论文标题

那计划是什么?采矿战略规划文件

So What's the Plan? Mining Strategic Planning Documents

论文作者

Artemova, Ekaterina, Batura, Tatiana, Golenkovskaya, Anna, Ivanin, Vitaly, Ivanov, Vladimir, Sarkisyan, Veronika, Smurov, Ivan, Tutubalina, Elena

论文摘要

在本文中,我们介绍了俄罗斯战略规划文件的语料库Rurebus。该项目既从语言技术和电子政务的角度来看。不仅开发了新的语言来源和工具,而且还在电子政务研究中的应用。我们演示了从头开始创建文本语料库的管道。首先,设计注释模式。接下来的文本是使用人类在循环策略上标记的,因此初步注释是从机器学习模型中得出的,并得到了手动校正。带注释的文本的数量足够大,可以展示可以从Rurebus获得的见解。

In this paper we present a corpus of Russian strategic planning documents, RuREBus. This project is grounded both from language technology and e-government perspectives. Not only new language sources and tools are being developed, but also their applications to e-goverment research. We demonstrate the pipeline for creating a text corpus from scratch. First, the annotation schema is designed. Next texts are marked up using human-in-the-loop strategy, so that preliminary annotations are derived from a machine learning model and are manually corrected. The amount of annotated texts is large enough to showcase what insights can be gained from RuREBus.

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