Publicação
Linguistic evaluation of support verb constructions by OpenLogos and google translate
| Resumo: | This paper presents a systematic human evaluation of translations of English support verb constructions produced by a rule-based machine translation (RBMT) system (OpenLogos) and a statistical machine translation (SMT) system (Google Translate) for five languages: French, German, Italian, Portuguese and Spanish. We classify support verb constructions by means of their syntactic structure and semantic behavior and present a qualitative analysis of their translation errors. The study aims to verify how machine translation (MT) systems translate fine-grained linguistic phenomena, and how well-equipped they are to produce high-quality translation. Another goal of the linguistically motivated quality analysis of SVC raw output is to reinforce the need for better system hybridization, which leverages the strengths of RBMT to the benefit of SMT, especially in improving the translation of multiword units. Taking multiword units into account, we propose an effective method to achieve MT hybridization based on the integration of semantico-syntactic knowledge into SMT. |
|---|---|
| Autores principais: | Barreiro, A. |
| Outros Autores: | Monti, J.; Orliac, B.; Preuß, S.; Arrieta, K.; Ling, W.; Batista, F.; Trancoso, I. |
| Assunto: | Machine translation MT evaluation Support verb constructions Multiword units Semantico-syntactic knowledge MT hybridization |
| Ano: | 2014 |
| País: | Portugal |
| Tipo de documento: | documento de conferência |
| Tipo de acesso: | acesso aberto |
| Instituição associada: | ISCTE |
| Idioma: | inglês |
| Origem: | Repositório ISCTE |
| _version_ | 1868443583779962880 |
|---|---|
| author | Barreiro, A. |
| author2 | Monti, J. Orliac, B. Preuß, S. Arrieta, K. Ling, W. Batista, F. Trancoso, I. |
| author2_role | author author author author author author author |
| author_facet | Barreiro, A. Monti, J. Orliac, B. Preuß, S. Arrieta, K. Ling, W. Batista, F. Trancoso, I. |
| author_role | author |
| country_str | PT |
| creators_json_txt | [{\"Person.name\":\"Barreiro, A.\"},{\"Person.name\":\"Monti, J.\"},{\"Person.name\":\"Orliac, B.\"},{\"Person.name\":\"Preuß, S.\"},{\"Person.name\":\"Arrieta, K.\"},{\"Person.name\":\"Ling, W.\"},{\"Person.name\":\"Batista, F.\"},{\"Person.name\":\"Trancoso, I.\"}] |
| datacite.creators.creator.creatorName.fl_str_mv | Barreiro, A. Monti, J. Orliac, B. Preuß, S. Arrieta, K. Ling, W. Batista, F. Trancoso, I. |
| datacite.date.Accepted.fl_str_mv | 2014-01-01T00:00:00Z |
| datacite.date.available.fl_str_mv | 2022-06-22T08:50:25Z |
| datacite.date.embargoed.fl_str_mv | 2022-06-22T08:50:25Z |
| datacite.rights.fl_str_mv | http://purl.org/coar/access_right/c_abf2 |
| datacite.subjects.subject.fl_str_mv | Machine translation MT evaluation Support verb constructions Multiword units Semantico-syntactic knowledge MT hybridization |
| datacite.titles.title.fl_str_mv | Linguistic evaluation of support verb constructions by OpenLogos and google translate |
| dc.creator.none.fl_str_mv | Barreiro, A. Monti, J. Orliac, B. Preuß, S. Arrieta, K. Ling, W. Batista, F. Trancoso, I. |
| dc.date.Accepted.fl_str_mv | 2014-01-01T00:00:00Z |
| dc.date.available.fl_str_mv | 2022-06-22T08:50:25Z |
| dc.date.embargoed.fl_str_mv | 2022-06-22T08:50:25Z |
| dc.format.none.fl_str_mv | application/pdf |
| dc.identifier.none.fl_str_mv | http://hdl.handle.net/10071/25681 |
| dc.language.none.fl_str_mv | eng |
| dc.publisher.none.fl_str_mv | European Language Resources Association (ELRA) |
| dc.rights.none.fl_str_mv | http://purl.org/coar/access_right/c_abf2 |
| dc.subject.none.fl_str_mv | Machine translation MT evaluation Support verb constructions Multiword units Semantico-syntactic knowledge MT hybridization |
| dc.title.fl_str_mv | Linguistic evaluation of support verb constructions by OpenLogos and google translate |
| dc.type.none.fl_str_mv | http://purl.org/coar/resource_type/c_c94f |
| description | This paper presents a systematic human evaluation of translations of English support verb constructions produced by a rule-based machine translation (RBMT) system (OpenLogos) and a statistical machine translation (SMT) system (Google Translate) for five languages: French, German, Italian, Portuguese and Spanish. We classify support verb constructions by means of their syntactic structure and semantic behavior and present a qualitative analysis of their translation errors. The study aims to verify how machine translation (MT) systems translate fine-grained linguistic phenomena, and how well-equipped they are to produce high-quality translation. Another goal of the linguistically motivated quality analysis of SVC raw output is to reinforce the need for better system hybridization, which leverages the strengths of RBMT to the benefit of SMT, especially in improving the translation of multiword units. Taking multiword units into account, we propose an effective method to achieve MT hybridization based on the integration of semantico-syntactic knowledge into SMT. |
| dirty | 0 |
| eu_rights_str_mv | openAccess |
| format | conferenceObject |
| id | iscte_9301ac5c3ec66848fa99b75cb8bdacd2 |
| identifier.url.fl_str_mv | http://hdl.handle.net/10071/25681 |
| instacron_str | iscte |
| institution | ISCTE |
| instname_str | ISCTE |
| language | eng |
| network_acronym_str | iscte |
| network_name_str | Repositório ISCTE |
| oai_identifier_str | oai:repositorio.iscte-iul.pt:10071/25681 |
| organization_str_mv | urn:organizationAcronym:iscte |
| person_str_mv | Barreiro, A. Monti, J. Orliac, B. Preuß, S. Arrieta, K. Ling, W. Batista, F. Trancoso, I. |
| publishDate | 2014 |
| publisher.none.fl_str_mv | European Language Resources Association (ELRA) |
| reponame_str | Repositório ISCTE |
| repository_id_str | urn:repositoryAcronym:iscte |
| service_str_mv | urn:repositoryAcronym:iscte |
| spelling | engThis paper presents a systematic human evaluation of translations of English support verb constructions produced by a rule-based machine translation (RBMT) system (OpenLogos) and a statistical machine translation (SMT) system (Google Translate) for five languages: French, German, Italian, Portuguese and Spanish. We classify support verb constructions by means of their syntactic structure and semantic behavior and present a qualitative analysis of their translation errors. The study aims to verify how machine translation (MT) systems translate fine-grained linguistic phenomena, and how well-equipped they are to produce high-quality translation. Another goal of the linguistically motivated quality analysis of SVC raw output is to reinforce the need for better system hybridization, which leverages the strengths of RBMT to the benefit of SMT, especially in improving the translation of multiword units. Taking multiword units into account, we propose an effective method to achieve MT hybridization based on the integration of semantico-syntactic knowledge into SMT.application/pdfengEuropean Language Resources Association (ELRA)engLinguistic evaluation of support verb constructions by OpenLogos and google translateBarreiro, A.Monti, J.Orliac, B.Preuß, S.Arrieta, K.Ling, W.Batista, F.Trancoso, I.Handlehttp://hdl.handle.net/10071/25681ISBNIsPartOf978-2-9517408-8-42022-06-22T08:50:25Z2014-01-01T00:00:00Z20142022-06-22T09:49:48Zhttp://purl.org/coar/access_right/c_abf2open accessengMachine translationengMT evaluationengSupport verb constructionsengMultiword unitsengSemantico-syntactic knowledgeengMT hybridization200487 byteshttp://purl.org/coar/access_right/c_abf2application/pdffulltexthttps://repositorio.iscte-iul.pt/bitstreams/7c849478-8fdd-458f-99cc-0bc17740b193/downloadother research producthttp://purl.org/coar/resource_type/c_c94fconference object |
| spellingShingle | Linguistic evaluation of support verb constructions by OpenLogos and google translate Barreiro, A. Machine translation MT evaluation Support verb constructions Multiword units Semantico-syntactic knowledge MT hybridization |
| status | SINGLETON |
| subject.fl_str_mv | Machine translation MT evaluation Support verb constructions Multiword units Semantico-syntactic knowledge MT hybridization |
| title | Linguistic evaluation of support verb constructions by OpenLogos and google translate |
| title_full | Linguistic evaluation of support verb constructions by OpenLogos and google translate |
| title_fullStr | Linguistic evaluation of support verb constructions by OpenLogos and google translate |
| title_full_unstemmed | Linguistic evaluation of support verb constructions by OpenLogos and google translate |
| title_short | Linguistic evaluation of support verb constructions by OpenLogos and google translate |
| title_sort | Linguistic evaluation of support verb constructions by OpenLogos and google translate |
| topic | Machine translation MT evaluation Support verb constructions Multiword units Semantico-syntactic knowledge MT hybridization |
| topic_facet | Machine translation MT evaluation Support verb constructions Multiword units Semantico-syntactic knowledge MT hybridization |
| url | http://hdl.handle.net/10071/25681 |
| visible | 1 |