{"id":"https://openalex.org/W4214886308","doi":"https://doi.org/10.1109/ccwc54503.2022.9720911","title":"Fine-Grained Chinese Named Entity Recognition Based on MacBERT-Attn-BiLSTM-CRF Model","display_name":"Fine-Grained Chinese Named Entity Recognition Based on MacBERT-Attn-BiLSTM-CRF Model","publication_year":2022,"publication_date":"2022-01-26","ids":{"openalex":"https://openalex.org/W4214886308","doi":"https://doi.org/10.1109/ccwc54503.2022.9720911"},"language":"en","primary_location":{"id":"doi:10.1109/ccwc54503.2022.9720911","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ccwc54503.2022.9720911","pdf_url":null,"source":{"id":"https://openalex.org/S4363608098","display_name":"2022 IEEE 12th Annual Computing and Communication Workshop and Conference (CCWC)","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IEEE 12th Annual Computing and Communication Workshop and Conference (CCWC)","raw_type":"proceedings-article"},"type":"article","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/A5055155045","display_name":"Jueyang Wang","orcid":null},"institutions":[{"id":"https://openalex.org/I75059550","display_name":"Zhejiang Gongshang University","ror":"https://ror.org/0569mkk41","country_code":"CN","type":"education","lineage":["https://openalex.org/I75059550"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jueyang Wang","raw_affiliation_strings":["Zhejiang Gongshang University,School of Information and Electronic Engineering,Hangzhou,China","School of Information and Electronic Engineering, Zhejiang Gongshang University, Hangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Zhejiang Gongshang University,School of Information and Electronic Engineering,Hangzhou,China","institution_ids":["https://openalex.org/I75059550"]},{"raw_affiliation_string":"School of Information and Electronic Engineering, Zhejiang Gongshang University, Hangzhou, China","institution_ids":["https://openalex.org/I75059550"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071279802","display_name":"LI Shu-zhen","orcid":null},"institutions":[{"id":"https://openalex.org/I75059550","display_name":"Zhejiang Gongshang University","ror":"https://ror.org/0569mkk41","country_code":"CN","type":"education","lineage":["https://openalex.org/I75059550"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shuzhen Li","raw_affiliation_strings":["Zhejiang Gongshang University,School of Information and Electronic Engineering,Hangzhou,China","School of Information and Electronic Engineering, Zhejiang Gongshang University, Hangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Zhejiang Gongshang University,School of Information and Electronic Engineering,Hangzhou,China","institution_ids":["https://openalex.org/I75059550"]},{"raw_affiliation_string":"School of Information and Electronic Engineering, Zhejiang Gongshang University, Hangzhou, China","institution_ids":["https://openalex.org/I75059550"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091689371","display_name":"Edward Agyemang-Duah","orcid":null},"institutions":[{"id":"https://openalex.org/I75059550","display_name":"Zhejiang Gongshang University","ror":"https://ror.org/0569mkk41","country_code":"CN","type":"education","lineage":["https://openalex.org/I75059550"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Edward Agyemang-Duah","raw_affiliation_strings":["Zhejiang Gongshang University,School of Information and Electronic Engineering,Hangzhou,China","School of Information and Electronic Engineering, Zhejiang Gongshang University, Hangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Zhejiang Gongshang University,School of Information and Electronic Engineering,Hangzhou,China","institution_ids":["https://openalex.org/I75059550"]},{"raw_affiliation_string":"School of Information and Electronic Engineering, Zhejiang Gongshang University, Hangzhou, China","institution_ids":["https://openalex.org/I75059550"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026104847","display_name":"Xingyu Feng","orcid":"https://orcid.org/0000-0002-2152-8483"},"institutions":[{"id":"https://openalex.org/I75059550","display_name":"Zhejiang Gongshang University","ror":"https://ror.org/0569mkk41","country_code":"CN","type":"education","lineage":["https://openalex.org/I75059550"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xingyu Feng","raw_affiliation_strings":["Zhejiang Gongshang University,School of Information and Electronic Engineering,Hangzhou,China","School of Information and Electronic Engineering, Zhejiang Gongshang University, Hangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Zhejiang Gongshang University,School of Information and Electronic Engineering,Hangzhou,China","institution_ids":["https://openalex.org/I75059550"]},{"raw_affiliation_string":"School of Information and Electronic Engineering, Zhejiang Gongshang University, Hangzhou, China","institution_ids":["https://openalex.org/I75059550"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102924961","display_name":"Xu Chun","orcid":"https://orcid.org/0000-0002-8413-1934"},"institutions":[{"id":"https://openalex.org/I75059550","display_name":"Zhejiang Gongshang University","ror":"https://ror.org/0569mkk41","country_code":"CN","type":"education","lineage":["https://openalex.org/I75059550"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chun Xu","raw_affiliation_strings":["Zhejiang Gongshang University,School of Information and Electronic Engineering,Hangzhou,China","School of Information and Electronic Engineering, Zhejiang Gongshang University, Hangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Zhejiang Gongshang University,School of Information and Electronic Engineering,Hangzhou,China","institution_ids":["https://openalex.org/I75059550"]},{"raw_affiliation_string":"School of Information and Electronic Engineering, Zhejiang Gongshang University, Hangzhou, China","institution_ids":["https://openalex.org/I75059550"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040609054","display_name":"Yuao Ji","orcid":null},"institutions":[{"id":"https://openalex.org/I75059550","display_name":"Zhejiang Gongshang University","ror":"https://ror.org/0569mkk41","country_code":"CN","type":"education","lineage":["https://openalex.org/I75059550"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuao Ji","raw_affiliation_strings":["Zhejiang Gongshang University,School of Information and Electronic Engineering,Hangzhou,China","School of Information and Electronic Engineering, Zhejiang Gongshang University, Hangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Zhejiang Gongshang University,School of Information and Electronic Engineering,Hangzhou,China","institution_ids":["https://openalex.org/I75059550"]},{"raw_affiliation_string":"School of Information and Electronic Engineering, Zhejiang Gongshang University, Hangzhou, China","institution_ids":["https://openalex.org/I75059550"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5012700373","display_name":"Junqiang Liu","orcid":"https://orcid.org/0000-0002-7677-4155"},"institutions":[{"id":"https://openalex.org/I75059550","display_name":"Zhejiang Gongshang University","ror":"https://ror.org/0569mkk41","country_code":"CN","type":"education","lineage":["https://openalex.org/I75059550"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Junqiang Liu","raw_affiliation_strings":["Zhejiang Gongshang University,School of Information and Electronic Engineering,Hangzhou,China","School of Information and Electronic Engineering, Zhejiang Gongshang University, Hangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Zhejiang Gongshang University,School of Information and Electronic Engineering,Hangzhou,China","institution_ids":["https://openalex.org/I75059550"]},{"raw_affiliation_string":"School of Information and Electronic Engineering, Zhejiang Gongshang University, Hangzhou, China","institution_ids":["https://openalex.org/I75059550"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.7267,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.69541479,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"0125","last_page":"0131"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","score":0.9998999834060669,"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":0.9998999834060669,"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/T10181","display_name":"Natural Language Processing Techniques","score":0.9991000294685364,"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/T11550","display_name":"Text and Document Classification Technologies","score":0.9850000143051147,"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/named-entity-recognition","display_name":"Named-entity recognition","score":0.9031826257705688},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8502471446990967},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.7835150957107544},{"id":"https://openalex.org/keywords/granularity","display_name":"Granularity","score":0.7661528587341309},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6607306003570557},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.5834493041038513},{"id":"https://openalex.org/keywords/named-entity","display_name":"Named entity","score":0.5197279453277588},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.5136589407920837},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.4589129686355591},{"id":"https://openalex.org/keywords/component","display_name":"Component (thermodynamics)","score":0.4550425112247467},{"id":"https://openalex.org/keywords/entity-linking","display_name":"Entity linking","score":0.443320095539093},{"id":"https://openalex.org/keywords/language-model","display_name":"Language model","score":0.44091588258743286},{"id":"https://openalex.org/keywords/information-extraction","display_name":"Information extraction","score":0.4339728057384491},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.42736124992370605},{"id":"https://openalex.org/keywords/feature-engineering","display_name":"Feature engineering","score":0.4137915074825287},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.3524263799190521},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.2805967330932617},{"id":"https://openalex.org/keywords/linguistics","display_name":"Linguistics","score":0.06520658731460571}],"concepts":[{"id":"https://openalex.org/C2779135771","wikidata":"https://www.wikidata.org/wiki/Q403574","display_name":"Named-entity recognition","level":3,"score":0.9031826257705688},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8502471446990967},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.7835150957107544},{"id":"https://openalex.org/C177774035","wikidata":"https://www.wikidata.org/wiki/Q1246948","display_name":"Granularity","level":2,"score":0.7661528587341309},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6607306003570557},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.5834493041038513},{"id":"https://openalex.org/C2777889803","wikidata":"https://www.wikidata.org/wiki/Q25047676","display_name":"Named entity","level":2,"score":0.5197279453277588},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.5136589407920837},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.4589129686355591},{"id":"https://openalex.org/C168167062","wikidata":"https://www.wikidata.org/wiki/Q1117970","display_name":"Component (thermodynamics)","level":2,"score":0.4550425112247467},{"id":"https://openalex.org/C96711827","wikidata":"https://www.wikidata.org/wiki/Q17012245","display_name":"Entity linking","level":3,"score":0.443320095539093},{"id":"https://openalex.org/C137293760","wikidata":"https://www.wikidata.org/wiki/Q3621696","display_name":"Language model","level":2,"score":0.44091588258743286},{"id":"https://openalex.org/C195807954","wikidata":"https://www.wikidata.org/wiki/Q1662562","display_name":"Information extraction","level":2,"score":0.4339728057384491},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.42736124992370605},{"id":"https://openalex.org/C2778827112","wikidata":"https://www.wikidata.org/wiki/Q22245680","display_name":"Feature engineering","level":3,"score":0.4137915074825287},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.3524263799190521},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.2805967330932617},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.06520658731460571},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0},{"id":"https://openalex.org/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","level":1,"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/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.0},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C4554734","wikidata":"https://www.wikidata.org/wiki/Q593744","display_name":"Knowledge base","level":2,"score":0.0},{"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/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ccwc54503.2022.9720911","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ccwc54503.2022.9720911","pdf_url":null,"source":{"id":"https://openalex.org/S4363608098","display_name":"2022 IEEE 12th Annual Computing and Communication Workshop and Conference (CCWC)","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IEEE 12th Annual Computing and Communication Workshop and Conference (CCWC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5299999713897705,"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":30,"referenced_works":["https://openalex.org/W173870552","https://openalex.org/W1899794420","https://openalex.org/W1940872118","https://openalex.org/W2020278455","https://openalex.org/W2115633168","https://openalex.org/W2574163994","https://openalex.org/W2794737814","https://openalex.org/W2798298921","https://openalex.org/W2896457183","https://openalex.org/W2906635035","https://openalex.org/W2951559648","https://openalex.org/W2952230511","https://openalex.org/W2953356739","https://openalex.org/W2963208801","https://openalex.org/W2965373594","https://openalex.org/W2970509139","https://openalex.org/W2998811572","https://openalex.org/W3021636956","https://openalex.org/W3102725307","https://openalex.org/W4294635415","https://openalex.org/W6640362995","https://openalex.org/W6640598943","https://openalex.org/W6683738474","https://openalex.org/W6732291820","https://openalex.org/W6749856000","https://openalex.org/W6752324926","https://openalex.org/W6755207826","https://openalex.org/W6758292799","https://openalex.org/W6766673545","https://openalex.org/W6772544576"],"related_works":["https://openalex.org/W2186562580","https://openalex.org/W2032007337","https://openalex.org/W4255258373","https://openalex.org/W2593907245","https://openalex.org/W2155874911","https://openalex.org/W3000685722","https://openalex.org/W1884363728","https://openalex.org/W3133906981","https://openalex.org/W4253099099","https://openalex.org/W3006227201"],"abstract_inverted_index":{"Named":[0],"Entity":[1],"Recognition":[2],"(NER)":[3],"is":[4,19],"to":[5],"identify":[6],"pre-defined":[7],"types":[8],"of":[9,23,41,45,55],"entities":[10],"(such":[11],"as":[12],"people,":[13],"organizations,":[14],"locations)":[15],"from":[16],"texts.":[17],"NER":[18,78],"a":[20,39,63,75],"key":[21],"component":[22],"information":[24],"retrieval,":[25],"relationship":[26],"extraction":[27],"and":[28,52],"other":[29],"tasks":[30],"in":[31],"practice.":[32],"However,":[33],"traditional":[34],"entity":[35],"recognition":[36],"models":[37,86],"have":[38],"series":[40],"problems:":[42],"high":[43],"cost":[44],"artificial":[46],"feature":[47],"design,":[48],"weak":[49],"model":[50,64,83],"robustness,":[51],"coarse":[53],"granularity":[54],"entities.":[56],"To":[57],"solve":[58],"these":[59],"problems,":[60],"we":[61],"propose":[62],"called":[65],"MacBERT-Attn-BiLSTM-CRF":[66],"based":[67],"on":[68,74],"pre-trained":[69],"language":[70],"models.":[71],"The":[72],"experiments":[73],"fine-grained":[76],"Chinese":[77],"dataset":[79],"show":[80],"that":[81],"our":[82],"outperforms":[84],"existing":[85],"significantly.":[87]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":2}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}