So What's the Plan? Mining Strategic Planning Documents

التفاصيل البيبلوغرافية
العنوان: So What's the Plan? Mining Strategic Planning Documents
المؤلفون: Artemova, Ekaterina, Batura, Tatiana, Golenkovskaya, Anna, Ivanin, Vitaly, Ivanov, Vladimir, Sarkisyan, Veronika, Smurov, Ivan, Tutubalina, Elena
سنة النشر: 2020
المجموعة: Computer Science
مصطلحات موضوعية: Computer Science - Computation and Language
الوصف: 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.
Comment: 15 pages, 3 figures, 5 tables. The paper has been accepted for the Fifth International Conference on Digital Transformation and Global Society (DTGS 2020)
نوع الوثيقة: Working Paper
URL الوصول: http://arxiv.org/abs/2007.00257
رقم الأكسشن: edsarx.2007.00257
قاعدة البيانات: arXiv