{“id”:“https://openalex.org/W2000273165“,”doi“:”https://doi.org/10.1111/j.1467-8640.2012.00452.x“,”title“:“为高维语言功能在(DIS)相似空间中发现健壮嵌入”,”display_name“:”为高维语言学功能在(DIS)相似区域中发现健美嵌入“,”publication_year“:2012,”publiction_date“:”2012-08-06“,”ids“:{”openalex“:”https://openalex.org/W2000273165“,”doi“:”https://doi.org/10.1111/j.1467-8640.2012.00452.x“,”mag“:”2000273165“},”language“:”en“,”primary_location“:{”is_oa“:false,”landing_page_url“:”https://doi.org/10.1111/j.1467-8640.2012.00452.x“,”pdf_url“:空,”源“:{”id“:”https://openalex.org/S56561474“,”display_name“:”计算智能“,”issn_l“:”0824-7935“,”isn“:[”08247935“,”1467-8640“],”is_oa“:false,”is_in_doaj“:false,”is_core“:true,”host_organization“:”https://openalex.org/P4310320503“,”host_organization_name“:”Wiley Blackwell“,”host_organization_lineage“:[”https://openalex.org/P4310320503","https://openalex.org/P4310320595“],”host_organization_lineage_names“:[”Wiley-Blackwell“,”Wiley“],“type”:“journal”},“license”:null,“licence_id”:nul,“version”:null,“is_accepted”:false,“is_published”:false},”type“:”article“,”type_crossref“:“jordal-article”,“indexed_in”:[”crossref“],“:null,”any_repository_has_fulltext“:false},“作者”:[{“author_position”:“first”,“author”:{“id”:“https://openalex.org/A5048659336“,”display_name“:”Tingting Mu“,”orcid“:”https://orcid.org/0000-0001-6315-3432},“机构”:[{“id”:https://openalex.org/I28407311“,”display_name“:”曼彻斯特大学“,”ror“:”https://ror.org/027m9bs27“,”country_code“:”GB“,”type“:“教育”,”世系“:[”https://openalex.org/I28407311“]}],”国家“:[”GB“],”is_corresponding“:false,”raw_author_name“:”Tingting Mu“,”raw _ afiliation_strings“:[“英国曼彻斯特大学国家文本挖掘中心”],”affiliations“:[{”raw _affiliation_string“:”英国曼彻斯特曼大学国家文本发掘中心”,“institution_ids”:[“https://openalex.org/I28407311“]}]},{”author_position“:”middle“,”author“:{”id“:”https://openalex.org/A5002276017“,”display_name“:”Miwa Misawa“,”orcid“:”https://orcid.org/0000-0003-4711-7794},“机构”:[{“id”:https://openalex.org/I28407311“,”display_name“:”曼彻斯特大学“,”ror“:”https://ror.org/027m9bs27“,”country_code“:”GB“,”type“:“教育”,”世系“:[”https://openalex.org/I28407311“]}],”国家“:[”GB“],”is_corresponding“:false,”raw_author_name“:”Makoto Miwa“,”raw _ afiliation_strings“:[“英国曼彻斯特大学国家文本挖掘中心”],”affiliations“:[{”raw _affiliation_string“:”英国曼彻斯特曼大学国家文本发掘中心”,“institution_ids”:[“https://openalex.org/I28407311“]}]},{”author_position“:”middle“,”author“:{”id“:”https://openalex.org/A5040725471“,”display_name“:”Jun\u2019ichi Tsujii“,”orcid“:null},”institutions“:[{”id“:”https://openalex.org/I4210113369“,”display_name“:”Microsoft亚洲研究院(中国)“,”ror“:”https://ror.org/0300m5276“,”country_code“:”CN“,”type“:“company”,”lineage“:[”https://openalex.org/I1290206253","https://openalex.org/I4210113369“]}],”国家“:[”CN“],”is_corresponding“:false,”raw_author_name“:”Junichi Tsujii“,”raw_affiliation_strings“:[“Microsoft亚洲研究院,中国北京”],”affiliations“:[{”raw_affiliation_string“:”Microsoft亚洲研究所,中国北京“,”institution_ids“:[https://openalex.org/I4210113369“]}]},{”author_position“:”last“,”author“:{”id“:”https://openalex.org/A5077976343“,”display_name“:”Sophia Ananiadou“,”orcid“:”https://orcid.org/0000-0002-4097-9191},“机构”:[{“id”:https://openalex.org/I28407311“,”display_name“:”曼彻斯特大学“,”ror“:”https://ror.org/027m9bs27“,”country_code“:”GB“,”type“:“教育”,”世系“:[”https://openalex.org/I28407311“]}],”国家“:[”GB“],”is_corresponding“:false,”raw_author_name“:”Sophia Ananiadou“,”raw _ afiliation_strings“:[“英国曼彻斯特大学国家文本挖掘中心”],”affiliations“:[{”raw _affiliation_string“:”英国曼彻斯特曼彻斯特学院国家文本挖掘研究中心”,“institution_ids”:[“”https://openalex.org/I28407311“]}]}],”countries_distinct_count“:2,”institutions_disting_count”:2,“corresponding_author_ids”:[],”correspounding_institution_ids“:[]、”apc_list“:{”value“:3450,”currency“:”USD“,”value_USD“:34500,”provenance“:”doaj“},”apc_payd“:null,”fwci“:null,”has_fulltext“:false,”cited_by_count ile_year“:{“最小”:0,“最大”:68},“书目”:{”卷“:”30“,”问题“:“2”,”第一页“:“285”,”最后一页“:”315“},”被收缩“:false,”is_paratext“:false,”primary_topic“:{”id“:”https://openalex.org/T11550“,”“display_name”:“机器学习中的多标签文本分类”,“score”:0.9999,“subfield”:{“id”:“https://openalex.org/subfields/s702“,”display_name“:”Artificial Intelligence“},”field“:{”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/T11550“,”“display_name”:“机器学习中的多标签文本分类”,“score”:0.9999,“subfield”:{“id”:“https://openalex.org/subfields/s702“,”display_name“:”Artificial Intelligence“},”field“:{”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/T10028“,”display_name“:”自然语言处理“,”score“:0.9982,”subfield“:{”id“:”https://openalex.org/subfields/s702“,”display_name“:”Artificial Intelligence“},”field“:{”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“:”统计机器翻译和自然语言处理“,”score“:0.9977,”subfield“:{”id“:”https://openalex.org/subfields/s702“,”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/multi-label-learning网站“,”display_name“:”多标签学习“,”score“:0.593097},{”id“:”https://openalex.org/keywords/language-modeling“,”display_name“:”语言建模“,”score“:0.570068},{”id“:”https://openalex.org/keywords/topic建模“,”display_name“:”Topic Modeling“,”score“:0.540814},{”id“:”https://openalex.org/keywords/feature-selection网站“,”display_name“:”功能选择“,”score“:0.536522},{”id“:”https://openalex.org/keywords/named-entity-recognition网站“,”display_name“:”命名实体识别“,”score“:0.528452}],”concepts“:[{”id“:”https://openalex.org/C41008148,“wikidata”:https://www.wikidata.org/wiki/Q21198“,”display_name“:”计算机科学“,”level“:0,”score“:0.6862756},{”id“:”https://openalex.org/C154945302,“wikidata”:https://www.wikidata.org/wiki/Q11660“,”display_name“:”人工智能“,”level“:1,”score“:0.66916597},{”id“:”https://openalex.org/C41608201,“wikidata”:https://www.wikidata.org/wiki/Q980509“,”display_name“:”Embedding“,”level“:2,”score“:0.6611984},{”id“:”https://openalex.org/C153180895,“wikidata”:https://www.wikidata.org/wiki/Q7148389“,”display_name“:”模式识别(心理学)“,”level“:2,”score“:0.5702918},{”id“:”https://openalex.org/C83665646,“wikidata”:https://www.wikidata.org/wiki/Q42139305网址“,”display_name“:”Feature vector“,”level“:2,”score“:0.52143073},{”id“:”https://openalex.org/C12267149,“wikidata”:https://www.wikidata.org/wiki/Q282453“,”display_name“:”支持向量机“,”level“:2,”score“:0.44233748},{”id“:”https://openalex.org/C97931131,“wikidata”:https://www.wikidata.org/wiki/Q5282087“,”display_name“:”鉴别模型“,”level“:2,”score“:0.43281966},{”id“:”https://openalex.org/C103278499,“wikidata”:https://www.wikidata.org/wiki/Q254465“,”display_name“:”相似性(几何)“,”level“:3,”score“:0.43099496},{”id“:”https://openalex.org/C111030470,“wikidata”:https://www.wikidata.org/wiki/Q1430460“,”display_name“:”维度诅咒“,”level“:2,”score“:0.42934713},{”id“:”https://openalex.org/C119857082,“wikidata”:https://www.wikidata.org/wiki/Q2539“,”display_name“:”机器学习“,”level“:1,”score“:0.41560006},{”id“:”https://openalex.org/C204321447,“wikidata”:https://www.wikidata.org/wiki/Q30642“,”display_name“:”自然语言处理“,”level“:1,”score“:0.33634725},{”id“:”https://openalex.org/C115961682,“wikidata”:https://www.wikidata.org/wiki/Q860623“,”display_name“:”Image(mathematics)“,”level“:2,”score“:0.0}],”mesh“:[],”locations_count“:1,”location“:[{”is_oa“:false,”landing_page_url“:”https://doi.org/10.1111/j.1467-8640.2012.00452.x“,”pdf_url“:空,”源“:{”id“:”https://openalex.org/S56561474“,”display_name“:”计算智能“,”issn_l“:”0824-7935“,”isn“:[”08247935“,”1467-8640“],”is_oa“:false,”is_in_doaj“:false,”is_core“:true,”host_organization“:”https://openalex.org/P4310320503“,”host_organization_name“:”Wiley Blackwell“,”host_organization_lineage“:[”https://openalex.org/P4310320503","https://openalex.org/P4310320595“],”host_organization_lineage_names“:[”Wiley Blackwell“,”Wiley“],”type“:”journal“},”license“:null,”license_id“:null,”version“:null,”is_accepted“:false,”is_published“:false}],”best_oa_location“:null,”sustainable_development_goals“:[{”score“:0.73,”display_name“:”减少不平等“,”id“:”https://metadata.un.org/sdg/10“}],”grants“:[],”datasets“:[],”versions“:[】,”referenced_works_count“:77,”referrenced_works“:]”https://openalex.org/W1480643256","https://openalex.org/W1510073064","https://openalex.org/W1533168581","https://openalex.org/W1545278414","https://openalex.org/W1563088657","https://openalex.org/W1564518192","https://openalex.org/W1587871245","https://openalex.org/W1675272512","https://openalex.org/W1918870341","https://openalex.org/W1967082914","https://openalex.org/W1979740015","https://openalex.org/W1988647655","https://openalex.org/W1990794790","https://openalex.org/W1992048767","https://openalex.org/W1993436046","https://openalex.org/W1994383019","https://openalex.org/W1996787131","https://openalex.org/W1999085008","https://openalex.org/W2001619934","https://openalex.org/W2006475033","https://openalex.org/W2014158063","https://openalex.org/W2020278455","https://openalex.org/W2027077102","https://openalex.org/W2042972234","https://openalex.org/W2043772506","https://openalex.org/W2049107599","https://openalex.org/W2051674731","https://openalex.org/W2053186076","https://openalex.org/W2058756906","https://openalex.org/W2064030835","https://openalex.org/W2066073289","https://openalex.org/W2069377314","https://openalex.org/W2071888997网址","https://openalex.org/W2097308346","https://openalex.org/W2098162425","https://openalex.org/W2100235303","https://openalex.org/W2103167990","https://openalex.org/W2105055468","https://openalex.org/W2109710679","https://openalex.org/W2111427896","https://openalex.org/W2120814856","https://openalex.org/W2121947440","https://openalex.org/W2122814955","https://openalex.org/W2124101779","https://openalex.org/W2124735751","https://openalex.org/W2132914434","https://openalex.org/W2134953325","https://openalex.org/W2140095548","https://openalex.org/W2140298320","https://openalex.org/W2141014056","https://openalex.org/W2141605886","https://openalex.org/W2142130234","https://openalex.org/W2143772141","https://openalex.org/W2147152072","https://openalex.org/W2148396208","https://openalex.org/W2150563191","https://openalex.org/W2153635508","https://openalex.org/W2154249783","https://openalex.org/W2157656721","https://openalex.org/W2158964747","https://openalex.org/W2165728620","https://openalex.org/W2166111585","https://openalex.org/W2172000360","https://openalex.org/W3001138670","https://openalex.org/W3005198936","https://openalex.org/W3006651541","https://openalex.org/W3012199806","https://openalex.org/W3014771378","https://openalex.org/W3023540311","https://openalex.org/W3148981562","https://openalex.org/W3200684739","https://openalex.org/W4230946174","https://openalex.org/W4232544024","https://openalex.org/W4237791300","https://openalex.org/W4245662714","https://openalex.org/W4248667262","https://openalex.org/W4292023222“],”related_works“:[”https://openalex.org/W4389116644","https://openalex.org/W4205463238","https://openalex.org/W3103844505","https://openalex.org/W2965546495","https://openalex.org/W2761785940","https://openalex.org/W259157601","https://openalex.org/W2153315159","https://openalex.org/W2110523656","https://openalex.org/W1909208367","https://openalex.org/W1482209366“],”ngrams_url“:”https://api.openalex.org/works/W2000273165/ngrams“,”“abstract_inverted_index”:{“Recent”:[0],“research”:[1],“has”:[2],“shown”:[3],“the”:[4,42,57,64,67,71,77,81,85,97103167175],“effectivity”:[5],“of”:[6,21,80,99105119144],“rich”:[7],“feature”:[8,37],“representation”:[9],“for”:[10108],“tasks”:[11162],“in”:[12,84153],“自然”:[13],“语言”:[14],“处理”:[15143],“(NLP)。”:[16],“然而,“:[17],“非常”:[18],“大”:[19],“数字”:[20],“特征”:[22,69121],“做”:[23],“不”:[24],“总是”:[25],“改进”:[26],“分类”:[27172],“性能”。“:[28],”他们“:[29],”可能“:[30],”包含“:[31],”冗余“:[32],”信息“:[33],”引导“:[34],”到“:[35,62,92139150195],”噪音“:[36],”演示“:[38],”和“:[39,70,74102111148],”也“:[40131149186],”呈现“:[41],”学习“:[43],”算法“:[44],”难以处理。“:[45],”In“:[46],”this“:[47],”paper“:[48],”we“:%49],”propose“:[50],”a“:[51],”supervised“:[52],”embedding“:[53154198],”framework“:【54,90169】,”that“:【55】,”modifies“:【56】,”relative“:【58】,”positions“:【59】,”between“:【60,66,96】,”instance“:【61】,”increase“:[63],”兼容性“:[65],“输入”:[68],“输出”:[72],“标签”:[73],“同时”:[75],“保留“:[76],”本地“:[78],”分发“:[79],”原始“:[82],”数据“:[83165],”嵌入“:[86],”空间。“:[87],“The”:[88],“proposed”:[89168],“attents”:[91],“support”:[93176],“flexible”:[94],“balance”:[95],“reservation”:[98],“intrinsic”:[100],“geometry”:[101],“enhancement”:[104],“class”:[106191],“separability”:[107],“both”:[109],“interclass”:[110],“inclass”:112],“instances”。“:[113],“It”:[114185],“takes”:[115],“into”:[116],“account”:[117],“characteristics”:[118],“language”:[120],“by”:[122],“using”:[123180],“an”:[124],“internal”:%125],“product\u2010based”:[126],“optimization”:[127],“template”。“:[128],”(Dis)similarity“:[129],”features“:[130],”known“:[132],”as“:[133193],”experimental“:[134],”kernel“:[135],”mapping,“:[136],”is“:[137],”employed“:[138],”enable“:[140],”computationally“:[141],”tractable“:%142],”extremely“[145],”high\u2010dimensional“:[146],”input“:[147],”handle“:151],“非线性”:[152],“生成”:[155],“何时”:[156],“必要的。“:[157],“已评估”:[158],“on”:[159],“two”:[160],“NLP”:[161],“with”:[163189],“six”:[164],“set”,“:[166],“provides”:[170],“better”:[171190],“performance”:[173],“than”:[174],“vector”:/177],“machine”:[178],“no”:[179],“any”:[181],“dimensionality”:[182],“reducation”:[183],“技术。“:[184],”generates“:[187],”embeddings“:[188],”discriminability“:[192],”compared“:[194],”many“:[196],”existing“:[197],”algorithms。“:[199]},”cited_by_api_url“:”https://api.openalex.org/works?filter=cites:W2000273165“,”counts_by_year“:[],”updated_date“:”2024-06-26T19:41:54.467585“,”创建日期“:”2016-06-24“}