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US Patent 11651158 Entity resolution for chatbot conversations

Patent 11651158 was granted and assigned to Salesforce on May, 2023 by the United States Patent and Trademark Office.

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Is a
Patent
Patent
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Patent attributes

Patent Applicant
Salesforce
Salesforce
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Current Assignee
Salesforce
Salesforce
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Patent Jurisdiction
United States Patent and Trademark Office
United States Patent and Trademark Office
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Patent Number
116511580
Patent Inventor Names
Xinyi Yang0
Xugang Ye0
Caiming Xiong0
Chu Hong Hoi0
Feihong Wu0
Huan Wang0
Jin Qu0
Soujanya Lanka0
...
Date of Patent
May 16, 2023
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Patent Application Number
169932560
Date Filed
August 13, 2020
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Patent Citations
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US Patent 11238232 Written-modality prosody subsystem in a natural language understanding (NLU) framework
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US Patent 10607042 Dynamically trained models of named entity recognition over unstructured data
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US Patent 10698707 Using salience rankings of entities and tasks to aid computer interpretation of natural language input
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US Patent 10916242 Intent recognition method based on deep learning network
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US Patent 11380306 Iterative intent building utilizing dynamic scheduling of batch utterance expansion methods
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Patent Citations Received
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US Patent 12111827 Signals and measurement of business goals in a chatbot platform
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US Patent 11886821 Method and system for inferring answers from knowledge graphs
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Patent Primary Examiner
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Neeraj Sharma
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CPC Code
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H04L 51/02
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A system performs conversations with users using chatbots customized for performing a set of tasks. The system may be a multi-tenant system that allows customization of the chatbots for each tenant. The system receives a task configuration that maps tasks to entity types and an entity configuration that specifies methods for determining entities of a particular entity type. The system receives a user utterance and determines the intent of the user using an intent detection model, for example, a neural network. The intent represents a task that the user is requesting. The system determines one or more entities corresponding to the task. The system performs tasks based on the determined intent and the entities and performs conversations with users based on the tasks.

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