{"id":"https://openalex.org/W7126430105","doi":"https://doi.org/10.18653/v1/2022.wmt-1.34","title":"Can Domains Be Transferred across Languages in Multi-Domain Multilingual Neural Machine Translation?","display_name":"Can Domains Be Transferred across Languages in Multi-Domain Multilingual Neural Machine Translation?","publication_year":2022,"publication_date":"2022-01-01","ids":{"openalex":"https://openalex.org/W7126430105","doi":"https://doi.org/10.18653/v1/2022.wmt-1.34"},"language":null,"primary_location":{"id":"doi:10.18653/v1/2022.wmt-1.34","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/2022.wmt-1.34","pdf_url":"https://aclanthology.org/2022.wmt-1.34.pdf","source":null,"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 Seventh Conference on Machine Translation (WMT)","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://aclanthology.org/2022.wmt-1.34.pdf","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5062855474","display_name":"Thuy-Trang Vu","orcid":"https://orcid.org/0009-0005-6296-4184"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Thuy-Trang Vu","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047428600","display_name":"Shahram Khadivi","orcid":"https://orcid.org/0000-0001-5499-6542"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Shahram Khadivi","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060320196","display_name":"Xuanli He","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Xuanli He","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036447132","display_name":"Dinh Phung","orcid":"https://orcid.org/0000-0002-9977-8247"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Dinh Phung","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5124472435","display_name":"Gholamreza Haffari","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Gholamreza Haffari","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"381","last_page":"396"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10181","display_name":"Natural Language Processing Techniques","score":0.8697999715805054,"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":0.8697999715805054,"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":0.027899999171495438,"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/T10759","display_name":"Translation Studies and Practices","score":0.014700000174343586,"subfield":{"id":"https://openalex.org/subfields/1203","display_name":"Language and Linguistics"},"field":{"id":"https://openalex.org/fields/12","display_name":"Arts and Humanities"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.3481999933719635},{"id":"https://openalex.org/keywords/machine-translation","display_name":"Machine translation","score":0.34290000796318054},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.3314000070095062},{"id":"https://openalex.org/keywords/natural-language","display_name":"Natural language","score":0.323199987411499},{"id":"https://openalex.org/keywords/perspective","display_name":"Perspective (graphical)","score":0.2451999932527542}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6381000280380249},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5171999931335449},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.5029000043869019},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.3481999933719635},{"id":"https://openalex.org/C203005215","wikidata":"https://www.wikidata.org/wiki/Q79798","display_name":"Machine translation","level":2,"score":0.34290000796318054},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.3314000070095062},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.32670000195503235},{"id":"https://openalex.org/C195324797","wikidata":"https://www.wikidata.org/wiki/Q33742","display_name":"Natural language","level":2,"score":0.323199987411499},{"id":"https://openalex.org/C12713177","wikidata":"https://www.wikidata.org/wiki/Q1900281","display_name":"Perspective (graphical)","level":2,"score":0.2451999932527542},{"id":"https://openalex.org/C527412718","wikidata":"https://www.wikidata.org/wiki/Q855395","display_name":"Interpretation (philosophy)","level":2,"score":0.24140000343322754}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.18653/v1/2022.wmt-1.34","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/2022.wmt-1.34","pdf_url":"https://aclanthology.org/2022.wmt-1.34.pdf","source":null,"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 Seventh Conference on Machine Translation (WMT)","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.18653/v1/2022.wmt-1.34","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/2022.wmt-1.34","pdf_url":"https://aclanthology.org/2022.wmt-1.34.pdf","source":null,"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 Seventh Conference on Machine Translation (WMT)","raw_type":"proceedings-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","score":0.5622116327285767,"display_name":"Quality Education"}],"awards":[{"id":"https://openalex.org/G3717735613","display_name":null,"funder_award_id":"FA8750-19-2-0501","funder_id":"https://openalex.org/F4320332180","funder_display_name":"Defense Advanced Research Projects Agency"},{"id":"https://openalex.org/G4713059963","display_name":null,"funder_award_id":"FA8750","funder_id":"https://openalex.org/F4320332180","funder_display_name":"Defense Advanced Research Projects Agency"}],"funders":[{"id":"https://openalex.org/F4320332180","display_name":"Defense Advanced Research Projects Agency","ror":"https://ror.org/02caytj08"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W7126430105.pdf","grobid_xml":"https://content.openalex.org/works/W7126430105.grobid-xml"},"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"Previous":[0],"works":[1],"mostly":[2],"focus":[3],"on":[4,26,70],"either":[5],"multilingual":[6,32,58,92],"or":[7],"multi-domain":[8,30,79],"aspects":[9],"of":[10,29,78,91],"neural":[11],"machine":[12],"translation":[13,64],"(NMT).This":[14],"paper":[15],"investigates":[16],"whether":[17],"the":[18,27,36,51,76,82,116],"domain":[19,99],"information":[20],"can":[21,61],"be":[22],"transferred":[23],"across":[24],"languages":[25],"composition":[28],"and":[31,93,98,102,111],"NMT,":[33,95],"particularly":[34],"for":[35,45,88],"incomplete":[37],"data":[38],"condition":[39],"where":[40],"in-domain":[41],"bitext":[42],"is":[43],"missing":[44,83],"some":[46],"language":[47,97],"pairs.Our":[48],"results":[49],"in":[50],"curated":[52],"leaveone-domain-out":[53],"experiments":[54],"show":[55],"that":[56,107],"multidomain":[57,94],"(MDML)":[59],"NMT":[60,80],"boost":[62],"zero-shot":[63],"performance":[65],"up":[66],"to":[67,81,115,119],"+10":[68],"gains":[69],"BLEU,":[71],"as":[72,74],"well":[73],"aid":[75],"generalisation":[77],"domain.We":[84],"also":[85],"explore":[86],"strategies":[87],"effective":[89,120],"integration":[90],"including":[96],"tag":[100],"combination":[101],"auxiliary":[103],"task":[104],"training.We":[105],"find":[106],"learning":[108],"domain-aware":[109],"representations":[110],"adding":[112],"target-language":[113],"tags":[114],"encoder":[117],"leads":[118],"MDML-NMT.":[121]},"counts_by_year":[],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2026-02-02T00:00:00"}
