{“id”:“https://openalex.org/W4318819520“,”doi“:”https://doi.org/10.1007/978-3-031-25191-7_17“,”title“:”RoBERTa中文医学文本分类“,”display_name“:”RoBERTa中的中文医学文本归类“,”publication_year“:2023,”publitation_date“:”2023-01-01“,”ids“:{”openalex“:”https://openalex.org/W4318819520“,”doi“:”https://doi.org/10.1007/978-3-031-25191-7_17“},”language“:”en“,”primary_location“:{”is_oa“:false,”landing_page_url“:”https://doi.org/10.1007/978-3-031-25191-7_17“,”pdf_url“:空,”源“:{”id“:”https://openalex.org/S106296714“,”display_name“:”计算机科学讲义“,”issn_l“:”0302-9743“,”isn“:[”0302-7743“、”1611-3349“],”is_oa“:false、”is_in_doaj“:false、”is_core“:true、”host_organization“:”https://openalex.org/P4310318900“,”“host_organization_name”:“Springer Science+Business Media”,“host_organization_lineage”:[“https://openalex.org/P431031965","https://openalex.org/P4310318900“],”host_organization_lineage_names“:[”Springer Nature“,”Springer-Science+Business Media“],“type”:“book-series”},“license”:null,“licence_id”:nul,“version”:null,“is_accepted”:false,“is_published”:false},”type“:”book-chapter“,”type_crossref“:“book-chapter”,”indexed_in“:[“crossref”],”open_access“:{”is_oa“:false”“,”oa_url“:空,”any_repository_has_fulltext“:false},”作者身份“:[{”作者位置“:”第一个“,”作者“:{”id“:”https://openalex.org/A5000263128“,”display_name“:”丰泉蔡“,”orcid“:null},”机构“:[{”id“:”https://openalex.org/I117532281“,”display_name“:”广州中医药大学“,”ror“:”https://ror.org/03qb7bg95“,”country_code“:”CN“,”type“:“教育”,”世系“:[”https://openalex.org/I117532281“]}],”countries“:[”CN“],”is_corresponding“:false,”raw_author_name“:”Fengquan Cai“,”raw_affiliation_strings“:【”广州中医药大学医学信息工程学院医学信息学系“】,”affiliations“:”广州中医药大学医学信息工程学院医学信息学系“,“institution_ids”:[“https://openalex.org/I117532281“]}]},{”author_position“:”last“,”author“:{”id“:”https://openalex.org/A5011740024“,”display_name“:”Hui Ye“,”orcid“:”https://orcid.org/0000-0003-3965-9702},“机构”:[{“id”:https://openalex.org/I117532281“,”display_name“:”广州中医药大学“,”ror“:”https://ror.org/03qb7bg95“,”country_code“:”CN“,”type“:“教育”,”世系“:[”https://openalex.org/I117532281“]}],”国家“:[”CN“],”is_corresponding“:true,”raw_author_name“:”Hui Ye“,”raw _affiliation_strings“:[“中国广州中医药大学医学信息工程学院医学信息学系”],“affiliations”:[{“raw_affilition_string”:“广州中医药大学医学信息工程学院医学信息学系“,“institution_ids”:[“https://openalex.org/I117532281“]}]}],”countries_disticont_count“:1,”institutions_disticent_count”:1,“corresponding_author_ids”:[“https://openalex.org/A5011740024“],”对应的机构ID“:[”https://openalex.org/I117532281“],”apc_list“:{”value“:5000,”currency“:”EUR“,”value_usd“:5392,”provenance“:”doaj“},”apc _payed“:null,”fwci“:5.789,”has_fulltext“:false,”cited_by_count“:2,”cited_by_percentile_year“:{”min“:86,”max“:91},“biblio”:{“volume”:null、“issue”:nul,“first_page”:“223”,“last_page”:”236“},”is_retracted“:false,”is_paratext“:fase,”primary_topic“:{”id“:”https://openalex.org/T10028“,”display_name“:”自然语言处理“,”score“:0.9959,”subfield“:{”id“:”https://openalex.org/subfields/1702“,”display_name“:”人工智能“},”字段“:{”id“:”https://openalex.org/fields/17“,”display_name“:”Computer Science“},”domain“:{”id“:”https://openalex.org/domains/3“,”display_name“:”物理科学“}},”主题“:[{”id“:”https://openalex.org/T10028“,”display_name“:”自然语言处理“,”score“:0.9959,”subfield“:{”id“:”https://openalex.org/subfields/1702“,”display_name“:”人工智能“},”字段“:{”id“:”https://openalex.org/fields/17“,”display_name“:”Computer Science“},”domain“:{”id“:”https://openalex.org/domains/3“,”display_name“:”物理科学“}},{”id“:”https://openalex.org/T10181“,”display_name“:”统计机器翻译与自然语言处理“,”score“:0.9868,”subfield“:{”id“:”https://openalex.org/subfields/1702“,”display_name“:”人工智能“},”字段“:{”id“:”https://openalex.org/fields/17“,”display_name“:”Computer Science“},”domain“:{”id“:”https://openalex.org/domains/3“,”display_name“:”物理科学“}},{”id“:”https://openalex.org/T13083“,”“display_name”:“从文本数据中自动提取关键字”,“score”:0.984,“subfield”:{“id”:“https://openalex.org/subfields/1702“,”display_name“:”人工智能“},”字段“:{”id“:”https://openalex.org/fields/17“,”display_name“:”Computer Science“},”domain“:{”id“:”https://openalex.org/domains/3“,”display_name“:”物理科学“}}],”关键词“:[{”id“:”https://openalex.org/keywords/text分类“,”display_name“:”文本分类“,”score“:0.504091}],”concepts“:[{”id“:”https://openalex.org/C2776461190,“wikidata”:https://www.wikidata.org/wiki/Q22673982“,”display_name“:”Word2vec“,”level“:3,”score“:0.88019866},{”id“:”https://openalex.org/C41008148,“wikidata”:https://www.wikidata.org/wiki/Q21198“,”display_name“:”计算机科学“,”level“:0,”score“:0.7846904},{”id“:”https://openalex.org/C154945302,“wikidata”:https://www.wikidata.org/wiki/Q11660“,”display_name“:”人工智能“,”level“:1,”score“:0.66347945},{”id“:”https://openalex.org/C204321447,“wikidata”:https://www.wikidata.org/wiki/Q30642“,”display_name“:”自然语言处理“,”level“:1,”score“:0.6226413},{”id“:”https://openalex.org/C66322947,“wikidata”:https://www.wikidata.org/wiki/Q11658“,”display_name“:”Transformer“,”level“:3,”score“:0.49926162},{”id“:”https://openalex.org/C118505674,“wikidata”:https://www.wikidata.org/wiki/Q42586063“,”display_name“:”编码器“,”level“:2,”score“:0.4853753},{”id“:”https://openalex.org/C3018949938,“wikidata”:https://www.wikidata.org/wiki/Q17166101“,”display_name“:”短信“,”level“:2,”score“:0.43098864},{”id“:”https://openalex.org/C119857082,“wikidata”:https://www.wikidata.org/wiki/Q2539“,”display_name“:”机器学习“,”level“:1,”score“:0.36276835},{”id“:”https://openalex.org/C136764020,“wikidata”:https://www.wikidata.org/wiki/Q466“,”display_name“:”万维网“,”级别“:1,”分数“:0.16328496},{”id“:”https://openalex.org/C121332964,“wikidata”:https://www.wikidata.org/wiki/Q413“,”display_name“:”物理“,”级别“:0,”分数“:0.0},{”id“:”https://openalex.org/C41608201,“wikidata”:https://www.wikidata.org/wiki/Q980509“,”display_name“:”Embedding“,”level“:2,”score“:0.0},{”id“:”https://openalex.org/C62520636,“wikidata”:https://www.wikidata.org/wiki/Q944网址“,”display_name“:”量子力学“,”level“:1,”score“:0.0},{”id“:”https://openalex.org/C165801399,“wikidata”:https://www.wikidata.org/wiki/Q25428“,”display_name“:”Voltage“,”level“:2,”score“:0.0},{”id“:”https://openalex.org/C111919701,“wikidata”:https://www.wikidata.org/wiki/Q9135“,”display_name“:”操作系统“,”level“:1,”score“:0.0}],”mesh“:[],”locations_count“:1.”locations“:[{”is_oa“:false,”landing_page_url“:”https://doi.org/10.1007/978-3-031-25191-7_17“,”pdf_url“:空,”源“:{”id“:”https://openalex.org/S106296714“,”display_name“:”计算机科学讲义“,”issn_l“:”0302-9743“,”isn“:[”0302-7743“、”1611-3349“],”is_oa“:false、”is_in_doaj“:false、”is_core“:true、”host_organization“:”https://openalex.org/P4310318900“,”“host_organization_name”:“Springer Science+Business Media”,“host_organization_lineage”:[“https://openalex.org/P431031965","https://openalex.org/P4310318900“],”host_organization_lineage_names“:[”Springer Nature“,”Springer-Science+Business Media“],“type”:“book-series”},“license”:null,“licence_id”:nul,“version”:null,“is_accepted”:false,“is_published”:false}],“best_oa_location”:nuld,“sustainable_development_goals”:[{“display_name”:“素质教育”,“score”:0.65,“id”:“https://metadata.un.org/sdg/4“}],”grants“:[],”datasets“:[],”versions“:[】,”referenced_works_count“:3,”referrenced_works“:]”https://openalex.org/W2064675550","https://openalex.org/W2079735306","https://openalex.org/W2964110616“],”related_works“:[”https://openalex.org/W4306674287","https://openalex.org/W4286629047","https://openalex.org/W4224009465","https://openalex.org/W4211165872","https://openalex.org/W4200435749","https://openalex.org/W3107602296","https://openalex.org/W2961085424","https://openalex.org/W2556436093","https://openalex.org/W2385621972","https://openalex.org/W2275988210“],”ngrams_url“:”https://api.openalex.org/works/W4318819520/ngrams网站“,”“abstract_inverted_index”:{“Many”:[0],“existed”:[1],“Chinese”:[2,33,41],“text”:[3,34,43,74,77153216239],“classification”:[4,35,44,78154187217240],“solutions”:[5],“are”:“6,14],“successful”:[7],“but”:[08,80],“the”:[9,18,32,83124137149180204208232238],“gap”:[10],“is”:[111101116],“that”:[12179212],“they”:[13],“also”:[15]受限“:[16],”由“:[17,21,47123135],”模型“:[19,57218],”应用“:[20],”自身“:[22],”so“:[23],”it\u2019s“:[24],”可用“:[25],”到“:[26,85147214],“考虑”:[27],“a”:[28107185],“解决方案”:[29,92230],“用于”:[30],“推进”:[31],“性能”:[36],“特别是”:[37],“in”:[38,63,73237],“TCM”:[39119242],“(传统”:[40],“Medicine)“:[42],”任务。“:[45],”已组装“:[46],”编码器“:[48],”元素“:[49],”和“:[50,54,67,76,93121152196],”解码器“:[51],”元件“:[52],”变压器“:[53],”其他“:[55],”X-former“:[56],”有“:[58],”显示“:[59184],”an“:[60226],”杰出“:[61],”性能“:[62109151155],”不同“:[64],”NLP“:[65,97],”任务“:[66,79,98],”中间“:[68207],”它们“:[69202],”BERT“:[70],”has“:[71,82105183225231],”succeed“:[72],”representation“:[75],”it“:[81],”possibility“:[84],”be“:[86],”improved。”:[87],“在这里”:[88],“我们”:[89126160],“表演”:[90],“我们的”:[9114217722],“实验”。“:[94],“In”:[95145],“many”:[96],“RoBERTa”:[99131],“which”:[100132],“based”:[102128],“on”:[103129],“BERT”:[104],“s”:[106],“artifient”:[108186],“than”:[110],“ERT”。“:[111],”The“:[112],”classified“:[113],”sample“:[114],”data“:[115],”selected“:[117],”from“:[118],”workbench“:/120],”tokenized“:/122],”Tokenizer“:%125],”build“:%127],”pre-tained“:%130],”was“:[133],”processed“:134],”RoBERTa_TCM“:[136],”RoBERTa“:[138],”model“:[139182224],“微调”:[140],“with”:[141189],“own”:[143],“data”。“:[144],”order“:[146],”evaluate“:[148],”vectorization“:[150],”of“:[156201241],”Tokenizer-RoBERTa_TCM“:[158181],”solution“,”:[159],”select“:[161],”some“:[162],”wild-range-applied“:[163],”language“:[164],”model:“:[165],”Word2Vec“:[166],”LSTM“:[167],”Bi-LSTM“:[168220],“贡献”:[169],“4”:[170],“基线:”:[171],“Word2Vec-LSTM,”:[172],“Word2Vec-BiLSTM,“:[173],“Tokenizer-LSTM,”:[174],“标记器-BiLSTM。“:[175],“我们”:[176],“发现”:[177],“出局”:[178],“能力”:[188],“90.88%”:[190],“平均”:[191194198],“精度”,“:[192],“91.05%”:[193],“召回”:[195],“90%”:[197],“F1”:[199],“全部”:[200],“是”:[203],“最高”:[205],“结果”:[206],“基线。“:[209],“It”:[210],“means”:[211],“compared”:[213],“regular”:[215],“(LSTM,”:[219],“etc.)”,“:[221],“RoBERTa_TCM”:[223],“significant”:[227],“improvement”。“:[228],”This“:[229],”potential“:[233],”application“:[234],”research“:[235],”value“:[236],”text“。“:[243]},”cited_by_api_url“:”https://api.openalex.org/works?filter=cites:W4318819520“,”counts_by_year“:[{”年“:2023,”cited_by_count“:2}],”更新日期“:”2024-06-25T19:30:07.437970“,”创建日期“:“2023-02-02”}