Article | Proceedings of the 22nd Nordic Conference on Computational Linguistics (NoDaLiDa), September 30 - October 2, Turku, Finland | Template-free Data-to-Text Generation of Finnish Sports News Linköping University Electronic Press Conference Proceedings
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Title:
Template-free Data-to-Text Generation of Finnish Sports News
Author:
Jenna Kanerva: TurkuNLP, Department of Future Technologies, University of Turku, Finland Samuel Rönnqvist: TurkuNLP, Department of Future Technologies, University of Turku, Finland Riina Kekki: TurkuNLP, Department of Future Technologies, University of Turku, Finland Tapio Salakoski: TurkuNLP, Department of Future Technologies, University of Turku, Finland Filip Ginter: TurkuNLP, Department of Future Technologies, University of Turku, Finland
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Year:
2019
Conference:
Proceedings of the 22nd Nordic Conference on Computational Linguistics (NoDaLiDa), September 30 - October 2, Turku, Finland
Issue:
167
Article no.:
025
Pages:
242--252
No. of pages:
10
Publication type:
Abstract and Fulltext
Published:
2019-10-02
ISBN:
978-91-7929-995-8
Series:
Linköping Electronic Conference Proceedings
ISSN (print):
1650-3686
ISSN (online):
1650-3740
Series:
NEALT Proceedings Series
Publisher:
Linköping University Electronic Press, Linköpings universitet


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News articles such as sports game reports are often thought to closely follow the underlying game statistics, but in practice they contain a notable amount of background knowledge, interpretation, insight into the game, and quotes that are not present in the official statistics. This poses a challenge for automated data-to-text news generation with real-world news corpora as training data. We report on the development of a corpus of Finnish ice hockey news, edited to be suitable for training of end-to-end news generation methods, as well as demonstrate generation of text, which was judged by journalists to be relatively close to a viable product. The new dataset and system source code are available for research purposes.

Keywords: Data-to-text Text Generation News Generation Corpus Annotation

Proceedings of the 22nd Nordic Conference on Computational Linguistics (NoDaLiDa), September 30 - October 2, Turku, Finland

Author:
Jenna Kanerva, Samuel Rönnqvist, Riina Kekki, Tapio Salakoski, Filip Ginter
Title:
Template-free Data-to-Text Generation of Finnish Sports News
References:
No references available

Proceedings of the 22nd Nordic Conference on Computational Linguistics (NoDaLiDa), September 30 - October 2, Turku, Finland

Author:
Jenna Kanerva, Samuel Rönnqvist, Riina Kekki, Tapio Salakoski, Filip Ginter
Title:
Template-free Data-to-Text Generation of Finnish Sports News
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Last updated: 2019-11-06