{“id”:“https://openalex.org/W2522720655“,”doi“:”https://doi.org/10.1109/slt.2016.7846297“,”title“:”使用语义丰富的单词嵌入进行意图检测“,”display_name“:”用语义丰富的词嵌入进行意图探测“,”publication_year“:2016,”publitation_date“:”2016-12-01“,”ids“:{”openalex“:”https://openalex.org/W2522720655“,”doi“:”https://doi.org/10.1109/slt.2016.7846297“,”mag“:”2522720655“},”language“:”en“,”primary_location“:{”is_oa“:false,”landing_page_url“:”https://doi.org/10.1109/slt.2016.7846297“,”pdf_url“:null,”source“:null,”license“:null',”licence_id“:null,”version“:nuller,”is_accepted“:false,”is_published“:false},”type“:”article“,”type_crossref“:“procesdings-article”,”indexed_in“:[”crossref“],”open_access“:{”is_oa“:false,”oa_status“:”closed“,”oa_url”:null“,”any_repository_has_fulltext“:false}”,”authorships“:[{”author_position“:”first“,”作者“:{”id“:”https://openalex.org/A5039966562“,”display_name“:”Joo-Kyung Kim“,”orcid“:null},”institutions“:[{”id“:”https://openalex.org/I52357470“,”display_name“:”俄亥俄州立大学“,”ror“:”https://ror.org/00rs6vg23“,”country_code“:”US“,”type“:“教育”,”世系“:[”https://openalex.org/I52357470“]}],”国家“:[”美国“],”is_corresponding“:false,”raw_author_name“:”Joo-Kyung Kim“,”raw _ afiliation_strings“:[“美国俄亥俄州哥伦布俄亥俄州立大学”]},{“author_position”:“middle”,“author”:{“id”:“https://openalex.org/A5087941479“,”display_name“:”G\u00f6khan T\u00fcr“,”orcid“:null},”institutions“:[{”id“:”https://openalex.org/I1291425158“,”display_name“:”谷歌(美国)“,”ror“:”https://ror.org/00njsd438“,”country_code“:”US“,”type“:“company”,”lineage“:[”https://openalex.org/I1291425158","https://openalex.org/I4210128969“]}],”国家“:[”美国“],”is_corresponding“:false,”raw_author_name“:”Gokhan Tur“,”raw _ afiliation_strings“:[“谷歌研究,美国加利福尼亚州山景城”]},{“author_position”:“middle”,“author”:{“id”:“https://openalex.org/A5030468199“,”display_name“:”Asl\u0131\u00c7eliky\u0131 lmaz“,”orcid“:null},”institutions“:[{”id“:”https://openalex.org/I1290206253“,”display_name“:”Microsoft(美国)“,”ror“:”https://ror.org/00d0nc645“,”country_code“:”US“,”type“:“company”,”lineage“:[”https://openalex.org/I1290206253“]}],”国家“:[”美国“],”is_corresponding“:false,”raw_author_name“:”Asli Celikyilmaz“,”raw _ afiliation_strings“:[“Microsoft Research,Redmond,Washington,USA”]},{“author_position”:“middle”,“author”:{“id”:“https://openalex.org/A5052160218“,”display_name“:”Bin Cao“,”orcid“:”https://orcid.org/0000-0003-1062-6309},“机构”:[{“id”:https://openalex.org/I1290206253“,”display_name“:”Microsoft(美国)“,”ror“:”https://ror.org/00d0nc645“,”country_code“:”US“,”type“:“company”,”lineage“:[”https://openalex.org/I1290206253“]},{”id“:”https://openalex.org/I4210108985“,”display_name“:”贝尔维尤医院中心“,”ror“:”https://ror.org/01ky34z31“,”country_code“:”US“,”type“:”healthcare“,”沿袭“:[”https://openalex.org/I1283621791","https://openalex.org/I4210086933","https://openalex.org/I4210108985“]}],”国家“:[”美国“],”is_corresponding“:false,”raw_author_name“:”Bin Cao“,”raw_affiliation_strings“:[“Microsoft,Bellevue,Washington,USA”]},{“author_position”:“last”,“author”:{“id”:“https://openalex.org/A5056874223“,”display_name“:”Ye\u2010Yi Wang“,”orcid“:null},”institutions“:[{”id“:”https://openalex.org/I1290206253“,”display_name“:”Microsoft(美国)“,”ror“:”https://ror.org/00d0nc645“,”country_code“:”US“,”type“:“company”,”lineage“:[”https://openalex.org/I1290206253“]},{”id“:”https://openalex.org/I4210108985“,”display_name“:”贝尔维尤医院中心“,”ror“:”https://ror.org/01ky34z31“,”country_code“:”US“,”type“:”healthcare“,”沿袭“:[”https://openalex.org/I1283621791","https://openalex.org/I4210086933","https://openalex.org/I4210108985“]}],”国家“:[”美国“],”is_corresponding“:false,”raw_author_name“:”Ye-Yi Wang“,”raw关联字符串“:[“Microsoft,Bellevue,Washington,USA”]}]“countries_distict_count”:1,”institutions_disticent_count“:4,”corresponding_author_ids“:[],”coresponding_institution_ids”:[]“apc_list”:null,”apc_payed“:null”,“has_fulltext”:true,“完整文本源”:“ngrams“,”cited_by_count“:70,”cited_by_percentile_year“:{”min“:97,”max“:98},”biblio“:{volume“:null,”issue“:null,”first_page“:nul,”last_page“:null},“is_retracted”:false,“is_paratext”:false,“primary_topic”:{“id”:“https://openalex.org/T10028“,”display_name“:”自然语言处理“,”score“:1.0,”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“:1.0,”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“:1.0,”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/T12031“,”“display_name”:“口语系统的对话行为建模”,“score”:0.9968,“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/word-representation网站“,”display_name“:”Word Representation“,”score“:0.545146},{”id“:”https://openalex.org/keywords/language-modeling“,”display_name“:”语言建模“,”score“:0.542219},{”id“:”https://openalex.org/keywords/semantic-processing“,”display_name“:”语义处理“,”score“:0.538877},{”id“:”https://openalex.org/keywords/reinforcement-learning网站“,”display_name“:”强化学习“,”score“:0.5364},{”id“:”https://openalex.org/keywords/syntax-based-translation-models网站“,”display_name“:”基于句法的翻译模型“,”score“:0.526254}],”concepts“:[{”id“:”https://openalex.org/C157659113,“wikidata”:https://www.wikidata.org/wiki/Q533822“,”display_name“:”WordNet“,”level“:2,”score“:0.88566554},{”id“:”https://openalex.org/C41008148,“wikidata”:https://www.wikidata.org/wiki/Q21198“,”display_name“:”计算机科学“,”level“:0,”score“:0.8304468},{”id“:”https://openalex.org/C204321447,“wikidata”:https://www.wikidata.org/wiki/Q30642“,”display_name“:”自然语言处理“,”level“:1,”score“:0.74505526},{”id“:”https://openalex.org/C90805587,“wikidata”:https://www.wikidata.org/wiki/Q10944557“,”display_name“:”Word(群论)“,”level“:2,”score“:0.7287315},{”id“:”https://openalex.org/C154945302,“wikidata”:https://www.wikidata.org/wiki/Q11660“,”display_name“:”人工智能“,”level“:1,”score“:0.66874886},{”id“:”https://openalex.org/C2777462759,“wikidata”:https://www.wikidata.org/wiki/Q18395344“,”display_name“:”Word embedding“,”level“:3,”score“:0.5782221},{”id“:”https://openalex.org/C2776359362,“wikidata”:https://www.wikidata.org/wiki/Q2145286“,”display_name“:”Representation(politics)“,”level“:3,”score“:0.4583054},{”id“:”https://openalex.org/C41608201,“wikidata”:https://www.wikidata.org/wiki/Q980509“,”display_name“:”Embedding“,”level“:2,”score“:0.44858786},{”id“:”https://openalex.org/C41895202,“wikidata”:https://www.wikidata.org/wiki/Q8162“,”display_name“:”语言学“,”level“:1,”score“:0.14281476},{”id“:”https://openalex.org/C138885662,“wikidata”:https://www.wikidata.org/wiki/Q5891“,”display_name“:”哲学“,”等级“:0,”分数“:0.0},{”id“:”https://openalex.org/C94625758,“wikidata”:https://www.wikidata.org/wiki/Q7163“,”display_name“:”政治“,”级别“:2,”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/C199539241,“wikidata”:https://www.wikidata.org/wiki/Q7748(网址:https://www.wikidata.org/wiki/Q7748)“,”display_name“:”Law“,”level“:1,”score“:0.0}],”mesh“:[],”locations_count“:1,”locations“:[{”is_oa“:false,”landing_page_url“:”https://doi.org/10.1109/slt.2016.7846297“,”pdf_url“:null,”source“:null,”license“:null,”liccense_id“:nuld,”version“:nully,”is_accepted“:false,”is_published“:false}],”best_oa_location“:nul,”sustainable_development_goals“:[{”display_name“:”素质教育“,”id“:”https://metadata.un.org/sdg/4“,”score“:0.69}],”grants“:[],”datasets“:[],”versions“:[】,”referenced_works_count“:27,”referrenced_works“:【”https://openalex.org/W1503259811","https://openalex.org/W1614298861","https://openalex.org/W1649407914","https://openalex.org/W2005708641","https://openalex.org/W2064675550","https://openalex.org/W2157331557","https://openalex.org/W2168565044","https://openalex.org/W2250539671","https://openalex.org/W2250683455","https://openalex.org/W2251044566","https://openalex.org/W2251387237","https://openalex.org/W2251882135","https://openalex.org/W2251979305","https://openalex.org/W2291776410","https://openalex.org/W2294542797","https://openalex.org/W2473329891","https://openalex.org/W2511498338","https://openalex.org/W2575101493","https://openalex.org/W2882319491","https://openalex.org/W2962684341","https://openalex.org/W2963974889","https://openalex.org/W2964121744","https://openalex.org/W2964232431","https://openalex.org/W2964325005","https://openalex.org/W4235505822","https://openalex.org/W4294170691","https://openalex.org/W4298154995“],”related_works“:[”https://openalex.org/W947140380","https://openalex.org/W4288407670","https://openalex.org/W4286432911","https://openalex.org/W4245453790","https://openalex.org/W4230884544","https://openalex.org/W3194985222","https://openalex.org/W2964561442","https://openalex.org/W2937960099","https://openalex.org/W2911655849","https://openalex.org/W2585891055“],”ngrams_url“:”https://api.openalex.org/works/W2522720655/ngrams“,”“abstract_inverted_index”:{“现状”:[0],“目标”:[1],“语言”:[2,96],“理解”:[3],“系统”:[4],“依赖”:[5],“on”:[6,42,47145158],“深度”:[7],“学习”:[8138],“方法”:[9],“使用”:[10],“1-hot”:[11],“单词”:[12,16,19,54,64113170],“向量”:[13],“or”:[14,70,76],“off-the-shelf”:[15],“embeddings”:[17],“While”:[18],“嵌入“:[20,65114130140171],”can“:[21176],”be“:[22,74],”enriched“:[23172],”with“:[24173],”information“:[25],”from“:[26165],”semantical“:[27,37101174],”lexicons“:[28175],”(例如“:[29],”as“:[30,5310419135],”WordNet“:[31],”and“:[32,5610715160],”PPDB)“:[33],”to“:34,66,73,83110137],“改善”:[35,84177],“他们的”:[36],“表征,“:[38],”大多数“:[39],”先前“:[40],”研究“:[41],”单词嵌入“:[43],”丰富“:[44],”有“:[45],”聚焦“:[46],”改进“:[48],”固有“:[49],”字级“:[50],”任务“:[51],”这样“:[52103],”类比“:[55],”反义词“:[57],”检测。“:[58126155179],“In”:[59],“this”:[60],“work”,“:[61],“we”:[C2128],“enrich”:[63111129],“force”:[67],“semantically”:[68],“similar”:[69],“differentive”:[17],“words”:[72123],“closer”:[75],“farter”:[77],“away”:[78],“In”:[79],“the”:[80,85112132139142148],“embedding”:[81],“空格”:[82],“性能”:[86],“of”:[87122147],“an”:[88],“外在的”:[89],“任务”:[90],“即”:[91],“意图”:[9225145178],“检测”:[93],“用于”:[94121453],“口语”:[95],“理解”。“:[97],“我们”:[98],“利用”:[99],“几个”:[100],“词典”,:[102],“WordNet,”:[105],“PPDB,”:/106],“麦克米兰”:[108],“字典”:[109],“稍后”:[116],“使用”:[117],“它们”:[118],“初始”:[120],“表示”:[121],“因此”:[127],“外部”:[131],“神经”:[133],“网络”:[134],“反对”:[136],“内部”:[141],“网络”,:[143],“和”,“:[144],“顶部”:[146],“嵌入,“:[149],”构建“:[150],”双向“:[151],”LSTM“:[152],”我们的“:[156],”实验“:[157],”ATIS“:[159],”a“:[161],”真实“:[162],”日志“:[163],”数据集“:[164],”微软“:[166],”科尔塔纳“:[167],”显示“:[168],”那“:[169]},”引用_by_api_url“:”https://api.openalex.org/works?filter=cites:W2522720655“,”counts_by_year“:[{”年“:2024,”cited_by_count“:2},{”年份“:2023,”ciped_by_cunt“:6},”{“年份”:2022,“cited_by_count”:6}.,{“年”:2021,”cited_bycount“:14},“年”:2020,”citted_bycunt“:14],”年“2019,”cieted_by_count“年份”:2017,“引用_ by_count”:4}],“更新日期”:“2024-05-10T18:28:15.167917”,“创建日期”:2016-09-30"}