{"id":"https://openalex.org/W7140128285","doi":"https://doi.org/10.18653/v1/2026.eacl-srw.6","title":"Machine Translation for Low-Resource Languages through Monolingual Data and LLM: A Case Study of English-to-Basque","display_name":"Machine Translation for Low-Resource Languages through Monolingual Data and LLM: A Case Study of English-to-Basque","publication_year":2026,"publication_date":"2026-01-01","ids":{"openalex":"https://openalex.org/W7140128285","doi":"https://doi.org/10.18653/v1/2026.eacl-srw.6"},"language":"en","primary_location":{"id":"doi:10.18653/v1/2026.eacl-srw.6","doi":"https://doi.org/10.18653/v1/2026.eacl-srw.6","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/2026.eacl-srw.6","pdf_url":"https://aclanthology.org/2026.eacl-srw.6.pdf","source":{"id":"https://openalex.org/S4306418011","display_name":"Conference of the European Chapter of the Association for Computational Linguistics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 19th Conference of the European Chapter of the Association for Computational Linguistics (Volume 4: Student Research Workshop)","raw_type":"proceedings-article"},"volume":null,"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://aclanthology.org/2026.eacl-srw.6.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5114847493","display_name":"Nam Luu","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I169108374","display_name":"University of the Basque Country","ror":"https://ror.org/000xsnr85","country_code":"ES","type":"education","lineage":["https://openalex.org/I169108374"]},{"id":"https://openalex.org/I21250087","display_name":"Charles University","ror":"https://ror.org/024d6js02","country_code":"CZ","type":"education","lineage":["https://openalex.org/I21250087"]}],"countries":["CZ","ES"],"is_corresponding":false,"raw_author_name":"Nam Luu","raw_affiliation_strings":["Charles University , Faculty of Mathematics and Physics","University of the Basque Country"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Charles University , Faculty of Mathematics and Physics","institution_ids":["https://openalex.org/I21250087"]},{"raw_affiliation_string":"University of the Basque Country","institution_ids":["https://openalex.org/I169108374"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053230169","display_name":"Aitor Soroa","orcid":"https://orcid.org/0000-0001-8573-2654","observed_orcids":["https://orcid.org/0000-0001-8573-2654"]},"institutions":[{"id":"https://openalex.org/I169108374","display_name":"University of the Basque Country","ror":"https://ror.org/000xsnr85","country_code":"ES","type":"education","lineage":["https://openalex.org/I169108374"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Aitor Soroa","raw_affiliation_strings":["HiTZ Center , University of the Basque Country"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"HiTZ Center , University of the Basque Country","institution_ids":["https://openalex.org/I169108374"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073264941","display_name":"Germ\u00e1n Rigau","orcid":"https://orcid.org/0000-0003-1119-0930","observed_orcids":["https://orcid.org/0000-0003-1119-0930"]},"institutions":[{"id":"https://openalex.org/I169108374","display_name":"University of the Basque Country","ror":"https://ror.org/000xsnr85","country_code":"ES","type":"education","lineage":["https://openalex.org/I169108374"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"German Rigau","raw_affiliation_strings":["HiTZ Center , University of the Basque Country"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"HiTZ Center , University of the Basque Country","institution_ids":["https://openalex.org/I169108374"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5077746237","display_name":"Ond\u0159ej Bojar","orcid":"https://orcid.org/0000-0002-0606-0050","observed_orcids":["https://orcid.org/0000-0002-0606-0050"]},"institutions":[{"id":"https://openalex.org/I21250087","display_name":"Charles University","ror":"https://ror.org/024d6js02","country_code":"CZ","type":"education","lineage":["https://openalex.org/I21250087"]}],"countries":["CZ"],"is_corresponding":false,"raw_author_name":"Ond\u0159ej Bojar","raw_affiliation_strings":["Charles University , Faculty of Mathematics and Physics"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Charles University , Faculty of Mathematics and Physics","institution_ids":["https://openalex.org/I21250087"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.14963476,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"60","last_page":"91"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10181","display_name":"Natural Language Processing Techniques","score":0.9937000274658203,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10181","display_name":"Natural Language Processing Techniques","score":0.9937000274658203,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","score":0.0038999998942017555,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10201","display_name":"Speech Recognition and Synthesis","score":0.000699999975040555,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/machine-translation","display_name":"machine translation","score":0.8240000009536743},{"id":"https://openalex.org/keywords/low-resource-languages","display_name":"low-resource languages","score":0.9990000128746033},{"id":"https://openalex.org/keywords/monolingual-data","display_name":"monolingual data","score":0.9369999766349792},{"id":"https://openalex.org/keywords/large-language-models","display_name":"large language models","score":0.9549999833106995},{"id":"https://openalex.org/keywords/basque-language","display_name":"Basque language","score":0.8799999952316284}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6866999864578247},{"id":"https://openalex.org/C203005215","wikidata":"https://www.wikidata.org/wiki/Q79798","display_name":"Machine translation","level":2,"score":0.6104000210762024},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.5964999794960022},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5638999938964844},{"id":"https://openalex.org/C149364088","wikidata":"https://www.wikidata.org/wiki/Q185917","display_name":"Translation (biology)","level":4,"score":0.37790000438690186},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.3537999987602234},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.35010001063346863},{"id":"https://openalex.org/C195324797","wikidata":"https://www.wikidata.org/wiki/Q33742","display_name":"Natural language","level":2,"score":0.3280999958515167},{"id":"https://openalex.org/C527412718","wikidata":"https://www.wikidata.org/wiki/Q855395","display_name":"Interpretation (philosophy)","level":2,"score":0.2581000030040741},{"id":"https://openalex.org/C155092808","wikidata":"https://www.wikidata.org/wiki/Q182557","display_name":"Computational linguistics","level":2,"score":0.2281000018119812}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.18653/v1/2026.eacl-srw.6","doi":"https://doi.org/10.18653/v1/2026.eacl-srw.6","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/2026.eacl-srw.6","pdf_url":"https://aclanthology.org/2026.eacl-srw.6.pdf","source":{"id":"https://openalex.org/S4306418011","display_name":"Conference of the European Chapter of the Association for Computational Linguistics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 19th Conference of the European Chapter of the Association for Computational Linguistics (Volume 4: Student Research Workshop)","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.18653/v1/2026.eacl-srw.6","doi":"https://doi.org/10.18653/v1/2026.eacl-srw.6","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/2026.eacl-srw.6","pdf_url":"https://aclanthology.org/2026.eacl-srw.6.pdf","source":{"id":"https://openalex.org/S4306418011","display_name":"Conference of the European Chapter of the Association for Computational Linguistics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 19th Conference of the European Chapter of the Association for Computational Linguistics (Volume 4: Student Research Workshop)","raw_type":"proceedings-article"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320315062","display_name":"Ministerio de Ciencia, Innovaci\u00f3n y Universidades","ror":null}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W7140128285.pdf","grobid_xml":"https://content.openalex.org/works/W7140128285.grobid-xml"},"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W7160269935","https://openalex.org/W4301773048","https://openalex.org/W7131798929","https://openalex.org/W4416035536","https://openalex.org/W4385573385","https://openalex.org/W6912134809","https://openalex.org/W3010532612","https://openalex.org/W2941433272","https://openalex.org/W7198381292","https://openalex.org/W4401042099"],"abstract_inverted_index":{"Nam":[0],"Luu,":[1],"Aitor":[2],"Soroa,":[3],"German":[4],"Rigau,":[5],"Ond\u0159ej":[6],"Bojar.":[7],"Proceedings":[8],"of":[9,13,17],"the":[10,14,18],"19th":[11],"Conference":[12],"European":[15],"Chapter":[16],"Association":[19],"for":[20],"Computational":[21],"Linguistics":[22],"(Volume":[23],"4:":[24],"Student":[25],"Research":[26],"Workshop).":[27],"2026.":[28]},"counts_by_year":[],"updated_date":"2026-10-28T10:33:24.094632","created_date":"2026-03-24T00:00:00"}