公开(公告)号：US20240119220A1

公开(公告)日：2024-04-11

申请号：US18045551

申请日：2022-10-11

Applicant: ADOBE INC.

Inventor： Vinay Aggarwal ,  Aparna Garimella ,  Ananya Ganesh ,  Niyati Himanshu Chhaya ,  Nandakishore Kambhatla

IPC: G06F40/166 ,  G06F40/289 ,  G06F40/30 ,  G06N3/08

CPC classification number: G06F40/166 ,  G06F40/289 ,  G06F40/30 ,  G06N3/082

Abstract: Systems and methods for text simplification are described. Embodiments of the present disclosure identify a simplified text that includes original information from a complex text and additional information that is not in the complex text. Embodiments then compute an entailment score for each sentence of the simplified text using a neural network, wherein the entailment score indicates whether the sentence of the simplified text includes information from a sentence of the complex text corresponding to the sentence of the simplified text. Then, embodiments generate a modified text based on the entailment score, the simplified text, and the complex text, wherein the modified text includes the original information and excludes the additional information. Embodiments may then present the modified text to a user via a user interface.

公开(公告)号：US12118295B2

公开(公告)日：2024-10-15

申请号：US18045551

申请日：2022-10-11

Applicant: ADOBE INC.

Inventor： Vinay Aggarwal ,  Aparna Garimella ,  Ananya Ganesh ,  Niyati Himanshu Chhaya ,  Nandakishore Kambhatla

IPC: G06F17/00 ,  G06F40/166 ,  G06F40/289 ,  G06F40/30 ,  G06N3/082

CPC classification number: G06F40/166 ,  G06F40/289 ,  G06F40/30 ,  G06N3/082

Abstract: Systems and methods for text simplification are described. Embodiments of the present disclosure identify a simplified text that includes original information from a complex text and additional information that is not in the complex text. Embodiments then compute an entailment score for each sentence of the simplified text using a neural network, wherein the entailment score indicates whether the sentence of the simplified text includes information from a sentence of the complex text corresponding to the sentence of the simplified text. Then, embodiments generate a modified text based on the entailment score, the simplified text, and the complex text, wherein the modified text includes the original information and excludes the additional information. Embodiments may then present the modified text to a user via a user interface.