公开(公告)号：US20230065155A1

公开(公告)日：2023-03-02

申请号：US17572549

申请日：2022-01-10

Applicant: salesforce.com, inc.

Inventor： Tanya Goyal ,  Wojciech Kryscinski ,  Nazneen Rajani

IPC: G06F40/166 ,  G06N7/00

Abstract: The decoder network includes multiple decoders trained to generate different types of summaries. The lower layers of the multiple decoders are shared. The upper layers of the multiple decoders do not overlap. The multiple decoders generate probability distributions. A gating mechanism combines the probability distributions of the multiple decoders into a probability distribution of the decoder network. Words in the summary are selected based on the probability distribution of the decoder network.

公开(公告)号：US11755637B2

公开(公告)日：2023-09-12

申请号：US17572549

申请日：2022-01-10

Applicant: salesforce.com, inc.

Inventor： Tanya Goyal ,  Wojciech Kryscinski ,  Nazneen Rajani

IPC: G06F16/34 ,  G06F40/166 ,  G06N3/02 ,  G06N7/01

CPC classification number: G06F16/345 ,  G06F40/166 ,  G06N3/02 ,  G06N7/01

Abstract: The decoder network includes multiple decoders trained to generate different types of summaries. The lower layers of the multiple decoders are shared. The upper layers of the multiple decoders do not overlap. The multiple decoders generate probability distributions. A gating mechanism combines the probability distributions of the multiple decoders into a probability distribution of the decoder network. Words in the summary are selected based on the probability distribution of the decoder network.