{"id":"https://openalex.org/W2970587837","doi":"https://doi.org/10.18653/v1/w19-5419","title":"Exploring Transfer Learning and Domain Data Selection for the Biomedical Translation","display_name":"Exploring Transfer Learning and Domain Data Selection for the Biomedical Translation","publication_year":2019,"publication_date":"2019-01-01","ids":{"openalex":"https://openalex.org/W2970587837","doi":"https://doi.org/10.18653/v1/w19-5419","mag":"2970587837"},"language":"en","primary_location":{"id":"doi:10.18653/v1/w19-5419","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/w19-5419","pdf_url":"https://www.aclweb.org/anthology/W19-5419.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 Fourth Conference on Machine Translation (Volume 3: Shared Task Papers, Day 2)","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.aclweb.org/anthology/W19-5419.pdf","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5064521655","display_name":"Noor-e- Hira","orcid":null},"institutions":[{"id":"https://openalex.org/I6292670","display_name":"Fatima Jinnah Women University","ror":"https://ror.org/009026n40","country_code":"PK","type":"education","lineage":["https://openalex.org/I6292670"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Noor-e- Hira","raw_affiliation_strings":["Fatima Jinnah Women University, Pakistan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Fatima Jinnah Women University, Pakistan","institution_ids":["https://openalex.org/I6292670"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021372130","display_name":"Sadaf Abdul Rauf","orcid":"https://orcid.org/0000-0003-0400-3869"},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I4210115485","display_name":"Laboratoire d'Informatique pour la M\u00e9canique et les Sciences de l'Ing\u00e9nieur","ror":"https://ror.org/01raq4x89","country_code":"FR","type":"facility","lineage":["https://openalex.org/I102197404","https://openalex.org/I1294671590","https://openalex.org/I4210115485","https://openalex.org/I4210159245"]},{"id":"https://openalex.org/I6292670","display_name":"Fatima Jinnah Women University","ror":"https://ror.org/009026n40","country_code":"PK","type":"education","lineage":["https://openalex.org/I6292670"]}],"countries":["FR","PK"],"is_corresponding":false,"raw_author_name":"Sadaf Abdul Rauf","raw_affiliation_strings":["Fatima Jinnah Women University, Pakistan","LIMSI-CNRS, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Fatima Jinnah Women University, Pakistan","institution_ids":["https://openalex.org/I6292670"]},{"raw_affiliation_string":"LIMSI-CNRS, France","institution_ids":["https://openalex.org/I4210115485","https://openalex.org/I1294671590"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021863994","display_name":"Kiran Kiani","orcid":null},"institutions":[{"id":"https://openalex.org/I6292670","display_name":"Fatima Jinnah Women University","ror":"https://ror.org/009026n40","country_code":"PK","type":"education","lineage":["https://openalex.org/I6292670"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Kiran Kiani","raw_affiliation_strings":["Fatima Jinnah Women University, Pakistan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Fatima Jinnah Women University, Pakistan","institution_ids":["https://openalex.org/I6292670"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003796807","display_name":"Ammara Zafar","orcid":null},"institutions":[{"id":"https://openalex.org/I6292670","display_name":"Fatima Jinnah Women University","ror":"https://ror.org/009026n40","country_code":"PK","type":"education","lineage":["https://openalex.org/I6292670"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Ammara Zafar","raw_affiliation_strings":["Fatima Jinnah Women University, Pakistan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Fatima Jinnah Women University, Pakistan","institution_ids":["https://openalex.org/I6292670"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5087735486","display_name":"Raheel Nawaz","orcid":"https://orcid.org/0000-0001-9588-0052"},"institutions":[{"id":"https://openalex.org/I11983389","display_name":"Manchester Metropolitan University","ror":"https://ror.org/02hstj355","country_code":"GB","type":"education","lineage":["https://openalex.org/I11983389"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Raheel Nawaz","raw_affiliation_strings":["Manchester Metropolitan University, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Manchester Metropolitan University, UK","institution_ids":["https://openalex.org/I11983389"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":true,"cited_by_count":12,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"156","last_page":"163"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10181","display_name":"Natural Language Processing Techniques","score":1.0,"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":1.0,"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":0.9995999932289124,"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/T13629","display_name":"Text Readability and Simplification","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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8220310211181641},{"id":"https://openalex.org/keywords/transfer-of-learning","display_name":"Transfer of learning","score":0.7403160929679871},{"id":"https://openalex.org/keywords/machine-translation","display_name":"Machine translation","score":0.6464072465896606},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6223301887512207},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5571670532226562},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.5274025797843933},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.5120039582252502},{"id":"https://openalex.org/keywords/translation","display_name":"Translation (biology)","score":0.5074605345726013},{"id":"https://openalex.org/keywords/training-set","display_name":"Training set","score":0.49203774333000183},{"id":"https://openalex.org/keywords/lexical-analysis","display_name":"Lexical analysis","score":0.4778818190097809},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.4728058874607086},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.42934924364089966},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.07063427567481995}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8220310211181641},{"id":"https://openalex.org/C150899416","wikidata":"https://www.wikidata.org/wiki/Q1820378","display_name":"Transfer of learning","level":2,"score":0.7403160929679871},{"id":"https://openalex.org/C203005215","wikidata":"https://www.wikidata.org/wiki/Q79798","display_name":"Machine translation","level":2,"score":0.6464072465896606},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6223301887512207},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5571670532226562},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.5274025797843933},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5120039582252502},{"id":"https://openalex.org/C149364088","wikidata":"https://www.wikidata.org/wiki/Q185917","display_name":"Translation (biology)","level":4,"score":0.5074605345726013},{"id":"https://openalex.org/C51632099","wikidata":"https://www.wikidata.org/wiki/Q3985153","display_name":"Training set","level":2,"score":0.49203774333000183},{"id":"https://openalex.org/C176982825","wikidata":"https://www.wikidata.org/wiki/Q835922","display_name":"Lexical analysis","level":2,"score":0.4778818190097809},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.4728058874607086},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.42934924364089966},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.07063427567481995},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C105580179","wikidata":"https://www.wikidata.org/wiki/Q188928","display_name":"Messenger RNA","level":3,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.18653/v1/w19-5419","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/w19-5419","pdf_url":"https://www.aclweb.org/anthology/W19-5419.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 Fourth Conference on Machine Translation (Volume 3: Shared Task Papers, Day 2)","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.18653/v1/w19-5419","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/w19-5419","pdf_url":"https://www.aclweb.org/anthology/W19-5419.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 Fourth Conference on Machine Translation (Volume 3: Shared Task Papers, Day 2)","raw_type":"proceedings-article"},"sustainable_development_goals":[{"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4","score":0.7599999904632568}],"awards":[{"id":"https://openalex.org/G2386047792","display_name":"Reading Aids to leverage Document Accessibility for Children with Dyslexia","funder_award_id":"ANR-16-CE28-0005","funder_id":"https://openalex.org/F4320320883","funder_display_name":"Agence Nationale de la Recherche"}],"funders":[{"id":"https://openalex.org/F4320320883","display_name":"Agence Nationale de la Recherche","ror":"https://ror.org/00rbzpz17"},{"id":"https://openalex.org/F4320326275","display_name":"Higher Education Commision, Pakistan","ror":null}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2970587837.pdf","grobid_xml":"https://content.openalex.org/works/W2970587837.grobid-xml"},"referenced_works_count":36,"referenced_works":["https://openalex.org/W22168010","https://openalex.org/W630532510","https://openalex.org/W1753482797","https://openalex.org/W2065565011","https://openalex.org/W2124807415","https://openalex.org/W2130942839","https://openalex.org/W2136156618","https://openalex.org/W2136477195","https://openalex.org/W2151197196","https://openalex.org/W2294808479","https://openalex.org/W2356613612","https://openalex.org/W2546938941","https://openalex.org/W2563063858","https://openalex.org/W2567571499","https://openalex.org/W2575814162","https://openalex.org/W2579496717","https://openalex.org/W2595715041","https://openalex.org/W2613904329","https://openalex.org/W2624461416","https://openalex.org/W2744813330","https://openalex.org/W2750588180","https://openalex.org/W2758010889","https://openalex.org/W2758685863","https://openalex.org/W2785093437","https://openalex.org/W2902363747","https://openalex.org/W2902367045","https://openalex.org/W2902713373","https://openalex.org/W2963088995","https://openalex.org/W2963212250","https://openalex.org/W2963366389","https://openalex.org/W2963403868","https://openalex.org/W2963506925","https://openalex.org/W2964199361","https://openalex.org/W2964265128","https://openalex.org/W4322100081","https://openalex.org/W4385245566"],"related_works":["https://openalex.org/W4386014872","https://openalex.org/W2151197196","https://openalex.org/W2883671469","https://openalex.org/W2728761353","https://openalex.org/W3045818198","https://openalex.org/W3034697300","https://openalex.org/W4287760117","https://openalex.org/W2972060578","https://openalex.org/W4285877427","https://openalex.org/W783305165"],"abstract_inverted_index":{"Transfer":[0],"Learning":[1],"and":[2,35,61],"Selective":[3],"data":[4,37,60,67],"training":[5,38,66],"are":[6],"two":[7],"of":[8,19,29,46,76],"the":[9,17,42,74],"many":[10],"approaches":[11],"being":[12],"extensively":[13],"investigated":[14],"to":[15,53],"improve":[16],"quality":[18],"Neural":[20],"Machine":[21],"Translation":[22],"systems.":[23],"This":[24],"paper":[25],"presents":[26],"a":[27],"series":[28],"experiments":[30],"by":[31],"applying":[32],"transfer":[33,69],"learning":[34],"selective":[36],"for":[39],"participation":[40],"in":[41],"Bio-medical":[43],"shared":[44],"task":[45],"WMT19.":[47],"We":[48,71],"have":[49],"used":[50,62],"Information":[51],"Retrieval":[52],"selectively":[54],"choose":[55],"related":[56],"sentences":[57],"from":[58],"out-of-domain":[59],"them":[63],"as":[64],"additional":[65],"using":[68],"learning.":[70],"also":[72],"report":[73],"effect":[75],"tokenization":[77],"on":[78],"translation":[79],"model":[80],"performance.":[81]},"counts_by_year":[{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":6}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
