Invention Grant
- Patent Title: Pre-chat intent prediction for dialogue generation
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Application No.: US16821406Application Date: 2020-03-17
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Publication No.: US11223582B2Publication Date: 2022-01-11
- Inventor: Victor Alvarez Miranda , Rui Zhang , Vinay Igure , Scott Karp , Erik Mueller , Tanushree Luke , Kunlaya Soiaporn
- Applicant: Capital One Services, LLC
- Applicant Address: US VA McLean
- Assignee: Capital One Services, LLC
- Current Assignee: Capital One Services, LLC
- Current Assignee Address: US VA McLean
- Agency: Perkins Coie LLP
- Main IPC: H04L12/58
- IPC: H04L12/58 ; G06F40/56 ; G06N3/08

Abstract:
In certain embodiments, pre-chat intent prediction and dialogue generation may be facilitated. In some embodiments, a chat initiation request may be obtained from a user. The latest activity information associated with the user may be provided to a prediction model to obtain a first set of predicted intents of the user. For each intent of the first set of predicted intents, a candidate question may be selected from a question set based on the candidate question matching the intent. Within ten seconds of the chat initiation request, the candidate questions may be simultaneously presented on the chat interface. Based on negative feedback obtained via the chat interface with respect to the candidate questions, additional candidate questions matching the second set of predicted intents may be presented on the chat interface. In some embodiments, the negative feedback may be provided to the prediction model to update configurations of the prediction model.
Public/Granted literature
- US20210168096A1 PRE-CHAT INTENT PREDICTION FOR DIALOGUE GENERATION Public/Granted day:2021-06-03
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