{"id":"https://openalex.org/W4377236463","doi":"https://doi.org/10.1145/3581807.3581856","title":"A Novel Chinese Resume Named Entity Recognition Model Based on Lexical Enhancement","display_name":"A Novel Chinese Resume Named Entity Recognition Model Based on Lexical Enhancement","publication_year":2022,"publication_date":"2022-11-17","ids":{"openalex":"https://openalex.org/W4377236463","doi":"https://doi.org/10.1145/3581807.3581856"},"language":"en","primary_location":{"id":"doi:10.1145/3581807.3581856","is_oa":true,"landing_page_url":"http://dx.doi.org/10.1145/3581807.3581856","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3581807.3581856?download=true","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2022 11th International Conference on Computing and Pattern Recognition","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3581807.3581856?download=true","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5054448898","display_name":"Jinshang Luo","orcid":null},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Jinshang Luo","raw_affiliation_strings":["Information Center, University of Electronic Science and Technology of China, China and \rTianfu Co-innovation Center Digital Party Construction Research Institute, University of Electronic Science and Technology of China, China"],"affiliations":[{"raw_affiliation_string":"Information Center, University of Electronic Science and Technology of China, China and \rTianfu Co-innovation Center Digital Party Construction Research Institute, University of Electronic Science and Technology of China, China","institution_ids":["https://openalex.org/I150229711"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101558752","display_name":"Liu Ying","orcid":"https://orcid.org/0000-0001-9738-8272"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ying Liu","raw_affiliation_strings":["School Office, Chongqing Hechuan Teacher Development School, China"],"affiliations":[{"raw_affiliation_string":"School Office, Chongqing Hechuan Teacher Development School, China","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5102008799","display_name":"Mengshu Hou","orcid":"https://orcid.org/0000-0002-5283-7318"},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Mengshu Hou","raw_affiliation_strings":["School of Computer Science and Engineering, University of Electronic Science and Technology of China, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, University of Electronic Science and Technology of China, China","institution_ids":["https://openalex.org/I150229711"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5054448898"],"corresponding_institution_ids":["https://openalex.org/I150229711"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.19247078,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"1","issue":null,"first_page":"341","last_page":"346"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","score":0.9995999932289124,"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":0.9995999932289124,"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":0.9957000017166138,"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":0.9933000206947327,"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":0.8298883438110352},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6339528560638428},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.6078343391418457},{"id":"https://openalex.org/keywords/ambiguity","display_name":"Ambiguity","score":0.5172786712646484},{"id":"https://openalex.org/keywords/sentence","display_name":"Sentence","score":0.47537747025489807},{"id":"https://openalex.org/keywords/popularity","display_name":"Popularity","score":0.4379333555698395},{"id":"https://openalex.org/keywords/lexicon","display_name":"Lexicon","score":0.4206651449203491},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.33313700556755066}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8298883438110352},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6339528560638428},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.6078343391418457},{"id":"https://openalex.org/C2780522230","wikidata":"https://www.wikidata.org/wiki/Q1140419","display_name":"Ambiguity","level":2,"score":0.5172786712646484},{"id":"https://openalex.org/C2777530160","wikidata":"https://www.wikidata.org/wiki/Q41796","display_name":"Sentence","level":2,"score":0.47537747025489807},{"id":"https://openalex.org/C2780586970","wikidata":"https://www.wikidata.org/wiki/Q1357284","display_name":"Popularity","level":2,"score":0.4379333555698395},{"id":"https://openalex.org/C2778121359","wikidata":"https://www.wikidata.org/wiki/Q8096","display_name":"Lexicon","level":2,"score":0.4206651449203491},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.33313700556755066},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.0},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3581807.3581856","is_oa":true,"landing_page_url":"http://dx.doi.org/10.1145/3581807.3581856","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3581807.3581856?download=true","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2022 11th International Conference on Computing and Pattern Recognition","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3581807.3581856","is_oa":true,"landing_page_url":"http://dx.doi.org/10.1145/3581807.3581856","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3581807.3581856?download=true","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2022 11th International Conference on Computing and Pattern Recognition","raw_type":"proceedings-article"},"sustainable_development_goals":[{"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4","score":0.5199999809265137}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4377236463.pdf","grobid_xml":"https://content.openalex.org/works/W4377236463.grobid-xml"},"referenced_works_count":9,"referenced_works":["https://openalex.org/W1593502373","https://openalex.org/W1847618513","https://openalex.org/W1964221024","https://openalex.org/W2127593579","https://openalex.org/W2559188277","https://openalex.org/W2900868419","https://openalex.org/W2965690110","https://openalex.org/W3034379414","https://openalex.org/W3035642486"],"related_works":["https://openalex.org/W2368605798","https://openalex.org/W2518037665","https://openalex.org/W2348524959","https://openalex.org/W2477036161","https://openalex.org/W2368049389","https://openalex.org/W2170801710","https://openalex.org/W2384861574","https://openalex.org/W2952704802","https://openalex.org/W4294565801","https://openalex.org/W2142306706"],"abstract_inverted_index":{"The":[0,36,86,119],"resume's":[1],"popularity":[2],"on":[3,131],"the":[4,10,13,24,30,53,65,74,77,95,100,107,113,116,127,132,144,157],"Internet":[5],"has":[6],"greatly":[7],"increased":[8],"with":[9,43,64,89],"development":[11],"of":[12,20,26,38,79,115],"communication":[14],"form.":[15],"It":[16],"is":[17,70],"a":[18,55,150],"concern":[19],"researchers":[21],"to":[22,103],"analyze":[23],"resumes":[25],"job":[27],"applicants":[28],"using":[29],"Named":[31],"Entity":[32],"Recognition":[33],"(NER)":[34],"method.":[35],"difficulty":[37],"Chinese":[39,145],"Resume":[40],"NER":[41],"rests":[42],"word":[44],"segmentation":[45],"ambiguity":[46],"and":[47,81],"domain":[48],"knowledge":[49],"complexity.":[50],"To":[51],"tackle":[52],"issue,":[54],"novel":[56],"lexical":[57,87],"enhancement":[58],"Long":[59],"Short-Term":[60],"Memory":[61],"(LSTM)":[62],"model":[63,159],"average":[66],"encoding":[67],"strategy":[68],"(LEAE-LSTM)":[69],"proposed.":[71],"First,":[72],"through":[73],"pre-trained":[75],"models,":[76],"representations":[78],"characters":[80],"words":[82],"are":[83,92,110,123],"encoded":[84],"separately.":[85],"features":[88],"complementary":[90],"information":[91],"introduced":[93],"for":[94],"character":[96],"sequence":[97],"by":[98,126],"matching":[99],"lexicon.":[101],"Furthermore,":[102],"improve":[104],"contextual":[105],"awareness,":[106],"multi-metadata":[108],"embeddings":[109],"combined":[111],"as":[112],"input":[114],"LSTM":[117],"layer.":[118],"sentence's":[120],"implicit":[121],"correlations":[122],"picked":[124],"up":[125],"self-attention":[128],"mechanism.":[129],"Experiments":[130],"benchmark":[133],"resume":[134,146],"dataset":[135],"demonstrate":[136],"that":[137],"LEAE-LSTM":[138,148],"surpasses":[139],"other":[140],"state-of-the-art":[141],"methods.":[142],"For":[143],"dataset,":[147],"gains":[149],"1.8%":[151],"improvement":[152],"in":[153],"F1":[154],"score":[155],"over":[156],"baseline":[158],"Lattice":[160],"LSTM.":[161]},"counts_by_year":[],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}
