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AUTOMATIC APPLICATION PROGRAM INTERFACE (API) SELECTOR FOR UNSUPERVISED NATURAL LANGUAGE PROCESSING (NLP) INTENT CLASSIFICATION
AUTOMATIC APPLICATION PROGRAM INTERFACE (API) SELECTOR FOR UNSUPERVISED NATURAL LANGUAGE PROCESSING (NLP) INTENT CLASSIFICATION
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机译:自动应用程序接口(API)选择用于无监督的自然语言处理(NLP)意图分类
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摘要
Improved intelligent personal assistant (IPA) software agents are disclosed that are configured to interact with various people, service providers, files, and/or smart devices. More particularly, this disclosure relates to an improved Natural Language Processing (NLP) Intent Determination Service (IDS) that is able to determine the likely best action to take in response to generic user commands and queries. The disclosed NLP IDS automatically selects valid (or potentially valid) API paths (e.g., sequence of API calls) to produce desired actions. Associated system actions and known API sequencing rules may then be used to process the incoming user command or query. A feedback loop is also disclosed to identify newly available APIs and success criteria for selected API paths. Discovery of API paths may be performed using predefined information, monitored information, programmatically determined interfaces, and programmatically tested interfaces. A directed graph model may be used to represent potential API paths.
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