{“id”:“https://openalex.org/W4311001273“,”doi“:”https://doi.org/10.48550/arxiv.2212.04408“,”title“:“OFASys:用于构建通才模型的多模式多任务学习系统”,“display_name”:“OFASys:用于建立通才模型、“publication_year”:2022,“publication_date”:“2022-01-01”,“ids”:{“openalex”:“https://openalex.org/W4311001273“,”doi“:”https://doi.org/10.48550/arxiv.2212.04408“},”language“:”en“,”primary_location“:{”is_oa“:true,”landing_page_url“:”https://arxiv.org/abs/2212.04408“,”pdf_url“:空,”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”:“other-oa”,“licence_id”:“https://openalex.org/licenses/other-oa网站“,”version“:”submittedVersion“,”is_accepted“:false,”is_published“:false},”type“:”preprint“,”type_crossref“:“posted-content”,”indexed_in“:[”arxiv“,”datacite“],”open_access“:{”is_oa“:true,”oa_status“:”green“,”oa_url“:”https://arxiv.org/abs/2212.04408“,”any_repository_has_fulltext“:true},”authorships“:[{”author_position“:”第一“,”作者“:{”id“:”https://openalex.org/A5063334231“,”display_name“:”Jinze Bai“,”orcid“:null},”institutions“:[],”countries“:[],”is_corresponding“:false,”raw_author_name“:”Bai,Jinze“,”raw _affiliation_strings“:],”affiliations“:[/]},{”author_position“:”middle“,”author“:{”id“:”https://openalex.org/A5004626105“,”display_name“:”芮门“,”兽人“:”https://orcid.org/0000-0002-4429-3461“},”机构“:[],”国家“:[[],”is_corresponding“:false,”raw_author_name“:Men,Rui”,“raw_affiliation_strings”:[],“affiliations”:[]},{“author_position”:“middle”,“author”:{“id”:“https://openalex.org/A5072680811“,”display_name“:”杨浩“,”orcid“:”https://orcid.org/0000-0002-9949-7226“},”机构“:[],”国家“:[],”is_corresponding“:false,”raw_author_name“:”Yang,Hao“,”raw_affiation_strings“:[],”附属机构“:[]},{”author_position“:”middle“,”author“:{”id“:”https://openalex.org/A5049239373“,”display_name“:”宣城人“,”兽人“:”https://orcid.org/0000-0002-6694-2114“},”机构“:[],”国家“:[[],”is_corresponding“:false,”raw_author_name“:”任,宣城“,”raw关联字符串“:[],“隶属关系”:[]},{“author_position”:“middle”,“author”:{“id”:“https://openalex.org/A5014400759“,”display_name“:”Kai Dang“,”orcid“:null},”institutions“:[],”countries“:[],”is_corresponding“:false,”raw_author_name“:”Dang,Kai“,”raw _affiliation_strings“:],”affiliations“:[/]},{”author_position“:”middle“,”author“:{”id“:”https://openalex.org/A5013763116“,”display_name“:”宜昌张“,”兽人“:”https://orcid.org/0009-0006-4799-8009“},”机构“:[],”国家“:[[],”is_corresponding“:false,”raw_author_name“:”张,宜昌“,”raw_affiliation_strings“:[],“隶属关系”:[]},{“author_position”:“middle”,“author”:{“id”:“https://openalex.org/A5102545093“,”display_name“:”周小环“,”orcid“:null},”机构“:[],”国家“:[].,”is_corresponding“:false,”raw_author_name“:”周小欢“,”raw _affiliation_strings“:[[],”affiliations“:[]},{”author_position“:”middle“,”author“:{”id“:”https://openalex.org/A5100396039“,”display_name“:”Peng Wang“,”orcid“:”https://orcid.org/0000-0002-5397-9115“},”机构“:[],”国家“:[[],”is_corresponding“:false,”raw_author_name“:Wang,Peng”,“raw_affiliation_strings”:[],“affiliations”:[]},{“author_position”:“middle”,“author”:{“id”:“https://openalex.org/A5033146482“,”display_name“:”思南滩“,”兽人“:”https://orcid.org/0000-0002-3299-9336“},”机构“:[],”国家“:[[],”is_corresponding“:false,”raw_author_name“:Tan,Sinan”,“raw_affiliation_strings”:[],“affiliations”:[]},{“author_position”:“middle”,“author”:{“id”:“https://openalex.org/A5100459627“,”display_name“:”杨安“,”兽人“:”https://orcid.org/0000-0002-6529-1609“},”机构“:[],”国家“:[[],”is_corresponding“:false,”raw_author_name“:Yang,An”,“raw_affiliation_strings”:[],“affiliations”:[]},{“author_position”:“middle”,“author”:{“id”:“https://openalex.org/A5063498611“,”display_name“:”蔡玉翠“,”兽人“:”https://orcid.org/0000-0003-0017-5292“},”机构“:[],”国家“:[[],”is_corresponding“:false,”raw_author_name“:”崔泽瑜“,”raw_affiliation_strings“:[],“隶属关系”:[]},{“author_position”:“middle”,“author”:{“id”:“https://openalex.org/A5100462721“,”display_name“:”韩愈“,”兽人“:”https://orcid.org/0000-0003-1936-5328“},”机构“:[],”国家“:[[],”is_corresponding“:false,”raw_author_name“:”韩,余“,”raw_affiliation_strings“:[],“隶属关系”:[]},{“author_position”:“middle”,“author”:{“id”:“https://openalex.org/A5101014470“,”display_name“:”Shuai Bai“,”orcid“:null},”institutions“:[],”countries“:[],”is_corresponding“:false,”raw_author_name“:”Bai,Shuai“,“raw_affiliation_strings”:[]”,“affiliations”:[]},{“author_position”:“middle”,“author”:{“id”:“https://openalex.org/A5013425805“,”display_name“:”Wenbin Ge“,”orcid“:null},”institutions“:[],”countries“:[],”is_corresponding“:false,”raw_author_name“:”Ge,Wenbin“,”raw _affiliation_strings“:],”affiliations“:[/]},{”author_position“:”middle“,”author“:{”id“:”https://openalex.org/A5100661619“,”display_name“:”马建新“,”orcid“:”https://orcid.org/0009-0000-5214-432X“},”机构“:[],”国家“:[[],”is_corresponding“:false,”raw_author_name“:”Ma,Jianxin“,”raw_affiliation_strings“:[],“affiliations”:[]},{“author_position”:“middle”,“author”:{“id”:“https://openalex.org/A5100612233“,”display_name“:”Junyang Lin“,”orcid“:”https://orcid.org/0000-0001-9931-383X“},”机构“:[],”国家“:[[],”is_corresponding“:false,”raw_author_name“:”林,俊阳“,”raw关联字符串“:[],“隶属关系”:[]},{“author_position”:“middle”,“author”:{“id”:“https://openalex.org/A5057864403“,”display_name“:”周敬仁“,”兽人“:”https://orcid.org/0000-0002-4220-2634“},”机构“:[],”国家“:[[],”is_corresponding“:false,”raw_author_name“:周,敬仁”,“raw_affiliation_strings”:[],“affiliations”:[]},{“author_position”:“last”,“author”:{“id”:“https://openalex.org/A5100613561“,”display_name“:”常州“,”兽人“:”https://orcid.org/0000-0002-6029-1132“},”机构“:[],”国家“:[[],”is_corresponding“:false,”raw_author_name“:Zhou,Chang”,“raw_affiliation_strings”:[],“affiliations”:[]}],“countries_distiction_count”:0,“institutions_distic”:0 ulltext“:false,”cited_by_count“:0,”cited_by_percentile_year“:{”min“:0”,“max”:64},“biblio”:{“volume”:null,“issue”:nul,“first_page”:null,“last_page”:null},”is_retracted“:false,”is_paratext“:false,”primary_topic“:”{“id”:“https://openalex.org/T12031“,”display_name“:”口语系统对话行为建模“,”score“:0.9957,”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/T12031“,”“display_name”:“口语系统的对话行为建模”,“score”:0.9957,“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/T11714“,”“display_name”:“图像和视频中的可视问答”,“score”:0.9941,“subfield”:{“id”:“https://openalex.org/subfields/1707“,”display_name“:”计算机视觉和模式识别“},”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“:0.994,”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/modimal-interaction(https://openalex.org/关键词/多模式交互)“,”display_name“:”Multimodal Interaction“,”score“:0.490606}],”concepts“:[{”id“:”https://openalex.org/C41008148,“wikidata”:https://www.wikidata.org/wiki/Q21198“,”display_name“:”计算机科学“,”level“:0,”score“:0.87045044},{”id“:”https://openalex.org/C71139939,“wikidata”:https://www.wikidata.org/wiki/Q910194“,”display_name“:”Modal“,”level“:2,”score“:0.6482059},{”id“:”https://openalex.org/C2780451532,“wikidata”:https://www.wikidata.org/wiki/Q759676“,”display_name“:”Task(project management)“,”level“:2,”score“:0.62515765},{”id“:”https://openalex.org/C2779903281,“wikidata”:https://www.wikidata.org/wiki/Q6888026“,”display_name“:”Modalities“,”level“:2,”score“:0.5284267},{”id“:”https://openalex.org/C154945302,“wikidata”:https://www.wikidata.org/wiki/Q11660“,”display_name“:”人工智能“,”level“:1,”score“:0.46444705},{”id“:”https://openalex.org/C2780226545,“wikidata”:https://www.wikidata.org/wiki/Q6888030(网址:https://www.wikidata.org/wiki/Q6888030)“,”display_name“:”Modality(human\u2013 computer interaction)“,”level“:2,”score“:0.45459914},{”id“:”https://openalex.org/C107457646,“wikidata”:https://www.wikidata.org/wiki/Q207434网址“,”display_name“:”Human\u2013计算机交互“,”level“:1,”score“:0.45426837},{”id“:”https://openalex.org/C119857082,“wikidata”:https://www.wikidata.org/wiki/Q2539“,”display_name“:”机器学习“,”level“:1,”score“:0.41672757},{”id“:”https://openalex.org/C36289849,“wikidata”:https://www.wikidata.org/wiki/Q34749“,”display_name“:”社会科学“,”level“:1,”score“:0.0},{”id“:”https://openalex.org/C185592680,“wikidata”:https://www.wikidata.org/wiki/Q2329“,”display_name“:”Chemistry“,”level“:0,”score“:0.0},{”id“:”https://openalex.org/C187736073,“wikidata”:https://www.wikidata.org/wiki/Q2920921“,”display_name“:”管理“,”级别“:1,”分数“:0.0},{”id“:”https://openalex.org/C144024400,“wikidata”:https://www.wikidata.org/wiki/Q21201“,”display_name“:”社会学“,”level“:0,”score“:0.0},{”id“:”https://openalex.org/C188027245,“wikidata”:https://www.wikidata.org/wiki/Q750446“,”display_name“:”聚合物化学“,”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}],”mesh“:[],”locations_count“:2,”location“:[{”is_oa“:true,”landing_page_url“:”https://arxiv.org/abs/2212.04408“,”pdf_url“:空,”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”:“other-oa”,“licence_id”:“https://openalex.org/licenses/other-oa网站“,”version“:”submittedVersion“,”is_accepted“:false,”is_published“:false},{”is_oa“:false,”landing_page_url“:”https://api.datacite.org/dois/10.48550/arxiv.2212.04408“,”pdf_url“:空,”源“:{”id“:”https://openalex.org/S4393179698“,”display_name“:”DataCite API“,”issn_l“:null,”issn“:null,”is_oa“:true,”is_ in_doaj“:false,”is_core“:false,”host_organization“:”https://openalex.org/I4210145204“,”“host_organization_name”:“DataCite”,“host_organization_lineage”:[“https://openalex.org/I4210145204“],”host_organization_lineage_names“:[”DataCite“],“type”:“metadata”},“license”:null,“licence_id”:null,“version”:null}],“best_oa_location”:{“is_oa”:true,“landing_page_url”:“https://arxiv.org/abs/2212.04408“,”pdf_url“:空,”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”:“other-oa”,“licence_id”:“https://openalex.org/licenses/other-oa网站“,”version“:”submittedVersion“,”is_accepted“:false,”is_published“:false},”sustainable_development_goals“:[{”id“:”https://metadata.un.org/sdg/4“,”display_name“:”素质教育“,”score“:0.59}],”grants“:[],”datasets“:【】,”versions“:【],”referenced_works_count“:0,”referrenced_works“:[],”related_work斯“:[”https://openalex.org/W73545470","https://openalex.org/W649759291","https://openalex.org/W4320153225","https://openalex.org/W4307407935","https://openalex.org/W4293261942","https://openalex.org/W4224266612","https://openalex.org/W3125968744","https://openalex.org/W2383394264","https://openalex.org/W2167701463","https://openalex.org/W2110287964“],”ngrams_url“:”https://api.openalex.org/works/W4311001273/ngrams“,”“abstract_inverted_index”:{“Generalist”:[0],“models”:[1189],“which”:[2154],“are”:[3,33],“capable”:[4],“of”:[5,55,68,79,84111142186194],“performing”:[6],“diversity”:[7132],“multi-modal”:[8,74,86133195],“tasks”:[9150],“in”:[10151180],“a”:[11,15,59,69,96108136158],“task-agnostic“:[12],”way“:[13],”within“:[14],”single“:[16109160174],”model“,:[17161],”have“:[18],”been“:[19],”explored“:[20],”recently。“:[21],”存在“:[22],”希望“:[23],”一个“:[24,36],”替代“:[25],”到“:[26],”接近“:[27],”通用“:[28],”人工智能“:[29],”现有“:[30],”通才“:[31,60],”模型“:[32],”静止“:[34],”在“:[35201],”早期“:[37],”阶段“:[38],”其中“:[39],”模态“:[40],“和”:[41,50124146170],“任务”:[42,71,87,97117],“覆盖范围”:[43],“是”:[44,81],“有限。“:[45],“收件人”:[46],“授权”:[47],“任务缩放”:[49196],“速度”:[51],“向上”:[52],“此”:[53],“行”:[54110],“研究”:[56],“我们”:[57139155],“发布”:[58],“模型”:[61,92176],“学习”:[62],“系统”,“OFASys”,“:[64,95152],“构建”:[65],“on”:[66],“top”:[67],“declarational”:[70],“interface”:[72],“named”:[73],“instruction”。“:[75],”At“:[76],”the“:[77,82,90191],”core“:[78],”OFASys“:[80],”idea“:[83],”decoupling“:[85],”representation“:[88],”from“:[89119],”underfund“:[91],”implementations“。“:[93],”In“:[94],”involved“:[98],”multiple“:[99],”models“:[100145],”can“:[101164],”be“:[102],”defined“:[103],”declaratively“:[104],”even“:[105],”with“:[106153182],”just“:[107],”code。“:[112],”The“:[113173],”system“:[114],”automatically“:[115],”generates“:[116],”plans“:[118],”such“:[120],”instructions“:121],”for“:[122131],”training“:[123130],”inference。“:[125],”It“:[126],”also“:[127156],”facilites“:[128],”multi-task“:%129],”workloads。“:[134],”作为“:[135],”开始“:[137],”点,“:[138],”提供“:[140],”预设“:[141],”7“:[143],”不同“:[144],”23“:[147],”高密度“:[148],”示例“:[149],”开发“:[157],”实物第一“:[159],”OFA+“:[162],”该“:[163],”句柄“:[165],”文本“:[166],”图像,“:[167],”语音“:[168],”视频“:[169],”动作“:[171],”数据。“:[172],“OFA+”:[175],“实现”:[177],“95%”:[178],“性能”:[179192],“平均”:[181],“仅”:[183],“16%”:[184],“参数”:[185],“15”:[187],“任务连网”:[188],“showcasing”:[190],“可靠性”:[193],“提供”:[197],“由”:[198],“OSys。“:[199],”可用“:[200],”https://github.com/OFA-Sys/OFASys网站“:[202]},”cited_by_api_url“:”https://api.openalex.org/works?filter=cites:W4311001273“,”counts_by_year“:[],”updated_date“:”2024-07-28T08:18:43.731720“,”created_date:“2022-12-22”}“