公开(公告)号：US20220067284A1

公开(公告)日：2022-03-03

申请号：US17125468

申请日：2020-12-17

Applicant: salesforce.com, inc.

Inventor： Junxian He ,  Wojciech Kryscinski ,  Bryan McCann

IPC: G06F40/284 ,  G06N7/00

Abstract: Embodiments described herein provide a flexible controllable summarization system that allows users to control the generation of summaries without manually editing or writing the summary, e.g., without the user actually adding or deleting certain information under various granularity. Specifically, the summarization system performs controllable summarization through keywords manipulation. A neural network model is learned to generate summaries conditioned on both the keywords and source document so that at test time a user can interact with the neural network model through a keyword interface, potentially enabling multi-factor control.