论文标题

喘气!从引用论文的摘要中生成科学论文的摘要

GASP! Generating Abstracts of Scientific Papers from Abstracts of Cited Papers

论文作者

Zanzotto, Fabio Massimo, Bono, Viviana, Vocca, Paola, Santilli, Andrea, Croce, Danilo, Gambosi, Giorgio, Basili, Roberto

论文摘要

创造力是人类的驱动力之一,因为它允许打破当前的理解来设想新思想,这可能会彻底改变整个知识领域。科学研究提供了一个充满挑战的环境,可以在其中学习创作过程的模型。实际上,科学研究是科学方法正式环境中的一种创造性行为,文章中描述了这种创造性行为。 在本文中,我们敢介绍从引用论文摘要(GASP)作为一项文本到文本的任务来介绍科学论文的摘要,以研究科学创造力,以促进这项小说,具有挑战性的任务,我们使用解决数据集准备数据集中的数据集中,该数据集可与数据集成问题,该数据集可与Datagy and,copyright and,coppliate and and and and pappickains proppictal is plistains instape,促进了科学创造力的摘要。最后,我们尝试了两个香草摘要系统,以开始分析GASP任​​务的复杂性。

Creativity is one of the driving forces of human kind as it allows to break current understanding to envision new ideas, which may revolutionize entire fields of knowledge. Scientific research offers a challenging environment where to learn a model for the creative process. In fact, scientific research is a creative act in the formal settings of the scientific method and this creative act is described in articles. In this paper, we dare to introduce the novel, scientifically and philosophically challenging task of Generating Abstracts of Scientific Papers from abstracts of cited papers (GASP) as a text-to-text task to investigate scientific creativity, To foster research in this novel, challenging task, we prepared a dataset by using services where that solve the problem of copyright and, hence, the dataset is public available with its standard split. Finally, we experimented with two vanilla summarization systems to start the analysis of the complexity of the GASP task.

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