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公开(公告)号：US09720982B2
公开(公告)日：2017-08-01
申请号：US15219361
申请日：2016-07-26
CPC分类号： G06F17/3053 , G06F17/30011 , G06F17/30554 , G06F17/30654 , G06F17/30675 , G06F17/30867 , G06F17/30958
摘要： A method for natural language search for variables is provided. The method may include searching an index using key words from a user's natural language question and the context of the user's question. The index may reference variables and/or web service calls in a domain model. The method may also include saving documents obtained in response to the search. The method may also include mapping each of the documents as a node into an object graph. Each node may be associated with a parent node, except when the node is a root node. The method may also include identifying the root node of each document. The method may also include identifying the path of each node from the node to the node's root node. The method may also include identifying matching paths. Each matching path may provide an answer to the user's question.
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公开(公告)号：US20160335267A1
公开(公告)日：2016-11-17
申请号：US15219361
申请日：2016-07-26
IPC分类号： G06F17/30
CPC分类号： G06F17/3053 , G06F17/30011 , G06F17/30554 , G06F17/30654 , G06F17/30675 , G06F17/30867 , G06F17/30958
摘要： A method for natural language search for variables is provided. The method may include searching an index using key words from a user's natural language question and the context of the user's question. The index may reference variables and/or web service calls in a domain model. The method may also include saving documents obtained in response to the search. The method may also include mapping each of the documents as a node into an object graph. Each node may be associated with a parent node, except when the node is a root node. The method may also include identifying the root node of each document. The method may also include identifying the path of each node from the node to the node's root node. The method may also include identifying matching paths. Each matching path may provide an answer to the user's question.
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公开(公告)号：US20150324455A1
公开(公告)日：2015-11-12
申请号：US14271571
申请日：2014-05-07
IPC分类号： G06F17/30
CPC分类号： G06F17/3053 , G06F17/30011 , G06F17/30554 , G06F17/30654 , G06F17/30675 , G06F17/30867 , G06F17/30958
摘要： A method for natural language search for variables is provided. The method may include searching an index using key words from a user's natural language question and the context of the user's question. The index may reference variables and/or web service calls in a domain model. The method may also include saving documents obtained in response to the search. The method may also include mapping each of the documents as a node into an object graph. Each node may be associated with a parent node, except when the node is a root node. The method may also include identifying the root node of each document. The method may also include identifying the path of each node from the node to the node's root node. The method may also include identifying matching paths. Each matching path may provide an answer to the user's question.
摘要翻译： 提供了一种用于自然语言搜索变量的方法。 该方法可以包括使用来自用户的自然语言问题的关键词和用户问题的上下文来搜索索引。 索引可以引用域模型中的变量和/或Web服务调用。 该方法还可以包括保存响应于搜索而获得的文档。 该方法还可以包括将每个文档作为节点映射到对象图中。 每个节点可以与父节点相关联，除非节点是根节点。 该方法还可以包括识别每个文档的根节点。 该方法还可以包括从节点到节点的根节点识别每个节点的路径。 该方法还可以包括识别匹配路径。 每个匹配路径可以提供用户问题的答案。
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公开(公告)号：US10943185B1
公开(公告)日：2021-03-09
申请号：US16167811
申请日：2018-10-23
发明人： David H. Witting , Maruthi Z Shanmugam , Jamaal C. Long , Matthew Hsieh , Luis Gerardo Mojica de la Vega , Viju Kothuvatiparambil , Mahalakshmi Chandra Sekaran , Donatus Asumu , Karen Trevino
IPC分类号： G06N20/00 , G06F9/451 , G06F16/2457
摘要： Aspects of the disclosure relate to supervised machine-learning (“ML”) training platforms for artificial intelligence (“AI”) computer systems. The ML training platform may include isolated update testing. The isolated update testing may feature a plurality of environments with various levels of isolation. The ML training platform may also include bi-directional channels for controlled update propagation.
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公开(公告)号：US10650812B2
公开(公告)日：2020-05-12
申请号：US16101734
申请日：2018-08-13
IPC分类号： G10L15/197 , G10L15/26 , G10L15/30 , H04M3/493 , H04M3/51 , G06F16/33 , G06F16/9535 , G06F16/903 , G06F40/289
摘要： A system for extracting verifiable entities from a user-utterance received on an automated calling service is provided. The system may include a receiver configured to receive a user-utterance, a processor and a non-transitory computer-readable media comprising computer-executable instructions. The processor may be configured to execute the instructions which, canonicalize the user-utterance into a plurality of tokens, determine the number of tokens of the user-utterance, and generate, using a sliding-window protocol, a comprehensive number of n-gram sequences from the user-utterance. The processor may be configured to process a plurality of threads of execution that may include a series of actions executed on the n-gram sequences to identify and extract verified entities from the user-utterance.
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公开(公告)号：US09424344B2
公开(公告)日：2016-08-23
申请号：US14271571
申请日：2014-05-07
IPC分类号： G06F17/30
CPC分类号： G06F17/3053 , G06F17/30011 , G06F17/30554 , G06F17/30654 , G06F17/30675 , G06F17/30867 , G06F17/30958
摘要： A method for natural language search for variables is provided. The method may include searching an index using key words from a user's natural language question and the context of the user's question. The index may reference variables and/or web service calls in a domain model. The method may also include saving documents obtained in response to the search. The method may also include mapping each of the documents as a node into an object graph. Each node may be associated with a parent node, except when the node is a root node. The method may also include identifying the root node of each document. The method may also include identifying the path of each node from the node to the node's root node. The method may also include identifying matching paths. Each matching path may provide an answer to the user's question.
摘要翻译： 提供了一种用于自然语言搜索变量的方法。 该方法可以包括使用来自用户的自然语言问题的关键词和用户问题的上下文来搜索索引。 索引可以引用域模型中的变量和/或Web服务调用。 该方法还可以包括保存响应于搜索而获得的文档。 该方法还可以包括将每个文档作为节点映射到对象图中。 每个节点可以与父节点相关联，除非节点是根节点。 该方法还可以包括识别每个文档的根节点。 该方法还可以包括从节点到节点的根节点识别每个节点的路径。 该方法还可以包括识别匹配路径。 每个匹配路径可以提供用户问题的答案。
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公开(公告)号：US20190362710A1
公开(公告)日：2019-11-28
申请号：US15987079
申请日：2018-05-23
IPC分类号： G10L15/10 , G06F17/16 , G10L15/197 , G10L15/28
摘要： Apparatus for mapping a user utterance onto a plurality of intents is provided. The apparatus may include an intent training database that includes a plurality of tokens and intents. The apparatus may include a processor. The processor may utilize a token-intent map to generate a token-row map and an intent-column map. The processor may map the plurality of tokens onto a token-intent matrix. The processor may generate a token-cognitive matrix, a cognitive-comprehension matrix and an intent-cognitive matrix from the decomposition. The cognitive-comprehension matrix may be the space of entanglement between the token-cognitive matrix and the intent-cognitive matrix. The processor may reduce the rank of the cognitive-comprehension matrix. The processor may compute a plurality of token vectors from a computation of the token-cognitive matrix and the cognitive-comprehension matrix. The processor may compute a plurality of intent-cognitive vectors from a computation of the cognitive-comprehension matrix and the intent-cognitive matrix.
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公开(公告)号：US09961200B1
公开(公告)日：2018-05-01
申请号：US15471630
申请日：2017-03-28
IPC分类号： H04M11/00 , H04M3/493 , G10L15/26 , G10L25/90 , G10L25/63 , G10L15/22 , G06F17/27 , H04M1/64
CPC分类号： H04M3/4936 , G06F17/2785 , G10L15/22 , G10L15/265 , G10L25/63 , G10L25/90 , G10L2015/223
摘要： A method for utilizing a multi-intent matrix is provided. The method may be used to avoid a derived intent collision while determining correct intent of a human-voice-telephone query. The method may include receiving a telephone call at the voice response system. The method may include responding to the telephone call at the voice response system. The response may include prompting a human caller to utter a reason for the telephone call. The human caller may be associated with the telephone call. The method may include receiving a human-voice-telephone-query-utterance at the voice response system. The method may include translating the human-voice-telephone-query-utterance into a text string. The translating may occur at the voice response system or a translation module. The method may include analyzing the text string utilizing a group of parameters. The method may include re-analyzing the text string utilizing a group of parameters set to custom values.
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公开(公告)号：US09734254B2
公开(公告)日：2017-08-15
申请号：US14595296
申请日：2015-01-13
发明人： Viju Kothuvatiparambil , Stephen L. Yeager , Marco A. Ramirez , Ramakrishna R. Yannam , David H. Witting
IPC分类号： G06F17/30
CPC分类号： G06F17/30876 , G06F17/3064 , G06F17/3097
摘要： An apparatus for automatic completion of an entry into an input field is provided. The apparatus may include a webpage. The webpage may include a search box. The search box may include a user input field. The apparatus may further include a processor and a machine-readable memory. When a user begins to type a query into the user input box, the processor may be configured to complete, pending user confirmation, the user's query. The completion may be based, for example, on information stored on the machine-readable memory pertaining to the user. The information may be available to an authorized accessor of the machine-readable memory via a secure communications channel. However, the information may be restricted from the user's access via a communications channel associated with the user.
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10.发明申请公开(公告)号：US20160205070A1
公开(公告)日：2016-07-14
申请号：US14595296
申请日：2015-01-13
发明人： Viju Kothuvatiparambil , Stephen L. Yaeger , Marco A. Ramirez , Ramakrishna R. Yannam , David H. Witting
CPC分类号： G06F17/30876 , G06F17/3064 , G06F17/3097
摘要： An apparatus for automatic completion of an entry into an input field is provided. The apparatus may include a webpage. The webpage may include a search box. The search box may include a user input field. The apparatus may further include a processor and a machine-readable memory. When a user begins to type a query into the user input box, the processor may be configured to complete, pending user confirmation, the user's query. The completion may be based, for example, on information stored on the machine-readable memory pertaining to the user. The information may be available to an authorized accessor of the machine-readable memory via a secure communications channel. However, the information may be restricted from the user's access via a communications channel associated with the user.
摘要翻译： 提供一种用于自动完成输入字段的输入的装置。 该装置可以包括网页。 该网页可以包括搜索框。 搜索框可以包括用户输入字段。 该装置还可以包括处理器和机器可读存储器。 当用户开始在用户输入框中键入查询时，可以将处理器配置为完成用户的查询等待用户确认。 完成可以例如基于存储在与用户有关的机器可读存储器上的信息。 该信息可以经由安全通信信道用于机器可读存储器的授权访问器。 然而，可以通过与用户相关联的通信信道来限制用户的访问信息。
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