{"id":"https://openalex.org/W4304755973","doi":"https://doi.org/10.1145/3562007.3562022","title":"A Method of Chinese NER Based on BERT Model and Coarse-Grained Features","display_name":"A Method of Chinese NER Based on BERT Model and Coarse-Grained Features","publication_year":2022,"publication_date":"2022-08-26","ids":{"openalex":"https://openalex.org/W4304755973","doi":"https://doi.org/10.1145/3562007.3562022"},"language":"en","primary_location":{"id":"doi:10.1145/3562007.3562022","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3562007.3562022","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 3rd International Conference on Control, Robotics and Intelligent System","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/A5100406445","display_name":"Yafei Wang","orcid":"https://orcid.org/0000-0003-0309-6290"},"institutions":[{"id":"https://openalex.org/I2722730","display_name":"Inner Mongolia University","ror":"https://ror.org/0106qb496","country_code":"CN","type":"education","lineage":["https://openalex.org/I2722730"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yafei Wang","raw_affiliation_strings":["College of Computer Science, Inner Mongolia University, China"],"affiliations":[{"raw_affiliation_string":"College of Computer Science, Inner Mongolia University, China","institution_ids":["https://openalex.org/I2722730"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101789012","display_name":"Hua Li","orcid":"https://orcid.org/0000-0002-6480-7386"},"institutions":[{"id":"https://openalex.org/I2722730","display_name":"Inner Mongolia University","ror":"https://ror.org/0106qb496","country_code":"CN","type":"education","lineage":["https://openalex.org/I2722730"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hua Li","raw_affiliation_strings":["College of Computer Science, Inner Mongolia University, China"],"affiliations":[{"raw_affiliation_string":"College of Computer Science, Inner Mongolia University, China","institution_ids":["https://openalex.org/I2722730"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041370133","display_name":"Peilong Zhang","orcid":null},"institutions":[{"id":"https://openalex.org/I4210124900","display_name":"Inner Mongolia People's Hospital","ror":"https://ror.org/02yng3249","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210124900"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Peilong Zhang","raw_affiliation_strings":["Information and Technology Center, Inner Mongolia People's Hospital, China"],"affiliations":[{"raw_affiliation_string":"Information and Technology Center, Inner Mongolia People's Hospital, China","institution_ids":["https://openalex.org/I4210124900"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005553438","display_name":"Xianrong Wang","orcid":null},"institutions":[{"id":"https://openalex.org/I2722730","display_name":"Inner Mongolia University","ror":"https://ror.org/0106qb496","country_code":"CN","type":"education","lineage":["https://openalex.org/I2722730"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xianrong Wang","raw_affiliation_strings":["College of Computer Science, Inner Mongolia University, China"],"affiliations":[{"raw_affiliation_string":"College of Computer Science, Inner Mongolia University, China","institution_ids":["https://openalex.org/I2722730"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100343755","display_name":"Yulin Liu","orcid":"https://orcid.org/0000-0003-1683-0255"},"institutions":[{"id":"https://openalex.org/I2722730","display_name":"Inner Mongolia University","ror":"https://ror.org/0106qb496","country_code":"CN","type":"education","lineage":["https://openalex.org/I2722730"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yulin Liu","raw_affiliation_strings":["College of Computer Science, Inner Mongolia University, China"],"affiliations":[{"raw_affiliation_string":"College of Computer Science, Inner Mongolia University, China","institution_ids":["https://openalex.org/I2722730"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5100406445"],"corresponding_institution_ids":["https://openalex.org/I2722730"],"apc_list":null,"apc_paid":null,"fwci":0.1326,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.53462655,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"29","issue":null,"first_page":"74","last_page":"79"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","score":0.9539999961853027,"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":0.9539999961853027,"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/T14339","display_name":"Image Processing and 3D Reconstruction","score":0.9498000144958496,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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":0.9296000003814697,"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":0.7318492531776428},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.3237566649913788}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7318492531776428},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.3237566649913788}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3562007.3562022","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3562007.3562022","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 3rd International Conference on Control, Robotics and Intelligent System","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/2","score":0.7200000286102295,"display_name":"Zero hunger"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":5,"referenced_works":["https://openalex.org/W55204438","https://openalex.org/W2165549065","https://openalex.org/W2330149175","https://openalex.org/W2964217331","https://openalex.org/W4234482043"],"related_works":["https://openalex.org/W2611614995","https://openalex.org/W2368651715","https://openalex.org/W2789919619","https://openalex.org/W3107474891","https://openalex.org/W1552159754","https://openalex.org/W2148757832","https://openalex.org/W4321496520","https://openalex.org/W2293457016","https://openalex.org/W2131420137","https://openalex.org/W3169305685"],"abstract_inverted_index":{"Named":[0],"entity":[1],"recognition":[2,63],"(NER)":[3],"is":[4,30,103,112,141],"a":[5,70],"fundamental":[6],"task":[7],"and":[8,21,35,46,61,75,90,98,101],"an":[9],"important":[10],"aspect":[11],"in":[12,39,67,114],"the":[13,40,57,62,80,83,86,91,119,131,135,138],"fields":[14],"of":[15,42,64,73,85,134],"information":[16],"extraction,":[17],"natural":[18],"language":[19],"understanding":[20],"retrieval":[22],"systems.":[23],"Currently,":[24],"NER":[25],"based":[26],"on":[27,137],"deep":[28],"learning":[29],"better":[31],"than":[32],"traditional":[33,50],"feature":[34,43,52],"kernel":[36],"function-based":[37],"approaches":[38],"field":[41],"extraction":[44],"depth":[45],"modeling":[47],"accuracy.":[48],"The":[49,109],"word-based":[51],"approach":[53],"tends":[54],"to":[55,105],"ignore":[56],"coarse-grained":[58,96],"word":[59,99],"features,":[60,100],"named":[65],"entities":[66],"Chinese":[68],"requires":[69],"comprehensive":[71],"consideration":[72],"word-level":[74,76],"features.":[77],"To":[78],"address":[79],"above":[81],"issues,":[82],"combination":[84],"BERT":[87],"pre-training":[88],"model":[89,111,136],"Lattice":[92],"network":[93],"structure":[94],"integrates":[95],"features":[97],"CRF":[102],"used":[104],"decode":[106],"sequence":[107],"labels.":[108],"BERT-Lattice-CRF":[110],"proposed":[113],"this":[115],"paper,":[116],"we":[117,127],"use":[118],"public":[120],"data":[121,139],"set":[122,140],"Resume":[123],"for":[124],"testing.":[125],"Then":[126],"can":[128],"conclude":[129],"that":[130],"F1":[132],"value":[133],"significantly":[142],"improved.":[143]},"counts_by_year":[{"year":2023,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}