{"id":"https://openalex.org/W3022890017","doi":"https://doi.org/10.18653/v1/2020.coling-main.523","title":"WikiUMLS: Aligning UMLS to Wikipedia via Cross-lingual Neural Ranking","display_name":"WikiUMLS: Aligning UMLS to Wikipedia via Cross-lingual Neural Ranking","publication_year":2020,"publication_date":"2020-01-01","ids":{"openalex":"https://openalex.org/W3022890017","doi":"https://doi.org/10.18653/v1/2020.coling-main.523","mag":"3022890017"},"language":"en","primary_location":{"id":"doi:10.18653/v1/2020.coling-main.523","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/2020.coling-main.523","pdf_url":"https://www.aclweb.org/anthology/2020.coling-main.523.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 28th International Conference on Computational Linguistics","raw_type":"proceedings-article"},"type":"preprint","indexed_in":["arxiv","crossref","datacite"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.aclweb.org/anthology/2020.coling-main.523.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5082351931","display_name":"Afshin Rahimi","orcid":"https://orcid.org/0000-0001-7889-5025"},"institutions":[{"id":"https://openalex.org/I165143802","display_name":"University of Queensland","ror":"https://ror.org/00rqy9422","country_code":"AU","type":"education","lineage":["https://openalex.org/I165143802"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"Afshin Rahimi","raw_affiliation_strings":["School of ITEE The University of Queensland Brisbane, Australia","University of Queensland, Brisbane, Australia"],"affiliations":[{"raw_affiliation_string":"School of ITEE The University of Queensland Brisbane, Australia","institution_ids":["https://openalex.org/I165143802"]},{"raw_affiliation_string":"University of Queensland, Brisbane, Australia","institution_ids":["https://openalex.org/I165143802"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103085805","display_name":"Timothy Baldwin","orcid":"https://orcid.org/0000-0002-4445-1386"},"institutions":[{"id":"https://openalex.org/I165779595","display_name":"University of Melbourne","ror":"https://ror.org/01ej9dk98","country_code":"AU","type":"education","lineage":["https://openalex.org/I165779595"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Timothy Baldwin","raw_affiliation_strings":["School of Computing and Information Systems The University of Melbourne Melbourne, Australia","University of Melbourne, Melbourne, Australia"],"affiliations":[{"raw_affiliation_string":"School of Computing and Information Systems The University of Melbourne Melbourne, Australia","institution_ids":["https://openalex.org/I165779595"]},{"raw_affiliation_string":"University of Melbourne, Melbourne, Australia","institution_ids":["https://openalex.org/I165779595"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5067214173","display_name":"Karin Verspoor","orcid":"https://orcid.org/0000-0002-8661-1544"},"institutions":[{"id":"https://openalex.org/I165779595","display_name":"University of Melbourne","ror":"https://ror.org/01ej9dk98","country_code":"AU","type":"education","lineage":["https://openalex.org/I165779595"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Karin Verspoor","raw_affiliation_strings":["School of Computing and Information Systems The University of Melbourne Melbourne, Australia","University of Melbourne, Melbourne, Australia"],"affiliations":[{"raw_affiliation_string":"School of Computing and Information Systems The University of Melbourne Melbourne, Australia","institution_ids":["https://openalex.org/I165779595"]},{"raw_affiliation_string":"University of Melbourne, Melbourne, Australia","institution_ids":["https://openalex.org/I165779595"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5082351931"],"corresponding_institution_ids":["https://openalex.org/I165143802"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.04627557,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10181","display_name":"Natural Language Processing Techniques","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"}},"topics":[{"id":"https://openalex.org/T10181","display_name":"Natural Language Processing Techniques","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/T10028","display_name":"Topic Modeling","score":0.9994000196456909,"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/T11710","display_name":"Biomedical Text Mining and Ontologies","score":0.9973999857902527,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/unified-medical-language-system","display_name":"Unified Medical Language System","score":0.968407154083252},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8330552577972412},{"id":"https://openalex.org/keywords/ranking","display_name":"Ranking (information retrieval)","score":0.7159690856933594},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.6303308010101318},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.5514838695526123},{"id":"https://openalex.org/keywords/controlled-vocabulary","display_name":"Controlled vocabulary","score":0.48648449778556824},{"id":"https://openalex.org/keywords/thesaurus","display_name":"Thesaurus","score":0.4335380792617798},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.42126768827438354}],"concepts":[{"id":"https://openalex.org/C69505689","wikidata":"https://www.wikidata.org/wiki/Q455338","display_name":"Unified Medical Language System","level":2,"score":0.968407154083252},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8330552577972412},{"id":"https://openalex.org/C189430467","wikidata":"https://www.wikidata.org/wiki/Q7293293","display_name":"Ranking (information retrieval)","level":2,"score":0.7159690856933594},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.6303308010101318},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.5514838695526123},{"id":"https://openalex.org/C110615152","wikidata":"https://www.wikidata.org/wiki/Q1469824","display_name":"Controlled vocabulary","level":2,"score":0.48648449778556824},{"id":"https://openalex.org/C2778698081","wikidata":"https://www.wikidata.org/wiki/Q179797","display_name":"Thesaurus","level":2,"score":0.4335380792617798},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.42126768827438354}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.18653/v1/2020.coling-main.523","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/2020.coling-main.523","pdf_url":"https://www.aclweb.org/anthology/2020.coling-main.523.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 28th International Conference on Computational Linguistics","raw_type":"proceedings-article"},{"id":"pmh:oai:arXiv.org:2005.01281","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2005.01281","pdf_url":"https://arxiv.org/pdf/2005.01281","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"text"},{"id":"mag:3022890017","is_oa":true,"landing_page_url":"https://arxiv.org/pdf/2005.01281.pdf","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"arXiv (Cornell University)","raw_type":null},{"id":"pmh:oai:figshare.com:article/27591972","is_oa":true,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4377196282","display_name":"Figshare","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210132348","host_organization_name":"Figshare (United Kingdom)","host_organization_lineage":["https://openalex.org/I4210132348"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Text"},{"id":"doi:10.48550/arxiv.2005.01281","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2005.01281","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":{"id":"doi:10.18653/v1/2020.coling-main.523","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/2020.coling-main.523","pdf_url":"https://www.aclweb.org/anthology/2020.coling-main.523.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 28th International Conference on Computational Linguistics","raw_type":"proceedings-article"},"sustainable_development_goals":[{"display_name":"Quality Education","score":0.7900000214576721,"id":"https://metadata.un.org/sdg/4"}],"awards":[{"id":"https://openalex.org/G5355854735","display_name":null,"funder_award_id":"ICI70200030","funder_id":"https://openalex.org/F4320334704","funder_display_name":"Australian Research Council"},{"id":"https://openalex.org/G975855565","display_name":null,"funder_award_id":"CI70200030","funder_id":"https://openalex.org/F4320334704","funder_display_name":"Australian Research Council"}],"funders":[{"id":"https://openalex.org/F4320320974","display_name":"University of Melbourne","ror":"https://ror.org/01ej9dk98"},{"id":"https://openalex.org/F4320334704","display_name":"Australian Research Council","ror":"https://ror.org/05mmh0f86"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3022890017.pdf","grobid_xml":"https://content.openalex.org/works/W3022890017.grobid-xml"},"referenced_works_count":29,"referenced_works":["https://openalex.org/W90362830","https://openalex.org/W101490221","https://openalex.org/W342285082","https://openalex.org/W1973435495","https://openalex.org/W2080133951","https://openalex.org/W2118925472","https://openalex.org/W2122402213","https://openalex.org/W2126725946","https://openalex.org/W2186172913","https://openalex.org/W2404369708","https://openalex.org/W2536015822","https://openalex.org/W2551361256","https://openalex.org/W2747925647","https://openalex.org/W2752070947","https://openalex.org/W2798442412","https://openalex.org/W2887866346","https://openalex.org/W2903963001","https://openalex.org/W2909544278","https://openalex.org/W2912534701","https://openalex.org/W2914120296","https://openalex.org/W2949359738","https://openalex.org/W2952826391","https://openalex.org/W2962784628","https://openalex.org/W2963104256","https://openalex.org/W2963118869","https://openalex.org/W2963341956","https://openalex.org/W2971209824","https://openalex.org/W2984469754","https://openalex.org/W2995814769"],"related_works":["https://openalex.org/W3116938493","https://openalex.org/W2954705347","https://openalex.org/W158057341","https://openalex.org/W1501196368","https://openalex.org/W2395081922","https://openalex.org/W2116363553","https://openalex.org/W2777474539","https://openalex.org/W2095277817","https://openalex.org/W1969027871","https://openalex.org/W2003127701","https://openalex.org/W2062265378","https://openalex.org/W2563868050","https://openalex.org/W2186166494","https://openalex.org/W2153732552","https://openalex.org/W2425797832","https://openalex.org/W2147791516","https://openalex.org/W1517188135","https://openalex.org/W1778503863","https://openalex.org/W3174112973","https://openalex.org/W1990183155"],"abstract_inverted_index":{"We":[0,22,59],"present":[1],"our":[2,61],"work":[3],"on":[4],"aligning":[5],"the":[6,19],"Unified":[7],"Medical":[8],"Language":[9],"System":[10],"(UMLS)":[11],"to":[12,14,29,94],"Wikipedia,":[13],"facilitate":[15],"manual":[16,54],"alignment":[17,55,80],"of":[18,42,47,79],"two":[20],"resources.":[21],"propose":[23],"a":[24,31,35,40,44,73],"cross-lingual":[25],"neural":[26],"reranking":[27],"model":[28],"match":[30],"UMLS":[32,69,83],"concept":[33],"with":[34,56],"Wikipedia":[36,65,85,95],"page,":[37],"which":[38],"achieves":[39],"recall@1":[41],"72%,":[43],"substantial":[45],"improvement":[46],"20%":[48],"over":[49],"word-and":[50],"char-level":[51],"BM25,":[52],"enabling":[53],"minimal":[57],"effort.":[58],"release":[60],"resources,":[62],"including":[63,103],"ranked":[64],"pages":[66],"for":[67,75,96],"700k":[68],"concepts,":[70],"and":[71,77,84,100],"WikiUMLS,":[72],"dataset":[74],"training":[76],"evaluation":[78],"models":[81],"between":[82],"collected":[86],"from":[87],"Wikidata.":[88],"This":[89],"will":[90],"provide":[91],"easier":[92],"access":[93],"health":[97],"professionals,":[98],"patients,":[99],"NLP":[101],"systems,":[102],"in":[104],"multilingual":[105],"settings.":[106]},"counts_by_year":[],"updated_date":"2026-04-10T15:06:20.359241","created_date":"2025-10-10T00:00:00"}