{“id”:“https://openalex.org/W4394781962“,”doi“:”https://doi.org/10.48550/arxiv.2404.07677“,”title“:“ODA:用于集成LLM和知识图的观察驱动代理”,”display_name“:”ODA:用来集成LLM与知识图的观测驱动代理“,”publication_year“:2024,”publitation_date“:”2024-04-11“,”ids“:{”openalex“:”https://openalex.org/W4394781962“,”doi“:”https://doi.org/10.48550/arxiv.2404.07677“},”language“:”en“,”primary_location“:{”is_oa“:true,”landing_page_url“:”https://arxiv.org/abs/2404.07677,“pdf_url”:https://arxiv.org/pdf/2404.07677,“源”:{“id”:https://openalex.org/S4306400194“,”display_name“:”arXiv(康奈尔大学)“,”issn_l“:null,”issn“:null,”is_oa“:true,”is.in_doaj“:false,”is_core“:fase,”host_organization“:”https://openalex.org/I205783295“,”“host_organization_name”:“康奈尔大学”,“host_organization_lineage”:[“https://openalex.org/I205783295“],”host_organization_lineage_names“:[”Cornell University“],“type”:“repository”},“license”:null,“licence_id”:null,“version”:“submittedVersion”,“is_accepted”:false,“is_published”:false},”type“:”preprint“,”type_crossref“:“posted-content”,“indexed_in”:[”arxiv“],‘open_access’:{”is_oa“:true,”“oa_status”:“green”,“oa_url”:“https://arxiv.org/pdf/2404.07677“,”any_repository_has_fulltext“:true},”authorships“:[{”author_position“:”第一“,”作者“:{”id“:”https://openalex.org/A5101471464“,”display_name“:”Lei Sun“,”orcid“:”https://orcid.org/0000-0001-7168-7434“},”机构“:[],”国家“:[[],”is_corresponding“:false,”raw_author_name“:”Sun,Lei“,”raw关联字符串“:[],“关联关系”:[]},{“author_position”:“middle”,“author”:{“id”:“https://openalex.org/A5056146203“,”display_name“:”郑维涛“,”兽人“:”https://orcid.org/0000-0003-4025-6003“},”机构“:[],”国家“:[[],”is_corresponding“:false,”raw_author_name“:”Tao,Zhengwei“,”raw_affiliation_strings“:[],“affiliations”:[]},{“author_position”:“middle”,“author”:{“id”:“https://openalex.org/A5100589380“,”display_name“:”Youdi Li“,”orcid“:null},”institutions“:[],”countries“:[],”is_corresponding“:false,”raw_author_name“:”Li,Youdi“,“raw_affiliation_strings”:[]“affiliations”:[]},{“author_position”:“last”,“author”:{“id”:“https://openalex.org/A5102400338“,”display_name“:”荒川浩“,”orcid“:null},”institutions“:[],”countries“:[],”is_corresponding“:false,”raw_author_name“:”荒川,广岛“,”raw _affiliation_strings“:【】,”affiliations“:〔〕}],”instititution_assertions“:【],”countries_distiction_count“:0,”instistations_districtions_distition_count _institution_id“:[],”apc_list“:null,”apc_payed“:null,”fwci“:null,”has_fulltext“:false,”cited_by_count“:0,”引用规范化百分比“:{”值“:0.0,”is_in_top_1_percent“:false,”is-in_top_10_percennt“:false},”cited_by_percentile_year“:{“min”:0,“max”:85},“biblio”:{“volume”:null、“issue”:nul,“first_page”:null},“is_retracted”:false,“is_paratext”:false,“主主题“:{”id“:”https://openalex.org/T10028“,”display_name“:”自然语言处理“,”score“:0.9985,”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“:0.9985,”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/T11273“,”display_name“:”Graph Neural Network Models and Applications“,”score“:0.9941,”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“:0.972,”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/reflection网站“,”display_name“:”反射(计算机编程)“,”score“:0.564566},{”id“:”https://openalex.org/keywords/knowledge-graph-embedding“,”display_name“:”知识图嵌入“,”score“:0.548497},{”id“:”https://openalex.org/keywords/representation-learning网站“,”display_name“:”表征学习“,”score“:0.519094},{”id“:”https://openalex.org/关键词/语言建模“,”display_name“:”语言建模“,”score“:0.514976},{”id“:”https://openalex.org/keywords/signal-processing-on-graphs网站“,”display_name“:”图形信号处理“,”score“:0.500817}],”concepts“:[{”id“:”https://openalex.org/C2780791683,“wikidata”:https://www.wikidata.org/wiki/Q846785“,”display_name“:”Action(physical)“,”level“:2,”score“:0.5930347},{”id“:”https://openalex.org/C41008148,“wikidata”:https://www.wikidata.org/wiki/Q21198“,”display_name“:”计算机科学“,”level“:0,”score“:0.57276154},{”id“:”https://openalex.org/C65682993,“wikidata”:https://www.wikidata.org/wiki/Q1056451“,”display_name“:”反射(计算机编程)“,”level“:2,”score“:0.564566},{”id“:”https://openalex.org/C2780451532,“wikidata”:https://www.wikidata.org/wiki/Q759676“,”display_name“:”任务(项目管理)“,”级别“:2,”分数“:0.55094147},{”id“:”https://openalex.org/C169900460,“wikidata”:https://www.wikidata.org/wiki/Q2200417“,”display_name“:”认知“,”等级“:2,”分数“:0.55000484},{”id“:”https://openalex.org/C98045186,“wikidata”:https://www.wikidata.org/wiki/Q205663“,”display_name“:”Process(computing)“,”level“:2,”score“:0.42989165},{”id“:”https://openalex.org/C188147891,“wikidata”:https://www.wikidata.org/wiki/Q147638“,”display_name“:”认知科学“,”level“:1,”score“:0.42976356},{”id“:”https://openalex.org/C154945302,“wikidata”:https://www.wikidata.org/wiki/Q11660“,”display_name“:”人工智能“,”level“:1,”score“:0.38748592},{”id“:”https://openalex.org/C199360897,“wikidata”:https://www.wikidata.org/wiki/Q9143“,”display_name“:”编程语言“,”level“:1,”score“:0.19952315},{”id“:”https://openalex.org/C15744967,“wikidata”:https://www.wikidata.org/wiki/Q9418“,”display_name“:”心理学“,”等级“:0,”分数“:0.17542547},{”id“:”https://openalex.org/C127413603,“wikidata”:https://www.wikidata.org/wiki/Q11023“,”display_name“:”Engineering“,”level“:0,”score“:0.14785773},{”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/C201995342,“wikidata”:https://www.wikidata.org/wiki/Q682496“,”display_name“:”系统工程“,”level“:1,”score“:0.0},{”id“:”https://openalex.org/C62520636,“wikidata”:https://www.wikidata.org/wiki/Q944“,”display_name“:”量子力学“,”level“:1,”score“:0.0},{”id“:”https://openalex.org/C169760540,“wikidata”:https://www.wikidata.org/wiki/Q207011“,”display_name“:”Neuroscience“,”level“:1,”score“:0.0}],”mesh“:[],”locations_count“:1.”locations“:[{”is_oa“:true,”landing_page_url“:”https://arxiv.org/abs/2404.07677,“pdf_url”:https://arxiv.org/pdf/2404.07677,“源”:{“id”:https://openalex.org/S4306400194“,”display_name“:”arXiv(康奈尔大学)“,”issn_l“:null,”issn“:null,”is_oa“:true,”is.in_doaj“:false,”is_core“:fase,”host_organization“:”https://openalex.org/I205783295“,”“host_organization_name”:“康奈尔大学”,“host_organization_lineage”:[“https://openalex.org/I205783295“],”host_organization_lineage_names“:[”康奈尔大学“],“type”:“repository”},“license”:null,“licence_id”:null,“version”:“submittedVersion”,“is_accepted”:false,“is_published”:false}],“best_oa_location”:{“is_oa”:true,“landing_page_url”:“https://arxiv.org/abs/2404.07677,“pdf_url”:https://arxiv.org/pdf/2404.07677,“源”:{“id”:https://openalex.org/S4306400194“,”display_name“:”arXiv(康奈尔大学)“,”issn_l“:null,”issn“:null,”is_oa“:true,”is.in_doaj“:false,”is_core“:fase,”host_organization“:”https://openalex.org/I205783295“,”“host_organization_name”:“康奈尔大学”,“host_organization_lineage”:[“https://openalex.org/I205783295“],”host_organization_lineage_names“:[”康奈尔大学“],“type”:“repository”},“license”:null,“licence_id”:null,“version”:“submittedVersion”,“is_accepted”:false,“is_published”:false},”sustainable_development_goals“:[{”id“:”https://metadata.un.org/sdg/4“,”score“:0.84,”display_name“:”Quality education“}],”grants“:[],”datasets“:【】,”versions“:【],”referenced_works_count“:0,”referrenced_works“:[],”related_work斯“:[”https://openalex.org/W4248151009","https://openalex.org/W3156433428","https://openalex.org/W3127991229","https://openalex.org/W2494809169","https://openalex.org/W239039291971","https://openalex.org/W2371168111网址","https://openalex.org/W2081348319","https://openalex.org/W2074627502","https://openalex.org/W1974622901网址","https://openalex.org/W1576035430“],”abstract_inverted_index“:{”The“:[0],”integration“:[1],”of“:[2,40,90,99136],”Large“:[3],”Language“:[4],”Models“:[5],”(LLM)“:[6],”and“:[7,27,93119138],”knowledge“:[8,52100115],”graphics“:[9],”[14],“in”:[15,49,54],“variable”:[16],“natural”:[17],“Language”:[18],“processing”:[19],“任务”:[20],“然而,”:[21],“现有”:[22],“方法论”:[23],“那”:[24,82],“集成”:[25112],“LLM”:[26],“KG”:[28],“经常”:[29],“导航”:[30],“任务解决”:[32],“过程”:[33],“单独”:[34],“基于”:[35],“on”:[36129],“LLM’s”:[38],“analysis”:[39],“question”:[42],“overview”:[43],“rich”:[45],“认知”:[46],“潜在”:[47],“固有”:[48],“巨大”:[51],“封装”:[53],“KG.”:[55,73],“收件人”:[56],“地址”:[57],“此”:[58],“我们”:[59103111],“引入”:[60],“观察驱动”:[61],“代理”:[62],“(ODA),”:[63],“a”:[64,87106],“新颖”:[65],“AI”:[66],“代理”:[67],“框架”:[68],“定制”:[69],“用于”:[70],“任务”:[71],“涉及”:[72],“ODA”:[74125],“合并”:[75],“KG”:[76],“推理”:[77,84],“能力”:[78],“通过”:[79],“全球”:[80],“观察”:[81108],“增强”:[83],“能力”:[85],“通过”:[86],“周期性”:[88],“范式”:[89],“观察”:[91102],“行动”:[92],“反思”:[94],“对抗”:[95],“指数”:[97],“爆炸”:[98],“期间”:[101],“创新”:[104],“设计”:[105],“递归”:[107],“机制”:[109],“随后”:[110],“观察”:[114],“进入”:[116],“行动”:[118],“反射”:[120],“模块”:[121],“通过”:[122],“广泛”:[123],“实验”:[124],“演示”:[126],“最先进”:[127],“性能”:[128],“多个”:[130],“数据集”:[131],“值得注意”:[132],“实现”:[133],“准确性”:[134],“改进”:[135],“12.87%”:[137],“8.9%”:[139]},“引用_by_api_url”:“https://api.openalex.org/works?filter=cites:W4394781962“,”counts_by_year“:[],”updated_date“:”2024-09-14T16:35:43.803931“,”created_date:“2024-04-13”}“