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Introducing the Welsh Text Summarisation Dataset and Baseline Systems

Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

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Introducing the Welsh Text Summarisation Dataset and Baseline Systems. / Ezeani, Ignatius; El-Haj, Mahmoud; Morris, Jonathan et al.
LREC 2022 Conference Proceedings. ed. / Nicoletta Calzolari. Paris: European Languages Resources Association, 2022. p. 5097-5106.

Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

Harvard

Ezeani, I, El-Haj, M, Morris, J & Knight, D 2022, Introducing the Welsh Text Summarisation Dataset and Baseline Systems. in N Calzolari (ed.), LREC 2022 Conference Proceedings. European Languages Resources Association, Paris, pp. 5097-5106. <http://www.lrec-conf.org/proceedings/lrec2022/pdf/2022.lrec-1.545.pdf>

APA

Ezeani, I., El-Haj, M., Morris, J., & Knight, D. (2022). Introducing the Welsh Text Summarisation Dataset and Baseline Systems. In N. Calzolari (Ed.), LREC 2022 Conference Proceedings (pp. 5097-5106). European Languages Resources Association. http://www.lrec-conf.org/proceedings/lrec2022/pdf/2022.lrec-1.545.pdf

Vancouver

Ezeani I, El-Haj M, Morris J, Knight D. Introducing the Welsh Text Summarisation Dataset and Baseline Systems. In Calzolari N, editor, LREC 2022 Conference Proceedings. Paris: European Languages Resources Association. 2022. p. 5097-5106

Author

Ezeani, Ignatius ; El-Haj, Mahmoud ; Morris, Jonathan et al. / Introducing the Welsh Text Summarisation Dataset and Baseline Systems. LREC 2022 Conference Proceedings. editor / Nicoletta Calzolari. Paris : European Languages Resources Association, 2022. pp. 5097-5106

Bibtex

@inproceedings{f893b4fa8fca4ac3936ac5f26883138b,
title = "Introducing the Welsh Text Summarisation Dataset and Baseline Systems",
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.",
keywords = "summarisation, Welsh language, word embeddings, extractive summarization, low-resource language",
author = "Ignatius Ezeani and Mahmoud El-Haj and Jonathan Morris and Dawn Knight",
year = "2022",
month = jun,
day = "20",
language = "English",
pages = "5097--5106",
editor = "Nicoletta Calzolari",
booktitle = "LREC 2022 Conference Proceedings",
publisher = "European Languages Resources Association",

}

RIS

TY - GEN

T1 - Introducing the Welsh Text Summarisation Dataset and Baseline Systems

AU - Ezeani, Ignatius

AU - El-Haj, Mahmoud

AU - Morris, Jonathan

AU - Knight, Dawn

PY - 2022/6/20

Y1 - 2022/6/20

N2 - 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.

AB - 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.

KW - summarisation

KW - Welsh language

KW - word embeddings

KW - extractive summarization

KW - low-resource language

M3 - Conference contribution/Paper

SP - 5097

EP - 5106

BT - LREC 2022 Conference Proceedings

A2 - Calzolari, Nicoletta

PB - European Languages Resources Association

CY - Paris

ER -