{"id":"https://openalex.org/W3164914122","doi":"https://doi.org/10.1186/s12859-021-04200-w","title":"Improving the recall of biomedical named entity recognition with label re-correction and knowledge distillation","display_name":"Improving the recall of biomedical named entity recognition with label re-correction and knowledge distillation","publication_year":2021,"publication_date":"2021-06-02","ids":{"openalex":"https://openalex.org/W3164914122","doi":"https://doi.org/10.1186/s12859-021-04200-w","mag":"3164914122","pmid":"https://pubmed.ncbi.nlm.nih.gov/34078270"},"language":"en","primary_location":{"id":"doi:10.1186/s12859-021-04200-w","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s12859-021-04200-w","pdf_url":"https://bmcbioinformatics.biomedcentral.com/track/pdf/10.1186/s12859-021-04200-w","source":{"id":"https://openalex.org/S19032547","display_name":"BMC Bioinformatics","issn_l":"1471-2105","issn":["1471-2105"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320256","host_organization_name":"BioMed Central","host_organization_lineage":["https://openalex.org/P4310320256","https://openalex.org/P4310319965"],"host_organization_lineage_names":["BioMed Central","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"BMC Bioinformatics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://bmcbioinformatics.biomedcentral.com/track/pdf/10.1186/s12859-021-04200-w","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5047668953","display_name":"Huiwei Zhou","orcid":"https://orcid.org/0000-0002-7766-4177"},"institutions":[{"id":"https://openalex.org/I27357992","display_name":"Dalian University of Technology","ror":"https://ror.org/023hj5876","country_code":"CN","type":"education","lineage":["https://openalex.org/I27357992"]},{"id":"https://openalex.org/I4210092944","display_name":"Dalian University","ror":"https://ror.org/00g2ypp58","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210092944"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Huiwei Zhou","raw_affiliation_strings":["School of Computer Science and Technology, Ganjingzi District, Dalian University of Technology, Address Chuangxinyuan Building, No.2 Linggong Road, Dalian, 116024, Liaoning, China. zhouhuiwei@dlut.edu.cn","School of Computer Science and Technology, Ganjingzi District, Dalian University of Technology, Dalian, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Ganjingzi District, Dalian University of Technology, Address Chuangxinyuan Building, No.2 Linggong Road, Dalian, 116024, Liaoning, China. zhouhuiwei@dlut.edu.cn","institution_ids":["https://openalex.org/I27357992","https://openalex.org/I4210092944"]},{"raw_affiliation_string":"School of Computer Science and Technology, Ganjingzi District, Dalian University of Technology, Dalian, China","institution_ids":["https://openalex.org/I27357992"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100462347","display_name":"Zhe Liu","orcid":"https://orcid.org/0000-0001-8578-2635"},"institutions":[{"id":"https://openalex.org/I27357992","display_name":"Dalian University of Technology","ror":"https://ror.org/023hj5876","country_code":"CN","type":"education","lineage":["https://openalex.org/I27357992"]},{"id":"https://openalex.org/I4210092944","display_name":"Dalian University","ror":"https://ror.org/00g2ypp58","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210092944"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhe Liu","raw_affiliation_strings":["School of Computer Science and Technology, Ganjingzi District, Dalian University of Technology, Address Chuangxinyuan Building, No.2 Linggong Road, Dalian, 116024, Liaoning, China","School of Computer Science and Technology, Ganjingzi District, Dalian University of Technology, Dalian, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Ganjingzi District, Dalian University of Technology, Address Chuangxinyuan Building, No.2 Linggong Road, Dalian, 116024, Liaoning, China","institution_ids":["https://openalex.org/I27357992","https://openalex.org/I4210092944"]},{"raw_affiliation_string":"School of Computer Science and Technology, Ganjingzi District, Dalian University of Technology, Dalian, China","institution_ids":["https://openalex.org/I27357992"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049170419","display_name":"Chengkun Lang","orcid":null},"institutions":[{"id":"https://openalex.org/I27357992","display_name":"Dalian University of Technology","ror":"https://ror.org/023hj5876","country_code":"CN","type":"education","lineage":["https://openalex.org/I27357992"]},{"id":"https://openalex.org/I4210092944","display_name":"Dalian University","ror":"https://ror.org/00g2ypp58","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210092944"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chengkun Lang","raw_affiliation_strings":["School of Computer Science and Technology, Ganjingzi District, Dalian University of Technology, Address Chuangxinyuan Building, No.2 Linggong Road, Dalian, 116024, Liaoning, China","School of Computer Science and Technology, Ganjingzi District, Dalian University of Technology, Dalian, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Ganjingzi District, Dalian University of Technology, Address Chuangxinyuan Building, No.2 Linggong Road, Dalian, 116024, Liaoning, China","institution_ids":["https://openalex.org/I27357992","https://openalex.org/I4210092944"]},{"raw_affiliation_string":"School of Computer Science and Technology, Ganjingzi District, Dalian University of Technology, Dalian, China","institution_ids":["https://openalex.org/I27357992"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110743629","display_name":"Yibin Xu","orcid":null},"institutions":[{"id":"https://openalex.org/I27357992","display_name":"Dalian University of Technology","ror":"https://ror.org/023hj5876","country_code":"CN","type":"education","lineage":["https://openalex.org/I27357992"]},{"id":"https://openalex.org/I4210092944","display_name":"Dalian University","ror":"https://ror.org/00g2ypp58","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210092944"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yibin Xu","raw_affiliation_strings":["School of Computer Science and Technology, Ganjingzi District, Dalian University of Technology, Address Chuangxinyuan Building, No.2 Linggong Road, Dalian, 116024, Liaoning, China","School of Computer Science and Technology, Ganjingzi District, Dalian University of Technology, Dalian, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Ganjingzi District, Dalian University of Technology, Address Chuangxinyuan Building, No.2 Linggong Road, Dalian, 116024, Liaoning, China","institution_ids":["https://openalex.org/I27357992","https://openalex.org/I4210092944"]},{"raw_affiliation_string":"School of Computer Science and Technology, Ganjingzi District, Dalian University of Technology, Dalian, China","institution_ids":["https://openalex.org/I27357992"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033474547","display_name":"Yingyu Lin","orcid":null},"institutions":[{"id":"https://openalex.org/I156292868","display_name":"Dalian University of Foreign Languages","ror":"https://ror.org/008a8z393","country_code":"CN","type":"education","lineage":["https://openalex.org/I156292868"]},{"id":"https://openalex.org/I27357992","display_name":"Dalian University of Technology","ror":"https://ror.org/023hj5876","country_code":"CN","type":"education","lineage":["https://openalex.org/I27357992"]},{"id":"https://openalex.org/I4210092944","display_name":"Dalian University","ror":"https://ror.org/00g2ypp58","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210092944"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yingyu Lin","raw_affiliation_strings":["School of Foreign Languages, Ganjingzi District, Dalian University of Technology, Address Chuangxinyuan Building, No.2 Linggong Road, Dalian, 116024, Liaoning, China","School of Foreign Languages, Ganjingzi District, Dalian University of Technology, Dalian, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Foreign Languages, Ganjingzi District, Dalian University of Technology, Address Chuangxinyuan Building, No.2 Linggong Road, Dalian, 116024, Liaoning, China","institution_ids":["https://openalex.org/I156292868","https://openalex.org/I27357992","https://openalex.org/I4210092944"]},{"raw_affiliation_string":"School of Foreign Languages, Ganjingzi District, Dalian University of Technology, Dalian, China","institution_ids":["https://openalex.org/I27357992"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5039891508","display_name":"Junjie Hou","orcid":"https://orcid.org/0000-0002-4058-9126"},"institutions":[{"id":"https://openalex.org/I27357992","display_name":"Dalian University of Technology","ror":"https://ror.org/023hj5876","country_code":"CN","type":"education","lineage":["https://openalex.org/I27357992"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Junjie Hou","raw_affiliation_strings":["School of Business, Panjin Campus of Dalian University of Technology, No. 2 Dagong Road, Liaodongwan New District, PanJin, 124221, Liaoning, China","School of Business, Panjin Campus of Dalian University of Technology, PanJin, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Business, Panjin Campus of Dalian University of Technology, No. 2 Dagong Road, Liaodongwan New District, PanJin, 124221, Liaoning, China","institution_ids":["https://openalex.org/I27357992"]},{"raw_affiliation_string":"School of Business, Panjin Campus of Dalian University of Technology, PanJin, China","institution_ids":["https://openalex.org/I27357992"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5047668953"],"corresponding_institution_ids":["https://openalex.org/I27357992","https://openalex.org/I4210092944"],"apc_list":{"value":2790,"currency":"USD","value_usd":2790},"apc_paid":{"value":2790,"currency":"USD","value_usd":2790},"fwci":0.3901,"has_fulltext":true,"cited_by_count":5,"citation_normalized_percentile":{"value":0.68768401,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":"22","issue":"1","first_page":"295","last_page":"295"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","score":0.6735000014305115,"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":0.6735000014305115,"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":0.1678999960422516,"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/T11273","display_name":"Advanced Graph Neural Networks","score":0.046300001442432404,"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":0.8158447742462158},{"id":"https://openalex.org/keywords/named-entity-recognition","display_name":"Named-entity recognition","score":0.6195411682128906},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.579561710357666},{"id":"https://openalex.org/keywords/construct","display_name":"Construct (python library)","score":0.5131703019142151},{"id":"https://openalex.org/keywords/precision-and-recall","display_name":"Precision and recall","score":0.5075051188468933},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.45793867111206055},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.4396756887435913},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4376331567764282},{"id":"https://openalex.org/keywords/recall","display_name":"Recall","score":0.4194853901863098},{"id":"https://openalex.org/keywords/distillation","display_name":"Distillation","score":0.4182485342025757},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.41588425636291504},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4125264585018158},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.1963357925415039}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8158447742462158},{"id":"https://openalex.org/C2779135771","wikidata":"https://www.wikidata.org/wiki/Q403574","display_name":"Named-entity recognition","level":3,"score":0.6195411682128906},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.579561710357666},{"id":"https://openalex.org/C2780801425","wikidata":"https://www.wikidata.org/wiki/Q5164392","display_name":"Construct (python library)","level":2,"score":0.5131703019142151},{"id":"https://openalex.org/C81669768","wikidata":"https://www.wikidata.org/wiki/Q2359161","display_name":"Precision and recall","level":2,"score":0.5075051188468933},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.45793867111206055},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.4396756887435913},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4376331567764282},{"id":"https://openalex.org/C100660578","wikidata":"https://www.wikidata.org/wiki/Q18733","display_name":"Recall","level":2,"score":0.4194853901863098},{"id":"https://openalex.org/C204030448","wikidata":"https://www.wikidata.org/wiki/Q101017","display_name":"Distillation","level":2,"score":0.4182485342025757},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.41588425636291504},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4125264585018158},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.1963357925415039},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","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/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C178790620","wikidata":"https://www.wikidata.org/wiki/Q11351","display_name":"Organic chemistry","level":1,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D016247","descriptor_name":"Information Storage and Retrieval","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016247","descriptor_name":"Information Storage and Retrieval","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016247","descriptor_name":"Information Storage and Retrieval","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D051188","descriptor_name":"Knowledge Bases","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D051188","descriptor_name":"Knowledge Bases","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D051188","descriptor_name":"Knowledge Bases","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":4,"locations":[{"id":"doi:10.1186/s12859-021-04200-w","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s12859-021-04200-w","pdf_url":"https://bmcbioinformatics.biomedcentral.com/track/pdf/10.1186/s12859-021-04200-w","source":{"id":"https://openalex.org/S19032547","display_name":"BMC Bioinformatics","issn_l":"1471-2105","issn":["1471-2105"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320256","host_organization_name":"BioMed Central","host_organization_lineage":["https://openalex.org/P4310320256","https://openalex.org/P4310319965"],"host_organization_lineage_names":["BioMed Central","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"BMC Bioinformatics","raw_type":"journal-article"},{"id":"pmid:34078270","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/34078270","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"BMC bioinformatics","raw_type":null},{"id":"pmh:oai:doaj.org/article:38e4f91467784bcda67e5d9286640fd5","is_oa":true,"landing_page_url":"https://doaj.org/article/38e4f91467784bcda67e5d9286640fd5","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":"BMC Bioinformatics, Vol 22, Iss 1, Pp 1-16 (2021)","raw_type":"article"},{"id":"pmh:oai:pubmedcentral.nih.gov:8170952","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/8170952","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"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":"BMC Bioinformatics","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.1186/s12859-021-04200-w","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s12859-021-04200-w","pdf_url":"https://bmcbioinformatics.biomedcentral.com/track/pdf/10.1186/s12859-021-04200-w","source":{"id":"https://openalex.org/S19032547","display_name":"BMC Bioinformatics","issn_l":"1471-2105","issn":["1471-2105"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320256","host_organization_name":"BioMed Central","host_organization_lineage":["https://openalex.org/P4310320256","https://openalex.org/P4310319965"],"host_organization_lineage_names":["BioMed Central","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"BMC Bioinformatics","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1686953038","display_name":"\u57fa\u4e8e\u77e5\u8bc6\u5e93\u548c\u6df1\u5ea6\u5b66\u4e60\u7684\u751f\u7269\u533b\u5b66\u5b9e\u4f53\u5173\u7cfb\u62bd\u53d6\u7814\u7a76","funder_award_id":"61772109","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7333014327","display_name":null,"funder_award_id":"17YJA740076","funder_id":"https://openalex.org/F4320321106","funder_display_name":"Ministry of Education of the People's Republic of China"},{"id":"https://openalex.org/G7764809782","display_name":null,"funder_award_id":"17YJA740076","funder_id":"https://openalex.org/F4320335982","funder_display_name":"Humanities and Social Science Fund of Ministry of Education of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320321106","display_name":"Ministry of Education of the People's Republic of China","ror":"https://ror.org/01mv9t934"},{"id":"https://openalex.org/F4320335982","display_name":"Humanities and Social Science Fund of Ministry of Education of China","ror":null}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3164914122.pdf","grobid_xml":"https://content.openalex.org/works/W3164914122.grobid-xml"},"referenced_works_count":27,"referenced_works":["https://openalex.org/W90362830","https://openalex.org/W1821462560","https://openalex.org/W1964670939","https://openalex.org/W1991133427","https://openalex.org/W2007069550","https://openalex.org/W2059551510","https://openalex.org/W2120844411","https://openalex.org/W2153579005","https://openalex.org/W2169099542","https://openalex.org/W2414378847","https://openalex.org/W2592335154","https://openalex.org/W2734608416","https://openalex.org/W2769387903","https://openalex.org/W2775747321","https://openalex.org/W2800535933","https://openalex.org/W2890830728","https://openalex.org/W2911489562","https://openalex.org/W2941868238","https://openalex.org/W2962902328","https://openalex.org/W2963339489","https://openalex.org/W2963341956","https://openalex.org/W2963397674","https://openalex.org/W2972756851","https://openalex.org/W2973105206","https://openalex.org/W2977393556","https://openalex.org/W3014451614","https://openalex.org/W3105491236"],"related_works":["https://openalex.org/W2366107444","https://openalex.org/W4388145910","https://openalex.org/W2381570729","https://openalex.org/W1976205134","https://openalex.org/W4248336175","https://openalex.org/W2031260042","https://openalex.org/W2391445434","https://openalex.org/W3009369890","https://openalex.org/W2358294942","https://openalex.org/W4367460280"],"abstract_inverted_index":{"BACKGROUND:":[0],"Biomedical":[1,40],"named":[2,77],"entity":[3,78],"recognition":[4,67,79,161,176],"is":[5,71],"one":[6],"of":[7,86,204,209,235],"the":[8,24,33,84,140,167,170,184,202,207,232,238],"most":[9],"essential":[10],"tasks":[11],"in":[12,28,109,169,237],"biomedical":[13],"information":[14],"extraction.":[15],"Previous":[16],"studies":[17],"suffer":[18],"from":[19,83,197],"inadequate":[20],"annotated":[21],"datasets,":[22,154],"especially":[23,206],"limited":[25],"knowledge":[26,50,131,168,179,196,225,236],"contained":[27],"them.":[29],"METHODS:":[30],"To":[31],"remedy":[32],"above":[34],"issue,":[35],"we":[36,103,124,165],"propose":[37,218],"a":[38,65,110,118,146,174,219],"novel":[39],"Named":[41],"Entity":[42],"Recognition":[43],"(BioNER)":[44],"framework":[45,70,220],"with":[46,178,221],"label":[47,147,222],"re-correction":[48,148,223],"and":[49,59,89,106,190,224,245],"distillation":[51,226],"strategies,":[52],"which":[53,155],"could":[54],"not":[55],"only":[56],"create":[57],"large":[58],"high-quality":[60,153],"datasets":[61,142,199,241],"but":[62],"also":[63],"obtain":[64],"high-performance":[66],"model.":[68],"Our":[69],"inspired":[72],"by":[73,97,114,128,145],"two":[74,141,152,160,171,233,239],"points:":[75],"(1)":[76],"should":[80,94],"be":[81,95],"considered":[82],"perspective":[85],"both":[87,246],"coverage":[88],"accuracy;":[90],"(2)":[91],"trustable":[92],"annotations":[93],"yielded":[96],"iterative":[98],"correction.":[99],"Firstly,":[100],"for":[101,248],"coverage,":[102],"annotate":[104],"chemical":[105],"disease":[107],"entities":[108],"large-scale":[111,198],"unlabeled":[112],"dataset":[113],"PubTator":[115],"to":[116,133,150,158,212],"generate":[117,134],"weakly":[119,136],"labeled":[120,137],"dataset.":[121,138],"For":[122],"accuracy,":[123],"then":[125],"filter":[126],"it":[127],"utilizing":[129],"multiple":[130],"bases":[132],"another":[135],"Next,":[139],"are":[143,156,243],"revised":[144],"strategy":[149],"construct":[151],"used":[157],"train":[159],"models,":[162],"respectively.":[163],"Finally,":[164],"compress":[166],"models":[172],"into":[173],"single":[175],"model":[177],"distillation.":[180],"RESULTS:":[181],"Experiments":[182],"on":[183],"BioCreative":[185],"V":[186],"chemical-disease":[187],"relation":[188],"corpus":[189,193],"NCBI":[191],"Disease":[192],"show":[194,230],"that":[195,231],"significantly":[200],"improves":[201],"performance":[203],"BioNER,":[205],"recall":[208],"it,":[210],"leading":[211],"new":[213],"state-of-the-art":[214],"results.":[215],"CONCLUSIONS:":[216],"We":[217],"strategies.":[227],"Comparison":[228],"results":[229],"perspectives":[234],"re-corrected":[240],"respectively":[242],"complementary":[244],"effective":[247],"BioNER.":[249]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":2}],"updated_date":"2026-07-23T08:03:31.855105","created_date":"2025-10-10T00:00:00"}