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Abstractive summarization through the prism of decoding strategies.

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第一作者： Giacomo,Frisoni

第一单位： University of Bologna, Department of Computer Science and Engineering, Via dell'Università, 50, Cesena, 47522, Emilia-Romagna, Italy. Electronic address: giacomo.frisoni@unibo.it.

作者： Giacomo,Frisoni ^[1] ; Luca,Ragazzi ^[2] ; David,Cohen ^[3] ; Gianluca,Moro ^[4] ; Antonella,Carbonaro ^[5] ; Claudio,Sartori ^[6]

作者单位： University of Bologna, Department of Computer Science and Engineering, Via dell'Università, 50, Cesena, 47522, Emilia-Romagna, Italy. Electronic address: giacomo.frisoni@unibo.it. ^[1] University of Bologna, Department of Computer Science and Engineering, Via dell'Università, 50, Cesena, 47522, Emilia-Romagna, Italy. Electronic address: l.ragazzi@unibo.it. ^[2] University of Bologna, Department of Computer Science and Engineering, Via dell'Università, 50, Cesena, 47522, Emilia-Romagna, Italy. Electronic address: david.cohen@studio.unibo.it. ^[3] University of Bologna, Department of Computer Science and Engineering, Via dell'Università, 50, Cesena, 47522, Emilia-Romagna, Italy. Electronic address: gianluca.moro@unibo.it. ^[4] University of Bologna, Department of Computer Science and Engineering, Via dell'Università, 50, Cesena, 47522, Emilia-Romagna, Italy. Electronic address: antonella.carbonaro@unibo.it. ^[5] University of Bologna, Department of Computer Science and Engineering, Via dell'Università, 50, Cesena, 47522, Emilia-Romagna, Italy. Electronic address: claudio.sartori@unibo.it. ^[6]

关键词 Abstractive summarization Autoregressive language models Decoding strategies Natural language generation

医学主题词人类(Humans);自然语言处理(Natural Language Processing);语义学(Semantics);算法(Algorithms);语言(Language)

DOI 10.1016/j.neunet.2025.108249

PMID 41391353

发布时间 2026-02-03

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准确一般字义偏差语意偏离译文作用小提交