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公开(公告)号：US11934787B2
公开(公告)日：2024-03-19
申请号：US17243694
申请日：2021-04-29
发明人： Yara Rizk , Shubham Agarwal , Yasaman Khazaeni , Calvin Phung
IPC分类号： G06F40/279 , G06F18/22 , G06F40/30 , G06N20/00 , H04L51/04
CPC分类号： G06F40/30 , G06F18/22 , G06F40/279 , G06N20/00 , H04L51/04
摘要： Computer-implemented methods, computer program products, and computer systems for improving intent determination in a messaging dialog manager system. The computer-implemented method for improving intent determination in a messaging dialog manager system may include one or more processors configured for receiving first agent entry data corresponding to a first agent communicating in a messaging dialog interface, determining that the first agent entry data expects a response that is within a first response domain, determining that a first user entry entered in the messaging dialog interface is not within the first response domain. Further, the computer-implemented may include identifying a second agent configured with a second response domain that includes the first user entry and transmitting the first user entry to the second agent to facilitate a seamless transition of an established communicational flow between the first agent and a first user.
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公开(公告)号：US20230081598A1
公开(公告)日：2023-03-16
申请号：US17472250
申请日：2021-09-10
发明人： Yara Rizk , Zilu Tang , Yasaman Khazaeni , Vatche Isahagian
IPC分类号： G06F16/33 , G06F16/338 , G06F40/30 , G06T11/20 , G06F40/169 , G06F40/284
摘要： A data visualization method, system, and computer program product that includes identifying an intent from a natural language query in a conversation with a conversational system, utilizing verbiage from the natural language query and the intent to determine one or more data columns for visualization of results of the natural language query, and displaying a visualization of the determined one or more data columns.
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公开(公告)号：US11580416B2
公开(公告)日：2023-02-14
申请号：US16540906
申请日：2019-08-14
发明人： Matthew Davis , Marco Patricio Crasso , Yasaman Khazaeni , Praveen C. Ravichandran , Werner Geyer
摘要： Using a natural language analysis, it is determined that a compendium requires a natural language response to a natural language query, the compendium comprising a set of stored natural language responses to natural language queries. A relevance of a portion of narrative text to the natural language query is scored according to a query relevance measure, the portion extracted from a corpus of narrative text. The compendium is enhanced according to the query relevance score with information in the portion.
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公开(公告)号：US20220309240A1
公开(公告)日：2022-09-29
申请号：US17210902
申请日：2021-03-24
发明人： Yara Rizk , Vatche Isahagian , Yasaman Khazaeni , Scott Boag , Falk Pollok
摘要： A conversational interface generation method, system, and computer program product that includes determining a conversational artifact for a computer program from a specification of the computer program and generating a conversational interface for the computer program based on the conversational artifact for the computer program included in the specification.
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公开(公告)号：US20240220898A1
公开(公告)日：2024-07-04
申请号：US18147802
申请日：2022-12-29
IPC分类号： G06Q10/0633 , G06F9/48
CPC分类号： G06Q10/0633 , G06F9/4881
摘要： Embodiments of the invention are directed to a programmable computer system that includes a processor system operable to perform processor system operations. The processor system operations include using a workflow composer to perform an automated workflow composition process that generates a composed workflow that is operable to, when executed by a host device, satisfy a target logical goal. Performing the automated workflow composition process includes using a workflow-metric model to control the automated workflow composition process such that the composed workflow is operable to, when executed by the host device, satisfy the target logical goal in a manner that optimizes a target metric goal. The target metric goal quantifies a performance feature of the composed workflow.
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公开(公告)号：US11748559B2
公开(公告)日：2023-09-05
申请号：US17210902
申请日：2021-03-24
发明人： Yara Rizk , Vatche Isahagian , Yasaman Khazaeni , Scott Boag , Falk Pollok
摘要： A conversational interface generation method, system, and computer program product that includes determining a conversational artifact for a computer program from a specification of the computer program and generating a conversational interface for the computer program based on the conversational artifact for the computer program included in the specification.
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公开(公告)号：US11645097B2
公开(公告)日：2023-05-09
申请号：US17183744
申请日：2021-02-24
IPC分类号： G06F9/455 , G06F9/445 , G06F40/274
CPC分类号： G06F9/45512 , G06F9/44526 , G06F40/274
摘要： The present disclosure describes systems and methods for a command line interface with artificial intelligence integration. Embodiments of the disclosure provide a command line orchestration component (e.g., including a reinforcement learning model) that provides a generic command line interface environment (e.g., that researchers can interface using a simple sense-act application programming interface (API)). For instance, a command line orchestration component receives commands (e.g., text input) from a user via a command line interface, and the command line orchestration component can identify command line plugins and candidate response from the command line plugins. Further, the command line orchestration component may select a response from the candidate responses based on user preferences, user characteristics, etc., thus providing a generic command line interface environment for various users (e.g., including artificial intelligence developers and researchers).
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公开(公告)号：US20220327449A1
公开(公告)日：2022-10-13
申请号：US17226357
申请日：2021-04-09
发明人： Tathagata Chakraborti , Sarath Sreedharan , Shubham Agarwal , Yasaman Khazaeni , Yara Rizk , Vatche Isahagian
摘要： An optimization method, system, and computer program product for a number of tasks within a business process that can be automated that includes receiving access to an electronic representation of the business process, optimizing the business process to develop an optimized business process, displaying the optimized business process as a storyboard using storyboarding, and receiving an edit of the optimized business process, and automatically making a further edit to the optimized business process.
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公开(公告)号：US11836615B2
公开(公告)日：2023-12-05
申请号：US16576927
申请日：2019-09-20
发明人： Kristjan Herbert Greenewald , Mikhail Yurochkin , Mayank Agarwal , Soumya Ghosh , Trong Nghia Hoang , Yasaman Khazaeni
摘要： In federated learning problems, data is scattered across different servers and exchanging or pooling it is often impractical or prohibited. A Bayesian nonparametric framework is presented for federated learning with neural networks. Each data server is assumed to provide local neural network weights, which are modeled through our framework. An inference approach is presented that allows us to synthesize a more expressive global network without additional supervision, data pooling and with as few as a single communication round. The efficacy of the present invention on federated learning problems simulated from two popular image classification datasets is shown.
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公开(公告)号：US11508480B2
公开(公告)日：2022-11-22
申请号：US16554344
申请日：2019-08-28
摘要： A feature vector characterizing a system to be analyzed via online partially rewarded machine learning is obtained. Based on the feature vector, a decision is made, via the machine learning, using an online policy. The system is observed for environmental feedback. In at least a first instance, wherein the observing indicates that the environmental feedback is available, the environmental feedback is obtained. In at least a second instance, wherein the observing indicates that the environmental feedback is missing, the environmental feedback is imputed via an online imputation method. the online policy is updated based on results of the obtained environmental feedback and the online imputation method. A decision is output based on the updated online policy.
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