{"id":"https://openalex.org/W4412610530","doi":"https://doi.org/10.1109/hpcc64274.2024.00121","title":"Chinese Medical Continual Named Entity Recognition Based on Continual Learning and Knowledge Distillation","display_name":"Chinese Medical Continual Named Entity Recognition Based on Continual Learning and Knowledge Distillation","publication_year":2024,"publication_date":"2024-12-13","ids":{"openalex":"https://openalex.org/W4412610530","doi":"https://doi.org/10.1109/hpcc64274.2024.00121"},"language":"en","primary_location":{"id":"doi:10.1109/hpcc64274.2024.00121","is_oa":false,"landing_page_url":"https://doi.org/10.1109/hpcc64274.2024.00121","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Conference on High Performance Computing and Communications (HPCC)","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5022131617","display_name":"Yuxiang Chen","orcid":"https://orcid.org/0000-0002-6920-2263"},"institutions":[{"id":"https://openalex.org/I161350542","display_name":"China Three Gorges University","ror":"https://ror.org/0419nfc77","country_code":"CN","type":"education","lineage":["https://openalex.org/I161350542"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuxiang Chen","raw_affiliation_strings":["China Three Gorges University,College of Computer and Information,Yichang,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"China Three Gorges University,College of Computer and Information,Yichang,China","institution_ids":["https://openalex.org/I161350542"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073685640","display_name":"Zhiping Dan","orcid":"https://orcid.org/0000-0002-2616-5730"},"institutions":[{"id":"https://openalex.org/I161350542","display_name":"China Three Gorges University","ror":"https://ror.org/0419nfc77","country_code":"CN","type":"education","lineage":["https://openalex.org/I161350542"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhiping Dan","raw_affiliation_strings":["China Three Gorges University,College of Computer and Information,Yichang,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"China Three Gorges University,College of Computer and Information,Yichang,China","institution_ids":["https://openalex.org/I161350542"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042411881","display_name":"Zhun Gao","orcid":null},"institutions":[{"id":"https://openalex.org/I161350542","display_name":"China Three Gorges University","ror":"https://ror.org/0419nfc77","country_code":"CN","type":"education","lineage":["https://openalex.org/I161350542"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhun Gao","raw_affiliation_strings":["China Three Gorges University,College of Computer and Information,Yichang,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"China Three Gorges University,College of Computer and Information,Yichang,China","institution_ids":["https://openalex.org/I161350542"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100776513","display_name":"Hongzhi Zhang","orcid":"https://orcid.org/0000-0001-8025-346X"},"institutions":[{"id":"https://openalex.org/I161350542","display_name":"China Three Gorges University","ror":"https://ror.org/0419nfc77","country_code":"CN","type":"education","lineage":["https://openalex.org/I161350542"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hongzhi Zhang","raw_affiliation_strings":["China Three Gorges University,College of Computer and Information,Yichang,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"China Three Gorges University,College of Computer and Information,Yichang,China","institution_ids":["https://openalex.org/I161350542"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100320723","display_name":"Zhiyuan Liu","orcid":"https://orcid.org/0000-0002-7709-2543"},"institutions":[{"id":"https://openalex.org/I161350542","display_name":"China Three Gorges University","ror":"https://ror.org/0419nfc77","country_code":"CN","type":"education","lineage":["https://openalex.org/I161350542"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhiyuan Liu","raw_affiliation_strings":["China Three Gorges University,College of Computer and Information,Yichang,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"China Three Gorges University,College of Computer and Information,Yichang,China","institution_ids":["https://openalex.org/I161350542"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5031387979","display_name":"Ji Lu","orcid":"https://orcid.org/0000-0003-1048-235X"},"institutions":[{"id":"https://openalex.org/I4210105124","display_name":"Second Hospital of Yichang","ror":"https://ror.org/016bw3t53","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210105124"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ji Lu","raw_affiliation_strings":["Yichang Key Laboratory of Intelligent Medicine,Radiology and Imaging,Yichang,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Yichang Key Laboratory of Intelligent Medicine,Radiology and Imaging,Yichang,China","institution_ids":["https://openalex.org/I4210105124"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.3328,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.62586602,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"885","last_page":"893"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","score":0.8931000232696533,"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":0.8931000232696533,"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/T14025","display_name":"Educational Technology and Assessment","score":0.8914999961853027,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T10181","display_name":"Natural Language Processing Techniques","score":0.8039000034332275,"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":0.6680011749267578},{"id":"https://openalex.org/keywords/distillation","display_name":"Distillation","score":0.5686055421829224},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5384511947631836},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.42676061391830444},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.3773846924304962},{"id":"https://openalex.org/keywords/chemistry","display_name":"Chemistry","score":0.08876454830169678}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6680011749267578},{"id":"https://openalex.org/C204030448","wikidata":"https://www.wikidata.org/wiki/Q101017","display_name":"Distillation","level":2,"score":0.5686055421829224},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5384511947631836},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.42676061391830444},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.3773846924304962},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.08876454830169678},{"id":"https://openalex.org/C178790620","wikidata":"https://www.wikidata.org/wiki/Q11351","display_name":"Organic chemistry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/hpcc64274.2024.00121","is_oa":false,"landing_page_url":"https://doi.org/10.1109/hpcc64274.2024.00121","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Conference on High Performance Computing and Communications (HPCC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":22,"referenced_works":["https://openalex.org/W1981797826","https://openalex.org/W2127479124","https://openalex.org/W2144578941","https://openalex.org/W2161905890","https://openalex.org/W2296283641","https://openalex.org/W2804221886","https://openalex.org/W2953356739","https://openalex.org/W2971019153","https://openalex.org/W2998456908","https://openalex.org/W3030364939","https://openalex.org/W3034744126","https://openalex.org/W3035375600","https://openalex.org/W3173197807","https://openalex.org/W3176549752","https://openalex.org/W4285107314","https://openalex.org/W4382202678","https://openalex.org/W4389520683","https://openalex.org/W6640212811","https://openalex.org/W6640362995","https://openalex.org/W6683738474","https://openalex.org/W6839043165","https://openalex.org/W6843814252"],"related_works":["https://openalex.org/W2961085424","https://openalex.org/W4306674287","https://openalex.org/W4387369504","https://openalex.org/W4394896187","https://openalex.org/W3170094116","https://openalex.org/W4386462264","https://openalex.org/W3107602296","https://openalex.org/W4364306694","https://openalex.org/W4312192474","https://openalex.org/W4283697347"],"abstract_inverted_index":{"Chinese":[0,12,52,140],"Medical":[1],"Named":[2],"Entity":[3],"Recognition":[4],"(CMNER)":[5],"is":[6,112],"the":[7,68,93,107,110,128,139,146,154,166],"extraction":[8],"of":[9,109,122,130],"entities":[10,40],"from":[11,31],"unstructured":[13],"medical":[14,16,39,53,133,141],"electronic":[15],"record":[17],"text.":[18],"Traditional":[19],"CMNER":[20],"models":[21],"cannot":[22],"adapt":[23],"to":[24,42,80,84],"multi-task":[25],"continuous":[26,54,60,75],"entity":[27,55,71],"recognition":[28,56,123],"and":[29,62,70,77,88,102,125,145,153,161],"suffer":[30],"catastrophic":[32],"forgetting":[33],"in":[34,127],"incremental":[35],"learning":[36,61,76],"when":[37],"new":[38,86],"continue":[41],"arrive.":[43],"To":[44],"solve":[45],"these":[46],"problems,":[47],"this":[48],"paper":[49],"proposes":[50],"a":[51,119],"model":[57,111],"based":[58],"on":[59,138],"knowledge":[63,78,87,91],"distillation.":[64],"Independent":[65],"modeling":[66],"at":[67,92],"span":[69],"levels,":[72],"combined":[73],"with":[74,165],"distillation":[79],"retain":[81,89],"memory,":[82],"aims":[83],"learn":[85],"old":[90],"same":[94],"time.":[95],"Further,":[96],"by":[97,159],"introducing":[98],"dynamic":[99],"adaptation":[100],"mechanisms":[101],"advanced":[103],"feature":[104],"fusion":[105],"strategies,":[106],"performance":[108],"optimized":[113],"so":[114],"that":[115],"it":[116],"can":[117],"maintain":[118],"high":[120],"level":[121],"accuracy":[124],"stability":[126],"face":[129],"constantly":[131],"changing":[132],"entities.":[134],"Experiments":[135],"were":[136,157],"conducted":[137],"terminology":[142],"dataset":[143],"CCKS2020":[144],"self-built":[147],"breast":[148],"cancer":[149],"examination":[150],"report":[151],"dataset,":[152],"F1":[155],"values":[156],"improved":[158],"1.64%":[160],"0.37%":[162],"respectively":[163],"compared":[164],"best":[167],"baseline":[168],"model.":[169]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-08-14T07:06:38.338062","created_date":"2025-10-10T00:00:00"}
