BriefGPT.xyz
Jun, 2021
自动文档草图:从类似文本生成草稿
Automatic Document Sketching: Generating Drafts from Analogous Texts
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Zeqiu Wu, Michel Galley, Chris Brockett, Yizhe Zhang, Bill Dolan
TL;DR
本文介绍了一种新的任务:文档素描,该任务涉及为作者生成完整的草稿文件以供查看和修订,并介绍了基于维基百科的类似文件的数据集,以及弱监督方法(包括基于变压器的专家混合体和强化学习)的应用。通过自动化和人工评估方法对实验进行了报告,并讨论了这些模型的相对优点。
Abstract
The advent of large
pre-trained language models
has made it possible to make high-quality predictions on how to add or change a sentence in a document. However, the high branching factor inherent to
text generation
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