An automatic model and Gold Standard for translation alignment of Ancient Greek

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Autor(es): dc.contributorUniversidade de São Paulo (USP)-
Autor(es): dc.contributorFurman Univ-
Autor(es): dc.contributorUniversidade Estadual Paulista (UNESP)-
Autor(es): dc.creatorYousef, Tariq-
Autor(es): dc.creatorPalladino, Chiara-
Autor(es): dc.creatorShamsian, Farnoosh-
Autor(es): dc.creatorFerreira, Anise d'Orange-
Autor(es): dc.creatorReis, Michel Ferreira dos-
Autor(es): dc.creatorMariani, J-
Autor(es): dc.creatorCalzolari, N.-
Autor(es): dc.creatorBechet, F.-
Autor(es): dc.creatorBlache, P.-
Autor(es): dc.creatorChoukri, K.-
Autor(es): dc.creatorCieri, C.-
Autor(es): dc.creatorDeclerck, T.-
Autor(es): dc.creatorGoggi, S.-
Autor(es): dc.creatorIsahara, H.-
Autor(es): dc.creatorMaegaard, B.-
Autor(es): dc.creatorMazo, H.-
Autor(es): dc.creatorOdijk, H.-
Autor(es): dc.creatorPiperidis, S.-
Data de aceite: dc.date.accessioned2025-08-21T15:50:26Z-
Data de disponibilização: dc.date.available2025-08-21T15:50:26Z-
Data de envio: dc.date.issued2023-07-29-
Data de envio: dc.date.issued2023-07-29-
Data de envio: dc.date.issued2021-12-31-
Fonte completa do material: dc.identifierhttp://hdl.handle.net/11449/245136-
Fonte: dc.identifier.urihttp://educapes.capes.gov.br/handle/11449/245136-
Descrição: dc.descriptionThis paper illustrates a workflow for developing and evaluating automatic translation alignment models for Ancient Greek. We designed an annotation Style Guide and a gold standard for the alignment of Ancient Greek-English and Ancient Greek-Portuguese, measured inter-annotator agreement and used the resulting dataset to evaluate the performance of various translation alignment models. We proposed a fine-tuning strategy that employs unsupervised training with mono- and bilingual texts and supervised training using manually aligned sentences. The results indicate that the fine-tuned model based on XLM-Roberta is superior in performance, and it achieved good results on language pairs that were not part of the training data.-
Descrição: dc.descriptionUniv Leipzig, Augustuspl 10, D-04109 Leipzig, Germany-
Descrição: dc.descriptionFurman Univ, 3300 Poinsett Highway, Greenville, SC 29613 USA-
Descrição: dc.descriptionUniv Estadual Paulista UNESP, Rod Araraquara Jau Km 1 Bairro Machados Machados, BR-14800901 Araraquara, SP, Brazil-
Descrição: dc.descriptionUniv Estadual Paulista UNESP, Rod Araraquara Jau Km 1 Bairro Machados Machados, BR-14800901 Araraquara, SP, Brazil-
Formato: dc.format5894-5905-
Idioma: dc.languageen-
Publicador: dc.publisherEuropean Language Resources Assoc-elra-
Relação: dc.relationLrec 2022: Thirteen International Conference On Language Resources And Evaluation-
???dc.source???: dc.sourceWeb of Science-
Palavras-chave: dc.subjectTranslation Alignment-
Palavras-chave: dc.subjectGold Standard-
Palavras-chave: dc.subjectAlignment Guidelines-
Palavras-chave: dc.subjectAncient Greek-
Título: dc.titleAn automatic model and Gold Standard for translation alignment of Ancient Greek-
Tipo de arquivo: dc.typeaula digital-
Aparece nas coleções:Repositório Institucional - Unesp

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