{"id":"https://openalex.org/W3188425338","doi":"https://doi.org/10.1109/access.2021.3100686","title":"Unsupervised Semantic Mapping for Healthcare Data Storage Schema","display_name":"Unsupervised Semantic Mapping for Healthcare Data Storage Schema","publication_year":2021,"publication_date":"2021-01-01","ids":{"openalex":"https://openalex.org/W3188425338","doi":"https://doi.org/10.1109/access.2021.3100686","mag":"3188425338"},"language":"en","primary_location":{"id":"doi:10.1109/access.2021.3100686","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2021.3100686","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/9312710/09499053.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/6287639/9312710/09499053.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5074874309","display_name":"Fahad Ahmed Satti","orcid":"https://orcid.org/0000-0002-9883-3355"},"institutions":[{"id":"https://openalex.org/I35928602","display_name":"Kyung Hee University","ror":"https://ror.org/01zqcg218","country_code":"KR","type":"education","lineage":["https://openalex.org/I35928602"]},{"id":"https://openalex.org/I929597975","display_name":"National University of Sciences and Technology","ror":"https://ror.org/03w2j5y17","country_code":"PK","type":"education","lineage":["https://openalex.org/I929597975"]}],"countries":["KR","PK"],"is_corresponding":false,"raw_author_name":"Fahad Ahmed Satti","raw_affiliation_strings":["Department of Computer Science and Engineering, Kyung Hee University, Giheung-gu, Yongin, South Korea","School of Electrical Engineering and Computer Science (SEECS), National University of Sciences and Technology (NUST), Islamabad, Pakistan"],"raw_orcid":"https://orcid.org/0000-0002-9883-3355","affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Kyung Hee University, Giheung-gu, Yongin, South Korea","institution_ids":["https://openalex.org/I35928602"]},{"raw_affiliation_string":"School of Electrical Engineering and Computer Science (SEECS), National University of Sciences and Technology (NUST), Islamabad, Pakistan","institution_ids":["https://openalex.org/I929597975"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064164157","display_name":"Musarrat Hussain","orcid":"https://orcid.org/0000-0003-4494-1593"},"institutions":[{"id":"https://openalex.org/I35928602","display_name":"Kyung Hee University","ror":"https://ror.org/01zqcg218","country_code":"KR","type":"education","lineage":["https://openalex.org/I35928602"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Musarrat Hussain","raw_affiliation_strings":["Department of Computer Science and Engineering, Kyung Hee University, Giheung-gu, Yongin, South Korea"],"raw_orcid":"https://orcid.org/0000-0003-4494-1593","affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Kyung Hee University, Giheung-gu, Yongin, South Korea","institution_ids":["https://openalex.org/I35928602"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011141471","display_name":"Jamil Hussain","orcid":"https://orcid.org/0000-0003-3862-8787"},"institutions":[{"id":"https://openalex.org/I28777354","display_name":"Sejong University","ror":"https://ror.org/00aft1q37","country_code":"KR","type":"education","lineage":["https://openalex.org/I28777354"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Jamil Hussain","raw_affiliation_strings":["Department of Data Science, Sejong University, Seoul, South Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Data Science, Sejong University, Seoul, South Korea","institution_ids":["https://openalex.org/I28777354"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011539856","display_name":"Syed Imran Ali","orcid":"https://orcid.org/0000-0001-8450-6946"},"institutions":[{"id":"https://openalex.org/I35928602","display_name":"Kyung Hee University","ror":"https://ror.org/01zqcg218","country_code":"KR","type":"education","lineage":["https://openalex.org/I35928602"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Syed Imran Ali","raw_affiliation_strings":["Department of Computer Science and Engineering, Kyung Hee University, Giheung-gu, Yongin, South Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Kyung Hee University, Giheung-gu, Yongin, South Korea","institution_ids":["https://openalex.org/I35928602"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103040375","display_name":"Taqdir Ali","orcid":"https://orcid.org/0000-0002-4684-5960"},"institutions":[{"id":"https://openalex.org/I35928602","display_name":"Kyung Hee University","ror":"https://ror.org/01zqcg218","country_code":"KR","type":"education","lineage":["https://openalex.org/I35928602"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Taqdir Ali","raw_affiliation_strings":["Department of Computer Science and Engineering, Kyung Hee University, Giheung-gu, Yongin, South Korea"],"raw_orcid":"https://orcid.org/0000-0002-4684-5960","affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Kyung Hee University, Giheung-gu, Yongin, South Korea","institution_ids":["https://openalex.org/I35928602"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068838719","display_name":"Hafiz Syed Muhammad Bilal","orcid":"https://orcid.org/0000-0002-8920-4231"},"institutions":[{"id":"https://openalex.org/I35928602","display_name":"Kyung Hee University","ror":"https://ror.org/01zqcg218","country_code":"KR","type":"education","lineage":["https://openalex.org/I35928602"]},{"id":"https://openalex.org/I929597975","display_name":"National University of Sciences and Technology","ror":"https://ror.org/03w2j5y17","country_code":"PK","type":"education","lineage":["https://openalex.org/I929597975"]}],"countries":["KR","PK"],"is_corresponding":false,"raw_author_name":"Hafiz Syed Muhammad Bilal","raw_affiliation_strings":["Department of Computer Science and Engineering, Kyung Hee University, Giheung-gu, Yongin, South Korea","School of Electrical Engineering and Computer Science (SEECS), National University of Sciences and Technology (NUST), Islamabad, Pakistan"],"raw_orcid":"https://orcid.org/0000-0002-8920-4231","affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Kyung Hee University, Giheung-gu, Yongin, South Korea","institution_ids":["https://openalex.org/I35928602"]},{"raw_affiliation_string":"School of Electrical Engineering and Computer Science (SEECS), National University of Sciences and Technology (NUST), Islamabad, Pakistan","institution_ids":["https://openalex.org/I929597975"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112330829","display_name":"TaeChoong Chung","orcid":null},"institutions":[{"id":"https://openalex.org/I35928602","display_name":"Kyung Hee University","ror":"https://ror.org/01zqcg218","country_code":"KR","type":"education","lineage":["https://openalex.org/I35928602"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Taechoong Chung","raw_affiliation_strings":["Department of Computer Science and Engineering, Kyung Hee University, Giheung-gu, Yongin, South Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Kyung Hee University, Giheung-gu, Yongin, South Korea","institution_ids":["https://openalex.org/I35928602"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101882040","display_name":"Sungyoung Lee","orcid":"https://orcid.org/0000-0002-5962-1587"},"institutions":[{"id":"https://openalex.org/I35928602","display_name":"Kyung Hee University","ror":"https://ror.org/01zqcg218","country_code":"KR","type":"education","lineage":["https://openalex.org/I35928602"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Sungyoung Lee","raw_affiliation_strings":["Department of Computer Science and Engineering, Kyung Hee University, Giheung-gu, Yongin, South Korea"],"raw_orcid":"https://orcid.org/0000-0002-5962-1587","affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Kyung Hee University, Giheung-gu, Yongin, South Korea","institution_ids":["https://openalex.org/I35928602"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":8,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":0.5597,"has_fulltext":true,"cited_by_count":6,"citation_normalized_percentile":{"value":0.73315125,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":98},"biblio":{"volume":"9","issue":null,"first_page":"107267","last_page":"107278"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","score":0.9988999962806702,"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/T10028","display_name":"Topic Modeling","score":0.9988999962806702,"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":0.9955999851226807,"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/T13702","display_name":"Machine Learning in Healthcare","score":0.9954000115394592,"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":0.8448567986488342},{"id":"https://openalex.org/keywords/schema","display_name":"Schema (genetic algorithms)","score":0.5605763792991638},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5306695103645325},{"id":"https://openalex.org/keywords/transformer","display_name":"Transformer","score":0.5052042603492737},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.453849196434021},{"id":"https://openalex.org/keywords/bridging","display_name":"Bridging (networking)","score":0.4478060007095337},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3419974446296692}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8448567986488342},{"id":"https://openalex.org/C52146309","wikidata":"https://www.wikidata.org/wiki/Q7431116","display_name":"Schema (genetic algorithms)","level":2,"score":0.5605763792991638},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5306695103645325},{"id":"https://openalex.org/C66322947","wikidata":"https://www.wikidata.org/wiki/Q11658","display_name":"Transformer","level":3,"score":0.5052042603492737},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.453849196434021},{"id":"https://openalex.org/C174348530","wikidata":"https://www.wikidata.org/wiki/Q188635","display_name":"Bridging (networking)","level":2,"score":0.4478060007095337},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3419974446296692},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C165801399","wikidata":"https://www.wikidata.org/wiki/Q25428","display_name":"Voltage","level":2,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2021.3100686","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2021.3100686","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/9312710/09499053.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:1b88684e5b134c06b8f20390f93f72f1","is_oa":true,"landing_page_url":"https://doaj.org/article/1b88684e5b134c06b8f20390f93f72f1","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 9, Pp 107267-107278 (2021)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2021.3100686","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2021.3100686","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/9312710/09499053.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G132287884","display_name":null,"funder_award_id":"IITP-2021-2020-0-01489","funder_id":"https://openalex.org/F4320328359","funder_display_name":"Ministry of Science and ICT, South Korea"},{"id":"https://openalex.org/G3659993743","display_name":null,"funder_award_id":"NRF-2019R1A2C2090504","funder_id":"https://openalex.org/F4320335489","funder_display_name":"Institute for Information and Communications Technology Promotion"},{"id":"https://openalex.org/G380878614","display_name":null,"funder_award_id":"IITP-2017-0-00655","funder_id":"https://openalex.org/F4320328359","funder_display_name":"Ministry of Science and ICT, South Korea"},{"id":"https://openalex.org/G4011192732","display_name":null,"funder_award_id":"2017-0-00655","funder_id":"https://openalex.org/F4320328359","funder_display_name":"Ministry of Science and ICT, South Korea"},{"id":"https://openalex.org/G4554549128","display_name":null,"funder_award_id":"IITP-2021-2020-0-01489","funder_id":"https://openalex.org/F4320335489","funder_display_name":"Institute for Information and Communications Technology Promotion"},{"id":"https://openalex.org/G4755126298","display_name":null,"funder_award_id":"IITP-2017-0-01629","funder_id":"https://openalex.org/F4320324891","funder_display_name":"Iran Telecommunication Research Center"},{"id":"https://openalex.org/G5630833296","display_name":null,"funder_award_id":"IITP-2017-0-01629","funder_id":"https://openalex.org/F4320328359","funder_display_name":"Ministry of Science and ICT, South Korea"},{"id":"https://openalex.org/G7282767885","display_name":null,"funder_award_id":"IITP-2017-0-01629","funder_id":"https://openalex.org/F4320335489","funder_display_name":"Institute for Information and Communications Technology Promotion"},{"id":"https://openalex.org/G7587876384","display_name":null,"funder_award_id":"2019R1A2C2090504","funder_id":"https://openalex.org/F4320322120","funder_display_name":"National Research Foundation of Korea"},{"id":"https://openalex.org/G7770634194","display_name":null,"funder_award_id":"2017-0-00655","funder_id":"https://openalex.org/F4320335489","funder_display_name":"Institute for Information and Communications Technology Promotion"},{"id":"https://openalex.org/G7983511614","display_name":null,"funder_award_id":"IITP-2017-0-01629","funder_id":"https://openalex.org/F4320322120","funder_display_name":"National Research Foundation of Korea"},{"id":"https://openalex.org/G8002683930","display_name":null,"funder_award_id":"NRF-2019R1A2C2090504","funder_id":"https://openalex.org/F4320328359","funder_display_name":"Ministry of Science and ICT, South Korea"},{"id":"https://openalex.org/G8212714411","display_name":null,"funder_award_id":"NRF-2019R1A2C2090504","funder_id":"https://openalex.org/F4320322120","funder_display_name":"National Research Foundation of Korea"}],"funders":[{"id":"https://openalex.org/F4320320671","display_name":"National Research Foundation","ror":"https://ror.org/05s0g1g46"},{"id":"https://openalex.org/F4320322120","display_name":"National Research Foundation of Korea","ror":"https://ror.org/013aysd81"},{"id":"https://openalex.org/F4320324891","display_name":"Iran Telecommunication Research Center","ror":"https://ror.org/01a3g2z22"},{"id":"https://openalex.org/F4320328359","display_name":"Ministry of Science and ICT, South Korea","ror":"https://ror.org/01wpjm123"},{"id":"https://openalex.org/F4320335489","display_name":"Institute for Information and Communications Technology Promotion","ror":"https://ror.org/01g0hqq23"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3188425338.pdf","grobid_xml":"https://content.openalex.org/works/W3188425338.grobid-xml"},"referenced_works_count":33,"referenced_works":["https://openalex.org/W111228517","https://openalex.org/W613277099","https://openalex.org/W1966976587","https://openalex.org/W1999528289","https://openalex.org/W2080822585","https://openalex.org/W2146349902","https://openalex.org/W2146704523","https://openalex.org/W2150846704","https://openalex.org/W2223903364","https://openalex.org/W2479343565","https://openalex.org/W2613231044","https://openalex.org/W2637798757","https://openalex.org/W2738809330","https://openalex.org/W2754780627","https://openalex.org/W2766698234","https://openalex.org/W2792588201","https://openalex.org/W2798819017","https://openalex.org/W2970641574","https://openalex.org/W2980376762","https://openalex.org/W2985347336","https://openalex.org/W2989819061","https://openalex.org/W2999309192","https://openalex.org/W2999954485","https://openalex.org/W3051565060","https://openalex.org/W3082611684","https://openalex.org/W3103842844","https://openalex.org/W4251437309","https://openalex.org/W4294214983","https://openalex.org/W4297801906","https://openalex.org/W6682710001","https://openalex.org/W6721344322","https://openalex.org/W6737675297","https://openalex.org/W6745630900"],"related_works":["https://openalex.org/W4388870064","https://openalex.org/W2210139803","https://openalex.org/W4235186151","https://openalex.org/W2054685365","https://openalex.org/W2056057048","https://openalex.org/W2667588871","https://openalex.org/W2272354214","https://openalex.org/W2084768720","https://openalex.org/W2043010663","https://openalex.org/W4248308508"],"abstract_inverted_index":{"Data,":[0],"information,":[1],"and":[2,38,54,68,116,145,172],"knowledge":[3],"processing":[4,53],"systems,":[5],"in":[6,47],"the":[7,40,48,65,83,93,104,108,151,159],"domain":[8],"of":[9,35,42,50,95,170,178],"healthcare,":[10],"are":[11],"currently":[12],"plagued":[13],"by":[14,91,118,164],"heterogeneity":[15],"at":[16],"various":[17,86],"levels.":[18],"Current":[19],"solutions":[20,90],"have":[21],"focused":[22],"on":[23],"developing":[24],"a":[25,32,70,78,166],"standard-based,":[26],"manual":[27],"intervention":[28],"mechanism,":[29],"which":[30],"requires":[31],"large":[33],"number":[34],"human":[36],"resources":[37],"necessitates":[39],"realignment":[41],"existing":[43],"systems.":[44],"State-of-the-art":[45],"methodologies":[46],"field":[49],"natural":[51],"language":[52],"machine":[55,97],"learning":[56,98],"can":[57],"help":[58],"to":[59,100],"partially":[60],"automate":[61],"this":[62],"process,":[63],"reducing":[64],"resource":[66],"requirements":[67],"providing":[69],"relatively":[71],"good":[72],"multi-class-based":[73],"classification":[74],"algorithm.":[75],"We":[76],"present":[77],"novel":[79],"methodology":[80],"for":[81,124,132],"bridging":[82],"gap":[84],"between":[85,103],"healthcare":[87],"data":[88,105],"management":[89],"leveraging":[92],"strength":[94],"transformer-based":[96,138],"models,":[99],"create":[101],"mappings":[102],"elements.":[106],"Additionally,":[107],"annotated":[109],"data,":[110],"collected":[111],"against":[112],"five":[113],"medical":[114],"schemas":[115],"labeled":[117],"four":[119],"annotators":[120],"is":[121],"made":[122],"available":[123],"helping":[125],"future":[126],"researchers.":[127],"Our":[128],"results":[129,142],"indicate,":[130],"that":[131],"biased,":[133],"dependent":[134],"multi-class":[135],"text":[136],"classification,":[137],"models":[139],"provide":[140],"better":[141],"than":[143],"linguistic":[144],"other":[146],"classical":[147],"models.":[148],"In":[149],"particular,":[150],"Robustly":[152],"Optimized":[153],"BERT":[154],"Pretraining":[155],"Approach":[156],"(RoBERTa)":[157],"provides":[158],"best":[160],"schema":[161],"matching":[162],"performance":[163],"achieving":[165],"Cohen's":[167],"kappa":[168],"score":[169,177],"0.47":[171],"Matthews":[173],"Correlation":[174],"Coefficient":[175],"(MCC)":[176],"0.48,":[179],"with":[180],"human-annotated":[181],"data.":[182]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2022,"cited_by_count":2}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
