{"id":"https://openalex.org/W2250962271","doi":"https://doi.org/10.18653/v1/w15-3822","title":"Clinical Abbreviation Disambiguation Using Neural Word Embeddings","display_name":"Clinical Abbreviation Disambiguation Using Neural Word Embeddings","publication_year":2015,"publication_date":"2015-01-01","ids":{"openalex":"https://openalex.org/W2250962271","doi":"https://doi.org/10.18653/v1/w15-3822","mag":"2250962271"},"language":"en","primary_location":{"id":"doi:10.18653/v1/w15-3822","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/w15-3822","pdf_url":"https://www.aclweb.org/anthology/W15-3822.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 BioNLP 15","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.aclweb.org/anthology/W15-3822.pdf","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5010253402","display_name":"Yonghui Wu","orcid":"https://orcid.org/0000-0002-6780-6135"},"institutions":[{"id":"https://openalex.org/I919571938","display_name":"The University of Texas Health Science Center at Houston","ror":"https://ror.org/03gds6c39","country_code":"US","type":"education","lineage":["https://openalex.org/I919571938"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"yonghui wu","raw_affiliation_strings":["School of Biomedical Informatics The University of Texas Health Science Center at Houston Houston TX, USA"],"affiliations":[{"raw_affiliation_string":"School of Biomedical Informatics The University of Texas Health Science Center at Houston Houston TX, USA","institution_ids":["https://openalex.org/I919571938"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040253195","display_name":"Jun Xu","orcid":"https://orcid.org/0000-0002-2934-4814"},"institutions":[{"id":"https://openalex.org/I919571938","display_name":"The University of Texas Health Science Center at Houston","ror":"https://ror.org/03gds6c39","country_code":"US","type":"education","lineage":["https://openalex.org/I919571938"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jun Xu","raw_affiliation_strings":["School of Biomedical Informatics The University of Texas Health Science Center at Houston Houston TX, USA"],"affiliations":[{"raw_affiliation_string":"School of Biomedical Informatics The University of Texas Health Science Center at Houston Houston TX, USA","institution_ids":["https://openalex.org/I919571938"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091899643","display_name":"Yaoyun Zhang","orcid":"https://orcid.org/0000-0001-9220-3101"},"institutions":[{"id":"https://openalex.org/I919571938","display_name":"The University of Texas Health Science Center at Houston","ror":"https://ror.org/03gds6c39","country_code":"US","type":"education","lineage":["https://openalex.org/I919571938"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yaoyun Zhang","raw_affiliation_strings":["School of Biomedical Informatics The University of Texas Health Science Center at Houston Houston TX, USA"],"affiliations":[{"raw_affiliation_string":"School of Biomedical Informatics The University of Texas Health Science Center at Houston Houston TX, USA","institution_ids":["https://openalex.org/I919571938"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5084072550","display_name":"Hua Xu","orcid":"https://orcid.org/0000-0002-5274-4672"},"institutions":[{"id":"https://openalex.org/I919571938","display_name":"The University of Texas Health Science Center at Houston","ror":"https://ror.org/03gds6c39","country_code":"US","type":"education","lineage":["https://openalex.org/I919571938"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Hua Xu","raw_affiliation_strings":["School of Biomedical Informatics The University of Texas Health Science Center at Houston Houston TX, USA"],"affiliations":[{"raw_affiliation_string":"School of Biomedical Informatics The University of Texas Health Science Center at Houston Houston TX, USA","institution_ids":["https://openalex.org/I919571938"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5010253402"],"corresponding_institution_ids":["https://openalex.org/I919571938"],"apc_list":null,"apc_paid":null,"fwci":11.6121,"has_fulltext":true,"cited_by_count":86,"citation_normalized_percentile":{"value":0.98459794,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"171","last_page":"176"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10181","display_name":"Natural Language Processing Techniques","score":0.9987000226974487,"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":0.9987000226974487,"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":0.9944999814033508,"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"}},{"id":"https://openalex.org/T10759","display_name":"Translation Studies and Practices","score":0.9842000007629395,"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/word-embedding","display_name":"Word embedding","score":0.8400184512138367},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8078720569610596},{"id":"https://openalex.org/keywords/word","display_name":"Word (group theory)","score":0.7789913415908813},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.727226197719574},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.6624137759208679},{"id":"https://openalex.org/keywords/embedding","display_name":"Embedding","score":0.6599027514457703},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.6455337405204773},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.5686911344528198},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4556049406528473},{"id":"https://openalex.org/keywords/feature-vector","display_name":"Feature vector","score":0.43938812613487244},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.3417062759399414},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.097310870885849},{"id":"https://openalex.org/keywords/linguistics","display_name":"Linguistics","score":0.07660841941833496}],"concepts":[{"id":"https://openalex.org/C2777462759","wikidata":"https://www.wikidata.org/wiki/Q18395344","display_name":"Word embedding","level":3,"score":0.8400184512138367},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8078720569610596},{"id":"https://openalex.org/C90805587","wikidata":"https://www.wikidata.org/wiki/Q10944557","display_name":"Word (group theory)","level":2,"score":0.7789913415908813},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.727226197719574},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.6624137759208679},{"id":"https://openalex.org/C41608201","wikidata":"https://www.wikidata.org/wiki/Q980509","display_name":"Embedding","level":2,"score":0.6599027514457703},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.6455337405204773},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.5686911344528198},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4556049406528473},{"id":"https://openalex.org/C83665646","wikidata":"https://www.wikidata.org/wiki/Q42139305","display_name":"Feature vector","level":2,"score":0.43938812613487244},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.3417062759399414},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.097310870885849},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.07660841941833496},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.18653/v1/w15-3822","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/w15-3822","pdf_url":"https://www.aclweb.org/anthology/W15-3822.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 BioNLP 15","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.18653/v1/w15-3822","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/w15-3822","pdf_url":"https://www.aclweb.org/anthology/W15-3822.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 BioNLP 15","raw_type":"proceedings-article"},"sustainable_development_goals":[{"score":0.550000011920929,"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320309636","display_name":"University of Minnesota","ror":"https://ror.org/03grvy078"},{"id":"https://openalex.org/F4320337354","display_name":"National Institute of General Medical Sciences","ror":"https://ror.org/04q48ey07"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2250962271.pdf","grobid_xml":"https://content.openalex.org/works/W2250962271.grobid-xml"},"referenced_works_count":42,"referenced_works":["https://openalex.org/W15359877","https://openalex.org/W42510333","https://openalex.org/W85269015","https://openalex.org/W105395820","https://openalex.org/W128190844","https://openalex.org/W192539577","https://openalex.org/W1530032857","https://openalex.org/W1542641025","https://openalex.org/W1573048037","https://openalex.org/W1606445119","https://openalex.org/W1614298861","https://openalex.org/W1656666520","https://openalex.org/W1756650108","https://openalex.org/W1970194176","https://openalex.org/W1976252502","https://openalex.org/W1984293430","https://openalex.org/W2037987185","https://openalex.org/W2046788142","https://openalex.org/W2101210369","https://openalex.org/W2116093010","https://openalex.org/W2129139611","https://openalex.org/W2129267433","https://openalex.org/W2131744502","https://openalex.org/W2150034910","https://openalex.org/W2152429541","https://openalex.org/W2158899491","https://openalex.org/W2159426036","https://openalex.org/W2162337786","https://openalex.org/W2210308568","https://openalex.org/W2219047839","https://openalex.org/W2397636431","https://openalex.org/W2436001372","https://openalex.org/W2610637305","https://openalex.org/W2915128229","https://openalex.org/W2952230511","https://openalex.org/W2998704965","https://openalex.org/W3147159644","https://openalex.org/W4255228815","https://openalex.org/W4285719527","https://openalex.org/W6600669965","https://openalex.org/W6688295169","https://openalex.org/W6759052712"],"related_works":["https://openalex.org/W947140380","https://openalex.org/W4286432911","https://openalex.org/W4230884544","https://openalex.org/W4245453790","https://openalex.org/W3194985222","https://openalex.org/W3216571906","https://openalex.org/W4214830338","https://openalex.org/W2518587255","https://openalex.org/W4287599800","https://openalex.org/W4385432812"],"abstract_inverted_index":{"This":[0],"study":[1],"examined":[2],"the":[3,83,89,93,104,107,115,120,126],"use":[4],"of":[5,16,95,106],"neural":[6,99],"word":[7,17,28,67,100],"embeddings":[8,29,68],"for":[9,26],"clinical":[10,34,84,109,131],"abbreviation":[11,85,110,132],"disambiguation,":[12],"a":[13,31,73],"special":[14],"case":[15],"sense":[18],"disambiguation":[19,111],"(WSD).":[20],"We":[21,63],"investigated":[22],"three":[23],"different":[24],"methods":[25,123],"deriving":[27],"from":[30,87],"large":[32],"unlabeled":[33],"corpus:":[35],"one":[36],"existing":[37],"method":[38,118],"called":[39],"Surrounding":[40],"based":[41,52,59,78],"embedding":[42,53,60,101],"feature":[43,54,61],"(SBE),":[44],"and":[45,56,92,124],"two":[46,122],"newly":[47],"developed":[48],"methods:":[49],"Left-Right":[50],"surrounding":[51,58],"(LR_SBE)":[55],"MAX":[57],"(MAX_SBE).":[62],"then":[64],"added":[65],"these":[66],"as":[69],"additional":[70],"features":[71,102],"to":[72],"Support":[74],"Vector":[75],"Machines":[76],"(SVM)":[77],"WSD":[79],"system.":[80,112],"Evaluation":[81],"using":[82],"datasets":[86],"both":[88,130],"Vanderbilt":[90],"University":[91,94],"Minnesota":[96],"showed":[97],"that":[98],"improved":[103],"performance":[105,128],"SVMbased":[108],"More":[113],"specifically,":[114],"new":[116],"MAX_SBE":[117],"outperformed":[119],"other":[121],"achieved":[125],"state-of-the-art":[127],"on":[129],"datasets.":[133]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":7},{"year":2023,"cited_by_count":14},{"year":2022,"cited_by_count":6},{"year":2021,"cited_by_count":10},{"year":2020,"cited_by_count":7},{"year":2019,"cited_by_count":15},{"year":2018,"cited_by_count":11},{"year":2017,"cited_by_count":8},{"year":2016,"cited_by_count":6},{"year":2015,"cited_by_count":1}],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2025-10-10T00:00:00"}