{"id":"https://openalex.org/W4285041941","doi":"https://doi.org/10.1007/s11063-022-10933-3","title":"A Multi-Task BERT-BiLSTM-AM-CRF Strategy for Chinese Named Entity Recognition","display_name":"A Multi-Task BERT-BiLSTM-AM-CRF Strategy for Chinese Named Entity Recognition","publication_year":2022,"publication_date":"2022-07-12","ids":{"openalex":"https://openalex.org/W4285041941","doi":"https://doi.org/10.1007/s11063-022-10933-3"},"language":"en","primary_location":{"id":"doi:10.1007/s11063-022-10933-3","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11063-022-10933-3","pdf_url":null,"source":{"id":"https://openalex.org/S140962798","display_name":"Neural Processing Letters","issn_l":"1370-4621","issn":["1370-4621","1573-773X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neural Processing Letters","raw_type":"journal-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/A5101502532","display_name":"Xiaoyong Tang","orcid":"https://orcid.org/0000-0002-8271-0705"},"institutions":[{"id":"https://openalex.org/I56934997","display_name":"Changsha University of Science and Technology","ror":"https://ror.org/03yph8055","country_code":"CN","type":"education","lineage":["https://openalex.org/I56934997"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Xiaoyong Tang","raw_affiliation_strings":["School of Computer and Communications Engineering, Changsha University of Science & Technology, Changsha, 410114, Hunan, China"],"affiliations":[{"raw_affiliation_string":"School of Computer and Communications Engineering, Changsha University of Science & Technology, Changsha, 410114, Hunan, China","institution_ids":["https://openalex.org/I56934997"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101949194","display_name":"Yong Huang","orcid":"https://orcid.org/0000-0001-9166-4037"},"institutions":[{"id":"https://openalex.org/I56934997","display_name":"Changsha University of Science and Technology","ror":"https://ror.org/03yph8055","country_code":"CN","type":"education","lineage":["https://openalex.org/I56934997"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yong Huang","raw_affiliation_strings":["School of Computer and Communications Engineering, Changsha University of Science & Technology, Changsha, 410114, Hunan, China"],"affiliations":[{"raw_affiliation_string":"School of Computer and Communications Engineering, Changsha University of Science & Technology, Changsha, 410114, Hunan, China","institution_ids":["https://openalex.org/I56934997"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103211842","display_name":"Meng Xia","orcid":"https://orcid.org/0009-0008-4115-1514"},"institutions":[{"id":"https://openalex.org/I56934997","display_name":"Changsha University of Science and Technology","ror":"https://ror.org/03yph8055","country_code":"CN","type":"education","lineage":["https://openalex.org/I56934997"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Meng Xia","raw_affiliation_strings":["School of Computer and Communications Engineering, Changsha University of Science & Technology, Changsha, 410114, Hunan, China"],"affiliations":[{"raw_affiliation_string":"School of Computer and Communications Engineering, Changsha University of Science & Technology, Changsha, 410114, Hunan, China","institution_ids":["https://openalex.org/I56934997"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5003150744","display_name":"Chengfeng Long","orcid":null},"institutions":[{"id":"https://openalex.org/I52180223","display_name":"Hunan Agricultural University","ror":"https://ror.org/01dzed356","country_code":"CN","type":"education","lineage":["https://openalex.org/I52180223"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chengfeng Long","raw_affiliation_strings":["School of Information and Intelligence, Hunan Agricultural University, Changsha, 410128, Hunan, China"],"affiliations":[{"raw_affiliation_string":"School of Information and Intelligence, Hunan Agricultural University, Changsha, 410128, Hunan, China","institution_ids":["https://openalex.org/I52180223"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5101502532"],"corresponding_institution_ids":["https://openalex.org/I56934997"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":3.5861,"has_fulltext":false,"cited_by_count":30,"citation_normalized_percentile":{"value":0.9365384,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":100},"biblio":{"volume":"55","issue":"2","first_page":"1209","last_page":"1229"},"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":0.9980000257492065,"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/T13083","display_name":"Advanced Text Analysis Techniques","score":0.9857000112533569,"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":0.8389983177185059},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7070038318634033},{"id":"https://openalex.org/keywords/named-entity-recognition","display_name":"Named-entity recognition","score":0.6550849676132202},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.6002283692359924},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.5779269337654114},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.5489585399627686},{"id":"https://openalex.org/keywords/word","display_name":"Word (group theory)","score":0.4944605827331543},{"id":"https://openalex.org/keywords/information-extraction","display_name":"Information extraction","score":0.4913279116153717},{"id":"https://openalex.org/keywords/sequence-labeling","display_name":"Sequence labeling","score":0.4820500314235687},{"id":"https://openalex.org/keywords/polysemy","display_name":"Polysemy","score":0.4686165452003479},{"id":"https://openalex.org/keywords/preprocessor","display_name":"Preprocessor","score":0.4546726644039154},{"id":"https://openalex.org/keywords/framenet","display_name":"FrameNet","score":0.4499059319496155},{"id":"https://openalex.org/keywords/tuple","display_name":"Tuple","score":0.4452711045742035},{"id":"https://openalex.org/keywords/annotation","display_name":"Annotation","score":0.4371243715286255},{"id":"https://openalex.org/keywords/multi-task-learning","display_name":"Multi-task learning","score":0.4196321666240692}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8389983177185059},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7070038318634033},{"id":"https://openalex.org/C2779135771","wikidata":"https://www.wikidata.org/wiki/Q403574","display_name":"Named-entity recognition","level":3,"score":0.6550849676132202},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.6002283692359924},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5779269337654114},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5489585399627686},{"id":"https://openalex.org/C90805587","wikidata":"https://www.wikidata.org/wiki/Q10944557","display_name":"Word (group theory)","level":2,"score":0.4944605827331543},{"id":"https://openalex.org/C195807954","wikidata":"https://www.wikidata.org/wiki/Q1662562","display_name":"Information extraction","level":2,"score":0.4913279116153717},{"id":"https://openalex.org/C35639132","wikidata":"https://www.wikidata.org/wiki/Q7452468","display_name":"Sequence labeling","level":3,"score":0.4820500314235687},{"id":"https://openalex.org/C2780276568","wikidata":"https://www.wikidata.org/wiki/Q191928","display_name":"Polysemy","level":2,"score":0.4686165452003479},{"id":"https://openalex.org/C34736171","wikidata":"https://www.wikidata.org/wiki/Q918333","display_name":"Preprocessor","level":2,"score":0.4546726644039154},{"id":"https://openalex.org/C185754541","wikidata":"https://www.wikidata.org/wiki/Q1322093","display_name":"FrameNet","level":3,"score":0.4499059319496155},{"id":"https://openalex.org/C118930307","wikidata":"https://www.wikidata.org/wiki/Q600590","display_name":"Tuple","level":2,"score":0.4452711045742035},{"id":"https://openalex.org/C2776321320","wikidata":"https://www.wikidata.org/wiki/Q857525","display_name":"Annotation","level":2,"score":0.4371243715286255},{"id":"https://openalex.org/C28006648","wikidata":"https://www.wikidata.org/wiki/Q6934509","display_name":"Multi-task learning","level":3,"score":0.4196321666240692},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"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/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C118615104","wikidata":"https://www.wikidata.org/wiki/Q121416","display_name":"Discrete mathematics","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/C186644900","wikidata":"https://www.wikidata.org/wiki/Q194152","display_name":"Parsing","level":2,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s11063-022-10933-3","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11063-022-10933-3","pdf_url":null,"source":{"id":"https://openalex.org/S140962798","display_name":"Neural Processing Letters","issn_l":"1370-4621","issn":["1370-4621","1573-773X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neural Processing Letters","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.7900000214576721,"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education"}],"awards":[{"id":"https://openalex.org/G6038339980","display_name":null,"funder_award_id":"2020JJ4376","funder_id":"https://openalex.org/F4320322843","funder_display_name":"Natural Science Foundation of\u00a0Hunan Province"},{"id":"https://openalex.org/G6647730276","display_name":null,"funder_award_id":"61972146","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation 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/F4320322843","display_name":"Natural Science Foundation of\u00a0Hunan Province","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":31,"referenced_works":["https://openalex.org/W1965997238","https://openalex.org/W2096744070","https://openalex.org/W2109711517","https://openalex.org/W2141869602","https://openalex.org/W2143612262","https://openalex.org/W2296283641","https://openalex.org/W2734608416","https://openalex.org/W2905273891","https://openalex.org/W2921291646","https://openalex.org/W2937815589","https://openalex.org/W2957763665","https://openalex.org/W2962902328","https://openalex.org/W2970374239","https://openalex.org/W2975907168","https://openalex.org/W2977638463","https://openalex.org/W2978841979","https://openalex.org/W2995602767","https://openalex.org/W2998245329","https://openalex.org/W3002226419","https://openalex.org/W3015202382","https://openalex.org/W3081358461","https://openalex.org/W3103431292","https://openalex.org/W3129155125","https://openalex.org/W3132746979","https://openalex.org/W3157876196","https://openalex.org/W3196334918","https://openalex.org/W3204538784","https://openalex.org/W3213591530","https://openalex.org/W4205902144","https://openalex.org/W4214752711","https://openalex.org/W6601375367"],"related_works":["https://openalex.org/W2745120502","https://openalex.org/W189110383","https://openalex.org/W2589080577","https://openalex.org/W4321523623","https://openalex.org/W3161409692","https://openalex.org/W2530283981","https://openalex.org/W4287197350","https://openalex.org/W3036779180","https://openalex.org/W3047727388","https://openalex.org/W2790360088"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":11},{"year":2024,"cited_by_count":9},{"year":2023,"cited_by_count":6}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}