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Systems and methods for a two-tier machine learning model for generating conversational responses

專利號
US11616741B2
公開日期
2023-03-28
申請人
Capital One Services, LLC(US VA McLean)
發(fā)明人
Kunlaya Soiaporn; Victor Alvarez Miranda; Pamela Katali; Arturo Hernandez Zeledon; Rui Zhang; Kwan-Yuet Ho
IPC分類
H04L51/02; G06K9/62; G10L15/16; G06N20/20
技術(shù)領(lǐng)域
learning,model,intent,machine,user,may,tier,or,in,cluster
地域: VA VA McLean

摘要

Methods and systems are described for generating dynamic conversational responses using two-tier machine learning models. The dynamic conversational responses may be generated in real time and reflect the likely goals and/or intents of a user. The two-tier machine learning model may include a first tier that determines an intent cluster based on a feature input, and a second tier that determines a specific intent from the cluster.

說明書


11. A tangible, non-transitory, machine-readable medium storing instructions that, when executed by a data processing apparatus, cause the data processing apparatus to perform operations comprising those of any of embodiments 1-10.
12. A system comprising: one or more processors; and memory storing instructions that, when executed by the processors, cause the processors to effectuate operations comprising those of any of embodiments 1-10.
13. A system comprising means for performing any of embodiments 1-10.

權(quán)利要求

1
微信群二維碼
意見反饋