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WikiDes: A Wikipedia-Based Dataset for Generating Short Descriptions from Paragraphs. (arXiv:2209.13101v1 [cs.CL])
Sept. 28, 2022, 1:16 a.m. | Hoang Thang Ta, Abu Bakar Siddiqur Rahman, Navonil Majumder, Amir Hussain, Lotfollah Najjar, Newton Howard, Soujanya Poria, Alexander Gelbukh
cs.CL updates on arXiv.org arxiv.org
As free online encyclopedias with massive volumes of content, Wikipedia and
Wikidata are key to many Natural Language Processing (NLP) tasks, such as
information retrieval, knowledge base building, machine translation, text
classification, and text summarization. In this paper, we introduce WikiDes, a
novel dataset to generate short descriptions of Wikipedia articles for the
problem of text summarization. The dataset consists of over 80k English samples
on 6987 topics. We set up a two-phase summarization method - description
generation (Phase I) …
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