{"id":"https://openalex.org/W3217166324","doi":null,"title":"Zero-shot Learning with Shared Embedding Spaces","display_name":"Zero-shot Learning with Shared Embedding Spaces","publication_year":2020,"publication_date":"2020-09-18","ids":{"openalex":"https://openalex.org/W3217166324","mag":"3217166324"},"language":"en","primary_location":{"id":"pmh:oai:irdb.nii.ac.jp:00926:0004659299","doi":null,"is_oa":true,"landing_page_url":"https://repository.dl.itc.u-tokyo.ac.jp/records/54828","pdf_url":"https://repository.dl.itc.u-tokyo.ac.jp/record/54828/files/48186469.pdf","source":{"id":"https://openalex.org/S7407056385","display_name":"Institutional Repositories DataBase (IRDB)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I184597095","host_organization_name":"National Institute of Informatics","host_organization_lineage":["https://openalex.org/I184597095"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"thesis"},"parent_works":[],"lineage":["https://openalex.org/W3217166324"],"child_works_count":0,"type":"dissertation","is_traditional":true,"indexed_in":[],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://repository.dl.itc.u-tokyo.ac.jp/record/54828/files/48186469.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5021411753","display_name":"Yifan Deng","orcid":"https://orcid.org/0000-0002-1500-0383","observed_orcids":["https://orcid.org/0000-0002-1500-0383"]},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Yifan Deng","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0000-0002-1500-0383","affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":["https://openalex.org/A5021411753"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","score":0.8070999979972839,"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":0.8070999979972839,"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/T11307","display_name":"Domain Adaptation and Few-Shot Learning","score":0.14339999854564667,"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/T11273","display_name":"Advanced Graph Neural Networks","score":0.021199999377131462,"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/zero-shot-learning","display_name":"zero-shot learning","score":0.996999979019165},{"id":"https://openalex.org/keywords/shared-embedding-space","display_name":"shared embedding space","score":0.9980000257492065},{"id":"https://openalex.org/keywords/bilingual-lexicon-induction","display_name":"bilingual lexicon induction","score":0.9869999885559082},{"id":"https://openalex.org/keywords/bilingual-word-embeddings","display_name":"bilingual word embeddings","score":0.7139999866485596},{"id":"https://openalex.org/keywords/zero-shot-relation-extraction","display_name":"zero-shot relation extraction","score":0.8610000014305115},{"id":"https://openalex.org/keywords/knowledge-base-question-answering","display_name":"knowledge base question answering","score":0.9980000257492065},{"id":"https://openalex.org/keywords/unseen-classes","display_name":"unseen classes","score":0.6639999747276306},{"id":"https://openalex.org/keywords/knowledge-transfer","display_name":"knowledge transfer","score":0.49900001287460327},{"id":"https://openalex.org/keywords/word-translation","display_name":"word translation","score":0.5220000147819519},{"id":"https://openalex.org/keywords/low-resource-languages","display_name":"low-resource languages","score":0.4959999918937683},{"id":"https://openalex.org/keywords/multilingual-word-embeddings","display_name":"multilingual embeddings","score":0.4740000069141388},{"id":"https://openalex.org/keywords/word-sense-disambiguation","display_name":"word sense disambiguation","score":0.6129999756813049}],"concepts":[{"id":"https://openalex.org/C41608201","wikidata":"https://www.wikidata.org/wiki/Q980509","display_name":"Embedding","level":2,"score":0.6345810890197754},{"id":"https://openalex.org/C2780813799","wikidata":"https://www.wikidata.org/wiki/Q3274237","display_name":"Zero (linguistics)","level":2,"score":0.5512059330940247},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4528430998325348},{"id":"https://openalex.org/C2778344882","wikidata":"https://www.wikidata.org/wiki/Q278938","display_name":"Shot (pellet)","level":2,"score":0.4166856110095978},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.4152359664440155},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.39628902077674866},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.10772502422332764},{"id":"https://openalex.org/C191897082","wikidata":"https://www.wikidata.org/wiki/Q11467","display_name":"Metallurgy","level":1,"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/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"pmh:oai:irdb.nii.ac.jp:00926:0004659299","doi":null,"is_oa":true,"landing_page_url":"https://repository.dl.itc.u-tokyo.ac.jp/records/54828","pdf_url":"https://repository.dl.itc.u-tokyo.ac.jp/record/54828/files/48186469.pdf","source":{"id":"https://openalex.org/S7407056385","display_name":"Institutional Repositories DataBase (IRDB)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I184597095","host_organization_name":"National Institute of Informatics","host_organization_lineage":["https://openalex.org/I184597095"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"thesis"},{"id":"mag:3217166324","doi":null,"is_oa":false,"landing_page_url":"https://repository.dl.itc.u-tokyo.ac.jp/records/54828","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":null}],"best_oa_location":{"id":"pmh:oai:irdb.nii.ac.jp:00926:0004659299","doi":null,"is_oa":true,"landing_page_url":"https://repository.dl.itc.u-tokyo.ac.jp/records/54828","pdf_url":"https://repository.dl.itc.u-tokyo.ac.jp/record/54828/files/48186469.pdf","source":{"id":"https://openalex.org/S7407056385","display_name":"Institutional Repositories DataBase (IRDB)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I184597095","host_organization_name":"National Institute of Informatics","host_organization_lineage":["https://openalex.org/I184597095"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"thesis"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3217166324.pdf","grobid_xml":"https://content.openalex.org/works/W3217166324.grobid-xml"},"referenced_works_count":6,"referenced_works":["https://openalex.org/W580074167","https://openalex.org/W2965373594","https://openalex.org/W2975059944","https://openalex.org/W2978017171","https://openalex.org/W2981852735","https://openalex.org/W3105966348"],"related_works":["https://openalex.org/W7207620108","https://openalex.org/W7144037004","https://openalex.org/W7208637450","https://openalex.org/W7143872185","https://openalex.org/W7208325374","https://openalex.org/W7143665115","https://openalex.org/W7143769320","https://openalex.org/W7207711064","https://openalex.org/W7145540454","https://openalex.org/W7143809926"],"abstract_inverted_index":{"Recently,":[0],"with":[1,57,225],"the":[2,28,35,51,71,94,103,108,117,121,154,172,178,202,236,239,245,248,252,255,262,270,281,291,302,330,338,350,368,400,424,427,453,482,493,567,600,622,633,661],"development":[3],"of":[4,30,37,73,93,144,165,180,196,233,247,272,283,304,341,403,432,466,495,563,605,638],"deep":[5,8,15,38,104],"learning":[6,9,48,277,635],"technology,":[7],"has":[10,323,376,389,410,422,473,488,514,578,583],"achieved":[11],"great":[12],"progress,":[13],"and":[14,96,130,149,220,279,285,293,308,312,353,379,385,388,407,429,460,478,505,517,534,556,582,596,602,616,625,654],"neural":[16],"network":[17],"models":[18,39,52,105,118],"have":[19,500,524,569,627,664],"even":[20],"outperformed":[21],"humans":[22],"in":[23,27,46,81,135,147,190,238,241,261,266,275,296,333,373,481,532,535,572,632],"many":[24,305,391,503,629],"tasks,":[25,200],"especially":[26,548],"field":[29,636],"natural":[31],"language":[32],"processing":[33],"(NLP).However,":[34],"performance":[36,45,282],"is":[40,63,77,87,161,192,209,229,251,345,357,440,554],"still":[41],"far":[42],"from":[43,110],"human":[44],"zero-shot":[47,131,188,276,286],"(ZSL),":[49],"where":[50,201,254],"are":[53,204,539,593,640],"asked":[54],"to":[55,60,85,88,113,119,176,187,212,223,243,316,445,452,541,544,560,588,609,646,659],"deal":[56,224],"targets":[58],"belonging":[59],"unseen":[61,97,114],"classes.ZSL":[62],"becoming":[64],"increasingly":[65],"important,":[66],"as":[67,141,215,395],"it":[68,216],"can":[69,106,174,184,364],"resolve":[70],"lack":[72],"labeled":[74],"data":[75],"which":[76,183,336,419,538,639],"a":[78,162,193,218,230,346,396,512,561],"common":[79],"problem":[80],"real-world":[82,213,227],"applications.One":[83],"approach":[84],"ZSL":[86,122,148],"acquire":[89],"shared":[90,100,155],"embedding":[91,101,156,168,181,273],"spaces":[92,274],"seen":[95,111],"classes.With":[98],"such":[99,394],"spaces,":[102],"transfer":[107],"knowledge":[109,136,207,465],"classes":[112],"classes,":[115],"allowing":[116],"perform":[120],"tasks.This":[123],"thesis":[124,268],"takes":[125],"bilingual":[126,166],"lexicon":[127],"induction":[128],"(BLI)":[129],"relation":[132,237],"extraction":[133],"(RE)":[134],"base":[137],"question":[138,197,240],"answering":[139,198],"(KBQA)":[140],"two":[142],"examples":[143],"research":[145,265,300,494,653],"subjects":[146],"investigates":[150],"various":[151],"methods":[152],"utilizing":[153],"spaces.BLI,":[157],"generating":[158],"word":[159,167],"translations,":[160],"basic":[163],"application":[164],"(BWE)":[169],"mapping.Research":[170],"on":[171,206,621],"BLI":[173,284],"help":[175,303],"improve":[177],"understanding":[179,271],"mapping":[182],"be":[185],"applied":[186],"RE":[189,250,253],"KBQA.KBQA":[191],"special":[194],"type":[195],"(QA)":[199],"questions":[203],"based":[205],"bases.KBQA":[208],"closely":[210],"related":[211],"applications,":[214],"provides":[217],"feasible":[219],"practical":[221,464],"way":[222],"vast":[226],"knowledge.RE":[228],"key":[231],"component":[232],"KBQA,":[234],"identifying":[235],"order":[242],"understand":[244,458],"meaning":[246],"question.Zero-shot":[249],"test":[256],"relations":[257],"do":[258],"not":[259,289,667],"appear":[260],"training":[263],"data.The":[264],"this":[267],"pushes":[269],"forward":[278],"improves":[280],"RE.I":[287],"could":[288,456],"enjoy":[290,599],"meaningful":[292],"joyful":[294],"years":[295],"doing":[297],"my":[298,309,318,342,374,382,386,441,475,486,549,613,652],"master":[299],"without":[301],"kind":[306,595],"seniors":[307],"lovely":[310],"friends.First":[311],"foremost,":[313],"I":[314,327,420,450,455,461,607,663],"want":[315,543,608],"thank":[317,446,545,610,647],"advisor,":[319],"Professor":[320],"Yoshimasa":[321],"Tsuruoka.He":[322],"encouraged":[324],"me":[325,559,587],"when":[326],"apply":[328],"for":[329,426,520],"master's":[331,343],"project":[332],"Tsuruoka":[334],"Laboratory,":[335],"bred":[337],"very":[339,509,641],"beginning":[340],"career.He":[344],"successful":[347],"teacher,":[348],"providing":[349],"most":[351],"interesting":[352,564],"challenging":[354],"orientation":[355],"tutorials.He":[356],"also":[358,594,643],"an":[359],"insightful":[360],"scholar":[361],"that":[362,438],"he":[363,439,577],"always":[365,489,518,585],"point":[366],"out":[367],"covert":[369],"but":[370,414,576],"fatal":[371],"problems":[372],"work.He":[375],"been":[377,411,423,474,490,515,525,580,584],"caring":[378,491],"supportive":[380],"about":[381,492],"academic":[383],"activities":[384],"life":[387,536],"provided":[390],"valuable":[392],"chances":[393],"part-time":[397],"job":[398],"at":[399],"National":[401],"Institute":[402],"Advanced":[404],"Industrial":[405],"Science":[406],"Technology":[408],"(AIST).He":[409],"giving":[412,416],"suggestions":[413],"never":[415,579],"compulsive":[417],"orders,":[418],"think":[421],"reason":[425],"friendly":[428,603],"vigorous":[430],"atmosphere":[431],"our":[433,447],"laboratory.I":[434],"really":[435,598],"feel":[436],"lucky":[437],"advisor.I":[442],"would":[443,644],"like":[444,645],"laboratory":[448,496],"members.When":[449],"came":[451],"laboratory,":[454],"hardly":[457],"Japanese,":[459],"had":[462],"little":[463],"machine":[467,634],"learning.My":[468],"Chinese":[469],"fellow,":[470],"Li":[471],"Tong,":[472],"\"Japanese":[476],"interpreter\"":[477],"\"technical":[479],"encyclopedia\"":[480],"first":[483],"semester.Ri":[484],"Ryoukan,":[485],"deskmate,":[487],"members":[497,523,592,662],"including":[498,566],"me.We":[499],"discussed":[501,628],"over":[502],"fields,":[504],"some":[506,573,637],"discussions":[507],"were":[508],"inspiring.Matiss":[510],"Ritkers,":[511],"researcher,":[513],"warm-hearted":[516],"ready":[519],"help.And":[521],"other":[522,648],"sharing":[526],"their":[527],"ideas,":[528],"comments,":[529],"suggestions,":[530],"both":[531],"academics":[533],"experience,":[537],"invaluable":[540],"me.I":[542],"AIST":[546,591],"members,":[547],"direct":[550],"leader,":[551],"Hiroshi":[552],"Noji.He":[553],"firm":[555],"persevering,":[557],"leading":[558],"series":[562],"topics,":[565,575],"KBQA.I":[568],"encountered":[570],"failure":[571],"difficult":[574],"frustrated":[581],"encouraging":[586],"look":[589],"forward.Other":[590],"helpful.I":[597],"open":[601],"culture":[604],"AIST.Besides,":[606],"Lyu":[611],"Zhaoyang,":[612],"former":[614],"roommate":[615],"best":[617],"friend.We":[618],"worked":[619],"together":[620],"BWE":[623],"mapping,":[624],"we":[626],"latest":[630],"topics":[631],"inspiring.I":[642],"friends":[649],"who":[650],"concern":[651],"gives":[655],"useful":[656],"advice":[657],".Thanks":[658],"all":[660],"mentioned":[665],"or":[666],"mentioned.":[668]},"counts_by_year":[],"updated_date":"2026-11-08T12:12:28.789561","created_date":"2021-12-06T00:00:00"}
