TEXT SIMPLIFICATION WITH MINIMAL HALLUCINATION

    公开(公告)号:US20240119220A1

    公开(公告)日:2024-04-11

    申请号:US18045551

    申请日:2022-10-11

    申请人: ADOBE INC.

    摘要: 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.

    Text simplification with minimal hallucination

    公开(公告)号:US12118295B2

    公开(公告)日:2024-10-15

    申请号:US18045551

    申请日:2022-10-11

    申请人: ADOBE INC.

    摘要: 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.