Introducing the Welsh Text Summarisation Dataset and Baseline Systems

Ezeani, Ignatius and El-Haj, Mahmoud and Morris, Jonathan and Knight, Dawn (2022) Introducing the Welsh Text Summarisation Dataset and Baseline Systems. In: LREC 2022 Conference Proceedings. European Languages Resources Association, Paris, pp. 5097-5106. ISBN 9791095546726

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Abstract

Welsh is an official language in Wales and is spoken by an estimated 884,300 people (29.2% of the population of Wales). Despite this status and estimated increase in speaker numbers since the last (2011) census, Welsh remains a minority language undergoing revitalisation and promotion by Welsh Government and relevant stakeholders. As part of the effort to increase the availability of Welsh digital technology, this paper introduces the first Welsh summarisation dataset, which we provide freely for research purposes to help advance the work on Welsh text summarisation. The dataset was created by Welsh speakers through manually summarising Welsh Wikipedia articles. In addition, the paper discusses the implementation and evaluation of different summarisation systems for Welsh. The summarisation systems and results will serve as benchmarks for the development of summarisers in other minority language contexts.

Item Type:
Contribution in Book/Report/Proceedings
Uncontrolled Keywords:
Lancaster University Keywords/fst_keywords_
Subjects:
ID Code:
171973
Deposited By:
Deposited On:
17 Jun 2022 10:40
Refereed?:
Yes
Published?:
Published
Last Modified:
29 Jan 2023 01:40