, for example, based on one or more presentation rules associated with the associated entity type. The method can be implemented, for example, in a client-server configuration where a browser communicates with a remote server. A document can also be annotated by presenting the document to a user; presenting the user with a list of possible relation types, wherein the list of possible relation types is configurable; receiving at least two mention annotations from the user that each associate a selected phrase in the document with a entity type; and obtaining a relation annotation, wherein the relation annotation specifies a relation type between the at least two mention annotations.
摘要翻译：提供了用于用一个或多个实体，事件和关系来注释文档的方法和装置。通过向用户呈现文档来注释文档; 向用户呈现可能的实体类型的列表，其中可能的实体类型的列表是可配置的; 以及获得将文档中的所选短语与可能的实体类型之一相关联的至少一个提及注释。所选择的短语可以例如基于与关联的实体类型相关联的一个或多个呈现规则来呈现给用户。该方法可以例如在浏览器与远程服务器通信的客户端 - 服务器配置中实现。还可以通过向用户呈现文档来注释文档; 向用户呈现可能的关系类型的列表，其中可能的关系类型的列表是可配置的; 从所述用户接收至少两个提及注释，每个所述注释与所述文档中的所选短语与实体类型相关联; 以及获得关系注释，其中所述关系注释指定所述至少两个提及注释之间的关系类型。

24. 发明授权

US06829603B1 System, method and program product for interactive natural dialog 有权
标题翻译：用于交互式自然对话的系统，方法和程序产品
公开(公告)号：US06829603B1
公开(公告)日：2004-12-07
申请号：US09496615
申请日：2000-02-02
申请人： Joyce Yue Chai , Sunil Subramanyam Govindappa , Nandakishore Kambhatla , Tetsunosuke Fujisaki , Catherine G. Wolf , Dragomir Radkov Radev , Yiming Ye , Wlodek Zadrozny
发明人： Joyce Yue Chai , Sunil Subramanyam Govindappa , Nandakishore Kambhatla , Tetsunosuke Fujisaki , Catherine G. Wolf , Dragomir Radkov Radev , Yiming Ye , Wlodek Zadrozny
IPC分类号： G06F1730
CPC分类号： G06F17/30684 , Y10S707/99935
摘要： This patent describes a novel system, method, and program product that are used in interactive natural language dialog. One or more presentation managers operating on a computer system present information from the computer system to one or more users over network interface(s) and accept queries from the users using one or more known input/output modalities (e.g. Speech, typed in text, pointing devices, etc.). A natural language parser parses one or more natural language phrases received over one or more of the network interfaces by one or more of the presentation managers into one or more logical forms (parsed user input), each logical form having a grammatical and structural organization. A dialog manager module maintains and directs interactive sessions between each of the users and the computer system. The dialog manager receives logical forms from one or more of the presentation managers and sends these to a taxonomical mapping process which matches the items of interest to the user against the content organization in the content database to match business categories and sends modified logical forms back to the dialog manager.
摘要翻译：该专利描述了在交互式自然语言对话中使用的新颖的系统，方法和程序产品。在计算机系统上操作的一个或多个演示管理器通过网络接口将信息从计算机系统呈现给一个或多个用户，并且使用一个或多个已知的输入/输出模式接收来自用户的查询（例如，以文本形式输入的语音，指点设备等）。自然语言解析器通过一个或多个呈现管理器的一个或多个网络接口将一个或多个自然语言短语解析成一个或多个逻辑形式（解析的用户输入），每个逻辑形式具有语法和结构组织。对话管理器模块维护并指导每个用户和计算机系统之间的交互式会话。对话管理器从一个或多个呈现管理器接收逻辑形式，并将它们发送到分类映射过程，其将用户对感兴趣的项目与内容数据库中的内容组织进行匹配，以匹配业务类别，并将修改后的逻辑表单发送回对话管理器。

25. 发明授权

US06704394B1 System and method for accessing voice mail from a remote server 失效
标题翻译：用于从远程服务器访问语音邮件的系统和方法
公开(公告)号：US06704394B1
公开(公告)日：2004-03-09
申请号：US09047722
申请日：1998-03-25
申请人： Nandakishore Kambhatla , Maroun Touma , Catherine Gody Wolf , Wlodek Wlodzimierz Zadrozny
发明人： Nandakishore Kambhatla , Maroun Touma , Catherine Gody Wolf , Wlodek Wlodzimierz Zadrozny
IPC分类号： H04M164
CPC分类号： H04M3/533 , H04M2203/2016 , H04M2203/253 , H04M2203/4509
摘要： The invention is directed towards an automated system for extracting voice messages from a voice mail system and for providing unified access to voice mail and electronic mail or voice mail and the internet. For a given user, a voice mail remote access server connects to the user's voice mail system through a telephone or data network, and uses speech recognition and understanding to navigate through the prompts of the voice mail system and extract the user's voice mail. Depending upon the access mechanism preferred by the user, the voice messages are sent as e-mail messages with attachments (audio files) to the user or made accessible to the user's world wide web server or displayed to the user using a stand-alone voice mail player application.
摘要翻译：本发明涉及一种用于从语音邮件系统提取语音消息并用于提供对语音邮件和电子邮件或语音邮件和互联网的统一访问的自动化系统。对于给定用户，语音邮件远程访问服务器通过电话或数据网络连接到用户的语音邮件系统，并且使用语音识别和理解来导航语音邮件系统的提示并提取用户的语音邮件。取决于用户优选的访问机制，语音消息作为具有附件（音频文件）的电子邮件发送给用户或使得用户的万维网服务器可访问或者使用独立语音显示给用户邮件播放器应用程序。

26. 发明授权

US06418423B1 Method and apparatus for executing neural network applications on a network of embedded devices 有权
标题翻译：用于在嵌入式设备的网络上执行神经网络应用的方法和装置
公开(公告)号：US06418423B1
公开(公告)日：2002-07-09
申请号：US09239939
申请日：1999-01-29
申请人： Nandakishore Kambhatla , Dimitri Kanevsky , Wlodek Wlodzimierz Zadrozny
发明人： Nandakishore Kambhatla , Dimitri Kanevsky , Wlodek Wlodzimierz Zadrozny
IPC分类号： G06N302
CPC分类号： G06N3/10
摘要： Disclosed is a system and a method for combining the computational resources of numerous embedded devices to enable any of them to perform complex tasks like speech recognition or natural language understanding. A distinguished master device communicates with a network of embedded devices, and organizes them as the nodes of a neural network. To each node (embedded device) in the neural network, the master device sends the activation function for that node and the connectivity pattern for that node. The master device sends the inputs for the network to the distinguished input nodes of the network. During computation, each node computes the activation function of all of its inputs and sends its activation to all the nodes to which it needs to send output to. The outputs of the neural network are sent to the master device. Thus, the network of embedded devices can perform any computation (like speech recognition, natural language understanding, etc.) which can be mapped onto a neural network model.
摘要翻译：公开了一种用于组合许多嵌入式设备的计算资源的系统和方法，以使它们中的任何一个能够执行诸如语音识别或自然语言理解的复杂任务。杰出的主设备与嵌入式设备的网络通信，并将其组织为神经网络的节点。对于神经网络中的每个节点（嵌入式设备），主设备发送该节点的激活功能和该节点的连接模式。主设备将网络的输入发送到网络的不同输入节点。在计算期间，每个节点计算其所有输入的激活函数，并将其激活发送到需要发送输出的所有节点。神经网络的输出被发送到主设备。因此，嵌入式设备的网络可以执行可映射到神经网络模型的任何计算（如语音识别，自然语言理解等）。

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