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公开(公告)号：US11704497B2
公开(公告)日：2023-07-18
申请号：US17015663
申请日：2020-09-09
发明人： Kyle Croutwater , Zhe Zhang , Vikrant Verma , Le Zhang
IPC分类号： G06F40/30 , G06F16/901
CPC分类号： G06F40/30 , G06F16/9024
摘要： In an approach to generating and using a sentence model for answer generation, one or more computer processors ingest a first corpus of a plurality of text sentences. One or more computer processors convert the plurality of text sentences into a plurality of sentence vectors. One or more computer processors group the plurality of sentence vectors into a plurality of sentence clusters, wherein a sentence cluster is composed of sentences that are semantically similar. One or more computer processors receive a second corpus. One or more computer processors determine, for each sentence cluster of the plurality of sentence clusters, a frequency each sentence cluster appears in the second corpus. Based on the determined frequency, one or more computer processors calculate a probability of each sentence cluster of the plurality of sentence clusters. Based on the calculated probabilities, one or more computer processors generate a first sentence model.
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公开(公告)号：US11539650B2
公开(公告)日：2022-12-27
申请号：US16930615
申请日：2020-07-16
IPC分类号： G06F15/16 , H04L51/224 , H04L51/04 , H04L51/216
摘要： A method, system, and computer-usable medium are disclosed for identifying areas to improve an interactive conversational system, such as a chatbot. A stream of stream of conversational interactions C (C1, C2, . . . , Cn) between users and the interactive conversational system is received. An intent clustering model is periodically applied to the stream to form an incremental clustering based on a set of derived intents to form a mapping from a first set of conversational characteristics to a first set of intents and a second set of conversational characteristics to a first set of unclear intents. Information is provided related to the second set of conversation characteristics.
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公开(公告)号：US11521078B2
公开(公告)日：2022-12-06
申请号：US16508000
申请日：2019-07-10
发明人： Kyle Croutwater , Zhe Zhang , Le Zhang , Vikrant Verma
IPC分类号： G10L15/20 , G06N5/02 , G06F16/2455 , G06F40/30
摘要： An approach is provided that receives a question at a question-answering (QA) system. A number of passages are identified that are relevant to the received question. A question knowledge graph is generated that corresponds to the question and a set of passage knowledge graphs are also generated with each passage knowledge graph corresponding to one of the identified passages. Each of the passage knowledge graphs are compared to the question knowledge graph with the comparison resulting in a set of knowledge graph candidate answers (kgCAs). A set of candidate answers (CAs) is computed by the QA with at least one of the CAs being based on one of the kgCAs.
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公开(公告)号：US20210012217A1
公开(公告)日：2021-01-14
申请号：US16508000
申请日：2019-07-10
发明人： Kyle Croutwater , Zhe Zhang , Le Zhang , Vikrant Verma
IPC分类号： G06N5/02 , G06F16/2455
摘要： An approach is provided that receives a question at a question-answering (QA) system. A number of passages are identified that are relevant to the received question. A question knowledge graph is generated that corresponds to the question and a set of passage knowledge graphs are also generated with each passage knowledge graph corresponding to one of the identified passages. Each of the passage knowledge graphs are compared to the question knowledge graph with the comparison resulting in a set of knowledge graph candidate answers (kgCAs). A set of candidate answers (CAs) is computed by the QA with at least one of the CAs being based on one of the kgCAs.
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公开(公告)号：US10198501B2
公开(公告)日：2019-02-05
申请号：US15278151
申请日：2016-09-28
发明人： Kyle L. Croutwater , Vikrant Verma , Le Zhang , Zhe Zhang
摘要： A computer-implemented method generates a candidate answer triple for use in retrieving information used to answer a question. One or more processors parse a question to identify a lexical answer type for the question, a question action for the question, and a question timestamp for the question to make up a question triple. One or more processors retrieve multiple candidate passages for answering the question, and parse each of the multiple candidate passages to identify a candidate entity, a candidate action, and a candidate timestamp from each of the multiple candidate passages to generate a candidate answer triple. One or more processors compare the question triple to the candidate answer triple and establish a match score for each candidate answer triple, which is used in retrieving information used to answer the question.
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公开(公告)号：US09998532B2
公开(公告)日：2018-06-12
申请号：US14056312
申请日：2013-10-17
发明人： Wei Tan , Guohui Wang , Zhe Zhang
IPC分类号： G06F15/173 , H04L29/08 , H04L12/24
CPC分类号： H04L67/1038 , G06F15/173 , H04L41/0803 , H04L41/5025 , H04L41/5054
摘要： A computer program product for provisioning resources in a balanced data transfer pipeline may associate a first requested task with a first category, allocate a first resource of a data path to the first requested task based on the first resource corresponding to the first category; and allocate a second resource as part of the data path to the first requested task based on the second resource corresponding to the first category, wherein the first resource corresponds to a first segment of the data path and the second resource corresponds to a second segment of the data path.
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公开(公告)号：US09275201B2
公开(公告)日：2016-03-01
申请号：US14633901
申请日：2015-02-27
发明人： Han Chen , Nicholas Fuller , Liangzhao Zeng , Zhe Zhang
CPC分类号： G06F21/105 , G06F2221/0775
摘要： Systems and articles of manufacture for execution-based license discovery and optimization include collecting multiple parameters of execution information for one or more software processes on one or more servers in an operating system, mapping the multiple parameters of collected execution information for the one or more software processes to one or more software products, determining usage of a software product in the operating system based on the mapping of the collected multiple parameters of execution information for the one or more software processes to one or more software products, and identifying one or more software product license optimization opportunities based on a comparison of the determined usage of the software product in the operating system and an indication of all installations of the software product in the operating system.
摘要翻译： 用于基于执行的许可证发现和优化的系统和制品包括在操作系统的一个或多个服务器上收集用于一个或多个软件进程的执行信息的多个参数，映射所收集的一个或多个软件的执行信息的多个参数 过程到一个或多个软件产品，基于将所收集的用于一个或多个软件过程的执行信息的多个参数映射到一个或多个软件产品来确定操作系统中的软件产品的使用，以及识别一个或多个软件 基于操作系统中所确定的软件产品使用情况的比较以及操作系统中软件产品的所有安装的指示的产品许可证优化机会。
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公开(公告)号：US09122676B2
公开(公告)日：2015-09-01
申请号：US13650704
申请日：2012-10-12
发明人： Han Chen , Hui Lei , Liangzhao Zeng , Zhe Zhang
CPC分类号： G06F17/30 , G06F17/30289 , G06F21/105 , G06Q30/06 , G06Q2220/18
摘要： Techniques for license reconciliation with multiple license types and restrictions includes grouping a collection of multiple software installation instances, a collection of multiple hardware devices and a collection of multiple software licenses into multiple clusters, generating a reconciliation matrix for each cluster, wherein each row in the reconciliation matrix represents a software installation instance or a hardware device, each column in the reconciliation matrix represents a license type and/or an individual license, and each cell in the reconciliation matrix represents a license requirement and applicability of each software installation instance or hardware device, solving each reconciliation matrix, and generating a license reconciliation plan based on the solved reconciliation matrices.
摘要翻译： 具有多种许可证类型和限制的许可证协调技术包括将多个软件安装实例的集合，多个硬件设备的集合以及多个软件许可证的集合分组到多个集群中，为每个集群生成对帐矩阵，其中 对帐矩阵表示软件安装实例或硬件设备，对帐矩阵中的每个列表示许可证类型和/或单个许可证，并且对帐矩阵中的每个单元表示每个软件安装实例或硬件设备的许可证要求和适用性 ，解决每个对帐矩阵，并基于解决的对帐矩阵生成许可证协调计划。
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公开(公告)号：US09075965B2
公开(公告)日：2015-07-07
申请号：US13970065
申请日：2013-08-19
发明人： Han Chen , Nicholas Fuller , Liangzhao Zeng , Zhe Zhang
CPC分类号： G06F21/105 , G06F2221/0775
摘要： Systems and articles of manufacture for execution-based license discovery and optimization include collecting execution information for one or more software processes on one or more servers in an operating system, mapping the collected execution information for the one or more software processes to one or more software products, determining usage of a software product in the operating system based on the mapping of the collected execution information for the one or more software processes to one or more software products, and identifying one or more software product license optimization opportunities based on a comparison of the determined usage of the software product in the operating system and an indication of all installations of the software product in the operating system.
摘要翻译： 用于基于执行的许可证发现和优化的系统和制品包括收集操作系统中的一个或多个服务器上的一个或多个软件过程的执行信息，将所收集的一个或多个软件过程的执行信息映射到一个或多个软件 产品，基于将所收集的一个或多个软件过程的执行信息映射到一个或多个软件产品来确定操作系统中的软件产品的使用，以及基于对一个或多个软件产品的比较来识别一个或多个软件产品许可证优化机会 在操作系统中确定的软件产品的使用情况以及操作系统中软件产品的所有安装的指示。
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公开(公告)号：US20150169850A1
公开(公告)日：2015-06-18
申请号：US14633901
申请日：2015-02-27
发明人： Han Chen , Nicholas Fuller , Liangzhao Zeng , Zhe Zhang
IPC分类号： G06F21/10
CPC分类号： G06F21/105 , G06F2221/0775
摘要： Systems and articles of manufacture for execution-based license discovery and optimization include collecting multiple parameters of execution information for one or more software processes on one or more servers in an operating system, mapping the multiple parameters of collected execution information for the one or more software processes to one or more software products, determining usage of a software product in the operating system based on the mapping of the collected multiple parameters of execution information for the one or more software processes to one or more software products, and identifying one or more software product license optimization opportunities based on a comparison of the determined usage of the software product in the operating system and an indication of all installations of the software product in the operating system.
摘要翻译： 用于基于执行的许可证发现和优化的系统和制品包括在操作系统的一个或多个服务器上收集用于一个或多个软件进程的执行信息的多个参数，映射所收集的一个或多个软件的执行信息的多个参数 过程到一个或多个软件产品，基于将所收集的用于一个或多个软件过程的执行信息的多个参数映射到一个或多个软件产品来确定操作系统中的软件产品的使用，以及识别一个或多个软件 基于操作系统中所确定的软件产品使用情况的比较以及操作系统中软件产品的所有安装的指示的产品许可证优化机会。
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