DIALOG MANAGEMENT FOR LARGE LANGUAGE MODEL-BASED (LLM-BASED) DIALOGS

    公开(公告)号:US20240311575A1

    公开(公告)日:2024-09-19

    申请号:US18123141

    申请日:2023-03-17

    Applicant: GOOGLE LLC

    CPC classification number: G06F40/35 G06N20/00

    Abstract: Implementations relate to dialog management of a large language model (LLM) utilized in generating natural language (NL) output during an ongoing dialog. Processor(s) of a system can: receive NL based input as part of the ongoing dialog, generate NL based output utilizing the LLM, and cause the NL based output to be rendered. Further, the processor(s) can receive subsequent NL based input as part of the ongoing dialog. In some implementations, the processor(s) can determine whether to modify a corresponding dialog context in generating subsequent NL based output, and modify the corresponding dialog context accordingly. For example, the processor(s) can restrict the corresponding dialog context, or supplant the corresponding dialog context with a corresponding curated dialog context. In additional or alternative implementations, the processor(s) can modify a corresponding NL based output threshold utilized in generating the subsequent NL based response to ensure the resulting NL based output is desirable.

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