{“id”:“https://openalex.org/W4285820369“,”doi“:”https://doi.org/10.1007/978-3-031-10986-7_43“,”title“:”基于BERT的两阶段法律案件检索排名方法“,”display_name“:”用于法律案件检索的基于BERT-的两阶段排名法“,”publication_year“:2022,”publitation_date“:”2022-01-01“,”ids“:{”openalex“:”https://openalex.org/W4285820369“,”doi“:”https://doi.org/10.1007/978-3-031-10986-7_43“},”language“:”en“,”primary_location“:{”is_oa“:false,”landing_page_url“:”https://doi.org/10.1007/978-3-031-10986-7_43“,”pdf_url“:空,”源“:{”id“:”https://openalex.org/S106296714“,”“display_name”“:”“计算机科学课堂讲稿”“,”issn_l“:”0302-9743“,”isn“:[”0302-7743“、”1611-3349“],”is_oa“:false,”is_in_doaj“:false,”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},”authorships“:[{”author_position“:”first“,”author“:{”id“:”https://openalex.org/A5053313396“,”display_name“:”朱俊林“,”orcid“:null},”机构“:[{”id“:”https://openalex.org/I29739308“,”display_name“:”广西师范大学“,”ror“:”https://ror.org/02frt9q65“,”country_code“:”CN“,”type“:“教育”,”世系“:[”https://openalex.org/I29739308“]}],”国家“:[”CN“],”is_corresponding“:false,”raw_author_name“:”朱俊林“,”raw_affiation_strings“:[”广西师范大学计算机科学与工程学院多源信息挖掘与安全重点实验室,桂林,541004,中国]},{”author_position“:”middle“,”author“:”https://openalex.org/A5030600444“,”display_name“:”徐东洛“,”兽人“:”https://orcid.org/0000-0002-3650-8450},“机构”:[{“id”:https://openalex.org/I29739308“,”display_name“:”广西师范大学“,”ror“:”https://ror.org/02frt9q65“,”country_code“:”CN“,”type“:“教育”,”世系“:[”https://openalex.org/I29739308“]}],”国家“:[”CN“],”is_corresponding“:false,”raw_author_name“:”徐东洛“,”raw关联字符串“:[“广西师范大学计算机科学与工程学院多源信息挖掘与安全广西重点实验室,桂林,541004”]},{“author_position”:“last”,“author”:{“id”:“https://openalex.org/A5067238717“,”display_name“:”吴嘉业“,”orcid“:”https://orcid.org/0009-0004-7049-5480},“机构”:[{“id”:https://openalex.org/I29739308“,”display_name“:”广西师范大学“,”ror“:”https://ror.org/02frt9q65“,”country_code“:”CN“,”type“:“教育”,”世系“:[”https://openalex.org/I29739308“]}],”国家“:[”CN“],”is_corresponding“:false,”raw_author_name“:”Jiaye Wu“,”rau_affiliation_strings“:[“广西师范大学计算机科学与工程学院多源信息挖掘与安全广西重点实验室,桂林,541004”]}]“countries_distiction_count”:1,“institutions_disticent_count“:1,”corresponding_author_id“:[],”correspounding_institution_id“:[],“apc_list”:{“value”:5000,“currency”:“EUR”,“value_usd”:5392,“provenance”:“doaj”},“apc _ paid”:{“value“:5000,”currency“:”EUR“value_usd”:5393,“province”:“doaj”{,“has_fulltext”:false,“cited_by_count”:3,“citected_by_percentile_year”:{”min“:81,”max“:85},”biblio“:{”volume“:null,”issue“:null,”first_page“:”534“,”last_page“:”546“},”is_retracted“:false,”is_paratext“:fase,”primary_topic“:{”id“:”https://openalex.org/T13643“,”“display_name”:“司法决策中的预测性法律技术”,“score”:0.9955,“subfield”:{“id”:“https://openalex.org/subfields/3320“,”display_name“:”政治学与国际关系“},”字段“:{”id“:”https://openalex.org/fields/33“,”display_name“:”社会科学“},”域“:{”id“:”https://openalex.org/domains/2“,”display_name“:”社会科学“}},”主题“:[{”id“:”https://openalex.org/T13643“,”“display_name”:“司法决策中的预测性法律技术”,“score”:0.9955,“subfield”:{“id”:“https://openalex.org/subfields/3320“,”display_name“:”政治学与国际关系“},”字段“:{”id“:”https://openalex.org/fields/33“,”display_name“:”社会科学“},”域“:{”id“:”https://openalex.org/domains/2“,”“display_name”:“社会科学”}},{”id“:”https://openalex.org/T10028“,”display_name“:”自然语言处理“,”score“:0.9902,”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/T13910“,”display_name“:”社会科学中的计算文本分析“,”score“:0.9782,”subfield“:{”id“:”https://openalex.org/subfields/3300“,”display_name“:”普通社会科学“},”字段“:{”id“:”https://openalex.org/fields/33“,”display_name“:”社会科学“},”域“:{”id“:”https://openalex.org/domains/2“,”display_name“:”社会科学“}}],”关键词“:[{”id“:”https://openalex.org/keywords/information检索“,”display_name“:”信息检索“,”score“:0.543661},{”id“:”https://openalex.org/keywords/named-entity-recognition网站“,”display_name“:”命名实体识别“,”score“:0.514159}],”concepts“:[{”id“:”https://openalex.org/C41008148,“wikidata”:https://www.wikidata.org/wiki/Q21198“,”display_name“:”计算机科学“,”level“:0,”score“:0.8462187},{”id“:”https://openalex.org/C189430467,“wikidata”:https://www.wikidata.org/wiki/Q7293293“,”display_name“:”排名(信息检索)“,”级别“:2,”分数“:0.63272816},{”id“:”https://openalex.org/C23123220,“wikidata”:https://www.wikidata.org/wiki/Q816826“,”display_name“:”信息检索“,”level“:1,”score“:0.60841},{”id“:”https://openalex.org/C154945302,“wikidata”:https://www.wikidata.org/wiki/Q11660“,”display_name“:”人工智能“,”level“:1,”score“:0.5940263},{”id“:”https://openalex.org/C2777984123,“wikidata”:https://www.wikidata.org/wiki/Q9248237“,”display_name“:”Pointwise“,”level“:2,”score“:0.5448799},{”id“:”https://openalex.org/C184898388,“wikidata”:https://www.wikidata.org/wiki/Q1435712“,”display_name“:”成对比较“,”level“:2,”score“:0.5329652},{”id“:”https://openalex.org/C2778049185,“wikidata”:https://www.wikidata.org/wiki/Q2334719“,”display_name“:”法律案例“,”level“:2,”score“:0.49585256},{”id“:”https://openalex.org/C184337299,“wikidata”:https://www.wikidata.org/wiki/Q1437428“,”display_name“:”语义(计算机科学)“,”level“:2,”score“:0.42384177},{”id“:”https://openalex.org/C165064840,“wikidata”:https://www.wikidata.org/wiki/Q1321061“,”display_name“:”匹配(统计)“,”级别“:2,”分数“:0.4124987},{”id“:”https://openalex.org/C204321447,“wikidata”:https://www.wikidata.org/wiki/Q30642“,”display_name“:”自然语言处理“,”level“:1,”score“:0.3757152},{”id“:”https://openalex.org/C124101348,“wikidata”:https://www.wikidata.org/wiki/Q172491“,”display_name“:”数据挖掘“,”level“:1,”score“:0.34338412},{”id“:”https://openalex.org/C199539241,“wikidata”:https://www.wikidata.org/wiki/Q7748(网址:https://www.wikidata.org/wiki/Q7748)“,”display_name“:”Law“,”level“:1,”score“:0.10713896},{”id“:”https://openalex.org/C134306372,“wikidata”:https://www.wikidata.org/wiki/Q7754“,”display_name“:”数学分析“,”level“:1,”score“:0.0},{”id“:”https://openalex.org/C105795698,“wikidata”:https://www.wikidata.org/wiki/Q12483“,”display_name“:”Statistics“,”level“:1,”score“:0.0},{”id“:”https://openalex.org/C33923547,“wikidata”:https://www.wikidata.org/wiki/Q395“,”display_name“:”数学“,”等级“:0,”分数“:0.0},{”id“:”https://openalex.org/C17744445,“wikidata”:https://www.wikidata.org/wiki/Q36442“,”display_name“:”政治学“,”level“:0,”score“:0.0},{”id“:”https://openalex.org/C199360897,“wikidata”:https://www.wikidata.org/wiki/Q9143“,”display_name“:”编程语言“,”level“:1,”score“:0.0}],”mesh“:[],”locations_count“:1.”locations“:[{”is_oa“:false,”landing_page_url“:”https://doi.org/10.1007/978-3-031-10986-7_43“,”pdf_url“:空,”源“:{”id“:”https://openalex.org/S106296714“,”“display_name”“:”“计算机科学课堂讲稿”“,”issn_l“:”0302-9743“,”isn“:[”0302-7743“、”1611-3349“],”is_oa“:false,”is_in_doaj“:false,”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“:null”,“sustainable_development_goals”:[{“display_name”:“和平、正义和强大的制度”,“score”:0.79,“id”:“https://metadata.un.org/sdg/16“}],”grants“:[],”datasets“:[],”versions“:[】,”referenced_works_count“:14,”referrenced_works“:【”https://openalex.org/W1978394996","https://openalex.org/W2064675550","https://openalex.org/W2143331230","https://openalex.org/W2149427297","https://openalex.org/W2890047289","https://openalex.org/W2963351448","https://openalex.org/W2982312340","https://openalex.org/W3091418883","https://openalex.org/W3102725307","https://openalex.org/W3105502836","https://openalex.org/W3141286420","https://openalex.org/W3170841641","https://openalex.org/W3210120707","https://openalex.org/W4251326898“],”related_works“:[”https://openalex.org/W3216317163","https://openalex.org/W3163984363","https://openalex.org/W3048565508","https://openalex.org/W3000057026","https://openalex.org/W2767338541","https://openalex.org/W2140020064","https://openalex.org/W2112815677","https://openalex.org/W2103468410","https://openalex.org/W2011472225","https://openalex.org/W143502885“],”ngrams_url“:”https://api.openalex.org/works/W4285820369/ngrams网站“,”“abstract_inverted_index”:{“Legal”:[0],“case”:[1,22,40,57,75119150179],“retrieval”:[2],“is”:[3],“critical”:[4],“for”:[5,37114],“the”:[6,12,47,60,66,73,81,86,99115123130140158174],“decision”:[7],“of”:[810218160176],“similar”:[9177],“cases.”:[10],“Wheer”:[11],“existing”:[13],“方法”:[14147],“(例如,”:[15],“关键字”:[16],“匹配)“:[17],”不能“:[18],”理解“:[19,98],”a“:[20,25,34,94103111171],”合法“:[21,39104149178],”well“:[23],”at“:[24],”语义“:[26],”level。“:[27],”To“:[28],”this“:[29,31],”end“:[30],”paper“:[32],”proposes“:[33],”BERT-based“:[35],”method“:[26,44,88142156],”Chinese“:[38],”retrieval“。“:[41151180],”具体来说,“:[42],”我们的“:[43155],”第一个“:[45],”使用“:[46,65],”众所周知“:[48],”BM25“:[49],”排名“:[50117],”函数“:[51],”到“:[52,70,92137],”快速“:[53],”检索“:[54],”顶部“:[55],”n“:[56],”候选“:[58120],”来自“:[59],”候选人“:[61],”游泳池。“:[62],“Then”:[63107],“it”:[64],“pre-training”:[67],“model”:[68,83,95112126],“BERT”:[69,82],“accurate”:[71],“sort”:[72],“recalled”:[74],“candidates”。“:[76],”In“:[77],”special“:[78],”we“:[7910814453],”fine tune“:[80],”by“:[84],”combing“:[85],”pointwise“:[87],”with“:[89129],”assistant“:[90],”learning“:[91],”learn“:[93],”that“:[96139],”can“:[97],”deep“:[100],”semantics“:[101],”judication“:[105],”text。“:[106],”进一步“:[109],”列车“:[110],”合适“:[113],”准确“:[116],”基于“:[121],”on“:[122],”微调“:[124],”泊位“:[125],”in“:[127148157162165173],”连接“:[128],”成对“:[131],”方法“。“:[132],”最后,“:[133],”做“:[135],”实验“:[136],”确认“:[138],”建议“:[141],”表现优异“:[143],”多个“:[144],”现状“:[145],”基线“:[146],”此外,“:%152],”应用“:[154],”挑战“:[159],”人工智能“:[161],”法律“:[163],”竞争“:[164],”2021“:[166],”(CAIL“:[167],“2021)”:[168],“and”:[169],“won”:[170],“runnerup”:[172],“曲目“:[175]},”cited_by_api_url“:”https://api.openalex.org/works?filter=cites:W4285820369“,”counts_by_year“:[{”年“:2023,”引用_by_count“:3}],”更新日期“:”2024-05-23T00:20:27.710864“,”创建日期“:“2022-07-19”}