Invention Grant
- Patent Title: Training utterance generation
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Application No.: US16370759Application Date: 2019-03-29
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Publication No.: US10916237B2Publication Date: 2021-02-09
- Inventor: Rui Yan , Yonggang Deng , Junyi Chai , Maochen Guan , Yujie He , Bing Li
- Applicant: Microsoft Technology Licensing, LLC
- Applicant Address: US WA Redmond
- Assignee: Microsoft Technology Licensing, LLC
- Current Assignee: Microsoft Technology Licensing, LLC
- Current Assignee Address: US WA Redmond
- Agency: Alleman Hall Creasman & Tuttle LLP
- Main IPC: G06F40/30
- IPC: G06F40/30 ; G10L15/22 ; G10L15/06 ; G06F16/33 ; G06N3/04 ; G06N3/08

Abstract:
A server computing device, including memory storing a knowledge graph including a plurality of ontology entities connected by a plurality of edges. The server computing device may further include a processor configured to generate a glossary file based on the knowledge graph. The glossary file may include a plurality of ontology entities included in the knowledge graph. The processor may receive a plurality of utterance templates. Each utterance template may include an utterance and a predefined intention. For each utterance template, the processor may generate one or more utterance template copies in which one or more ontology entities included in the utterance are replaced with one or more utterance template fields. The processor may generate a plurality of training utterances at least in part by filling the one or more utterance template fields of the one or more utterance template copies with respective ontology entities included in the glossary file.
Public/Granted literature
- US20200312300A1 TRAINING UTTERANCE GENERATION Public/Granted day:2020-10-01
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