公开(公告)号：US20230376676A1

公开(公告)日：2023-11-23

申请号：US17751330

申请日：2022-05-23

Applicant: Google LLC

Inventor： Jonathan Stephen Mallinson ,  Aliaksei Severyn ,  Eric Emil Malmi ,  Jakub Adamek

IPC: G06F40/166 ,  G06F40/117 ,  G06F40/284 ,  G06F40/40

CPC classification number: G06F40/166 ,  G06F40/117 ,  G06F40/284 ,  G06F40/40

Abstract: Provided are improved machine learning-based text editing models. Specifically, example implementations include a flexible semi-auto-regressive text-editing approach for generation, designed to derive the maximum benefit from non-auto-regressive text-editing and autoregressive decoding. In contrast to conventional sequence-to-sequence (seq2seq) models, the proposed approach is fast at inference time, while being capable of modeling flexible input-output transformations.