dc.contributor.author | Liu, Peng | |
dc.contributor.author | Marco, Cristina | |
dc.contributor.author | Gulla, Jon Atle | |
dc.date.accessioned | 2022-12-29T15:44:35Z | |
dc.date.available | 2022-12-29T15:44:35Z | |
dc.date.created | 2022-07-05T11:13:23Z | |
dc.date.issued | 2022 | |
dc.identifier.isbn | 979-10-95546-72-6 | |
dc.identifier.uri | https://hdl.handle.net/11250/3039957 | |
dc.description.abstract | This paper presents a simple but effective method to build sentiment lexicons for the three Mainland Scandinavian languages: Danish, Norwegian and Swedish. This method benefits from the English Sentiwordnet and a thesaurus in one of the target languages. Sentiment information from the English resource is mapped to the target languages by using machine translation and similarity measures based on sentence embeddings. A number of experiments with Scandinavian languages are performed in order to determine the best working sentence embedding algorithm for this task. A careful extrinsic evaluation on several datasets yields state-of-the-art results using a simple rule-based sentiment analysis algorithm. The resources are made freely available under an MIT License. | en_US |
dc.description.abstract | Building Sentiment Lexicons for Mainland Scandinavian Languages Using Machine Translation and Sentence Embeddings | en_US |
dc.language.iso | eng | en_US |
dc.publisher | European Language Resources Association | en_US |
dc.relation.ispartof | Proceedings of the Language Resources and Evaluation Conference | |
dc.relation.uri | http://www.lrec-conf.org/proceedings/lrec2022/pdf/2022.lrec-1.301.pdf | |
dc.rights | Navngivelse-Ikkekommersiell 4.0 Internasjonal | * |
dc.rights.uri | http://creativecommons.org/licenses/by-nc/4.0/deed.no | * |
dc.title | Building Sentiment Lexicons for Mainland Scandinavian Languages Using Machine Translation and Sentence Embeddings | en_US |
dc.title.alternative | Building Sentiment Lexicons for Mainland Scandinavian Languages Using Machine Translation and Sentence Embeddings | en_US |
dc.type | Chapter | en_US |
dc.description.version | publishedVersion | en_US |
dc.source.pagenumber | 2816-2825 | en_US |
dc.identifier.cristin | 2037178 | |
dc.relation.project | Norges forskningsråd: 245469 | en_US |
dc.relation.project | Norges forskningsråd: 309834 | en_US |
cristin.ispublished | true | |
cristin.fulltext | postprint | |
cristin.qualitycode | 1 | |