Template-free Data-to-Text Generation of Finnish Sports News

Tietueen suppeat tiedot
dc.contributor.authorJenna Kanerva
dc.contributor.authorSamuel Rönnqvist
dc.contributor.authorRiina Kekki
dc.contributor.authorTapio Salakoski
dc.contributor.authorFilip Ginter
dc.contributor.organizationfi=kieli- ja puheteknologia|en=Language and Speech Technology|
dc.contributor.organization-code1.2.246.10.2458963.20.47465613983
dc.contributor.organization-code2606805
dc.converis.publication-id44407121
dc.converis.urlhttps://research.utu.fi/converis/portal/Publication/44407121
dc.date.accessioned2025-08-28T00:42:53Z
dc.date.available2025-08-28T00:42:53Z
dc.description.abstract<p>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-totext 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.<br /></p>
dc.format.pagerange242
dc.format.pagerange252
dc.identifier.isbn978-91-7929-995-8
dc.identifier.jour-issn1650-3686
dc.identifier.olddbid206259
dc.identifier.oldhandle10024/189286
dc.identifier.urihttps://www.utupub.fi/handle/11111/45249
dc.identifier.urlhttps://www.aclweb.org/anthology/W19-6125/
dc.identifier.urnURN:NBN:fi-fe2021042823621
dc.language.isoen
dc.okm.affiliatedauthorKanerva, Jenna
dc.okm.affiliatedauthorRönnqvist, Samuel
dc.okm.affiliatedauthorKekki, Riina
dc.okm.affiliatedauthorSalakoski, Tapio
dc.okm.affiliatedauthorGinter, Filip
dc.okm.discipline113 Computer and information sciencesen_GB
dc.okm.discipline113 Tietojenkäsittely ja informaatiotieteetfi_FI
dc.okm.internationalcopublicationnot an international co-publication
dc.okm.internationalityInternational publication
dc.okm.typeA4 Conference Article
dc.publisher.countrySwedenen_GB
dc.publisher.countryRuotsifi_FI
dc.publisher.country-codeSE
dc.publisher.placeLinköping
dc.relation.conferenceNordic Conference on Computational Linguistics
dc.relation.ispartofjournalLinköping Electronic Conference Proceedings
dc.relation.ispartofseriesNEALT Proceedings Series
dc.relation.volume42
dc.source.identifierhttps://www.utupub.fi/handle/10024/189286
dc.titleTemplate-free Data-to-Text Generation of Finnish Sports News
dc.title.bookProceedings of the 22nd Nordic Conference on Computational Linguistics (NoDaLiDa), September 30–October 2, Turku, Finland
dc.year.issued2019

Tiedostot

Näytetään 1 - 1 / 1
Name:
hockey_generation.pdf
Size:
190.39 KB
Format:
Adobe Portable Document Format
Description:
Publisher's PDF
Lataa

Kokoelmat

Rinnakkaistallenteet