{“id”:“https://openalex.org/W2962929176“,”doi“:”https://doi.org/10.18653/v1/w18-6326“,”title“:”多源变压器解码器输入组合策略“,”display_name“:”多源变压器解码器的输入组合策略”,“publication_year”:2018,“publiation_date”:“2018-01-01”,“ids”:{“openalex”:“https://openalex.org/W2962929176“,”doi“:”https://doi.org/10.18653/v1/w18-6326“,”mag“:”2962929176“},”language“:”en“,”primary_location“:{”is_oa“:true,”landing_page_url“:”https://doi.org/10.18653/v1/w18-6326,“pdf_url”:https://www.aclweb.org/antology/W18-6326.pdf“,”source“:null,”license“:”cc-by“,”licence_id“:”https://openalex.org/licenses/cc-by“,”version“:”publishedVersion“,”is_accepted“:true,”is_published“:true},”type“:”article“,”type_crossref“:“procesdings-article”,”indexed_in“:[”crossref“],”open_access“:{”is_oa“:true,”oa_status“:”hybrid“,”oa_url“:”https://www.aclweb.org/antology/W18-6326.pdf“,”any_repository_has_fulltext“:true},”authorships“:[{”author_position“:”第一“,”作者“:{”id“:”https://openalex.org/A5061045500“,”display_name“:”Jind\u0159ich Libovick\u00fd“,”orcid“:”https://orcid.org/0000-0001-7717-4090},“机构”:[{“id”:https://openalex.org/I21250087“,”display_name“:”查尔斯大学“,”ror“:”https://ror.org/024d6js02“,”country_code“:”CZ“,”type“:“教育”,”世系“:[”https://openalex.org/I21250087“]}],”countries“:[”CZ“],”is_corresponding“:false,”raw_author_name“:”Jind\u0159ich Libovick\u00fd“,”raw _ afiliation_strings“:”Charles University,Faculty of Mathematics and Physics Institute of Formal and Applied Linguistics Malostransk\u00e9 n\u00e1m\u011bst\u00ed 25,118 00 Prague,Czech Republic“],“afiliations”:[{“raw_affiliation_string”:“查尔斯大学数学和物理学院正式和应用语言学研究所Malostransk\u00e9 n\u00e1m\u011bst\u00ed 25,118 00 Prague,Czech Republic“,“institution_ids”:[“https://openalex.org/I21250087“]}]},{”author_position“:”middle“,”author“:{”id“:”https://openalex.org/A5087600210“,”display_name“:”Jind\u0159ich Helcl“,”orcid“:null},”institutions“:[{”id“:”https://openalex.org/I21250087“,”display_name“:”查尔斯大学“,”ror“:”https://ror.org/024d6js02“,”country_code“:”CZ“,”type“:“教育”,”世系“:[”https://openalex.org/I21250087“]}],”国家“:[”CZ“],”is_corresponding“:false,”raw_author_name“:”Jind\u0159ich Helcl“,”raw _ afiliation_strings“:[“查尔斯大学数学与物理学院正式与应用语言学研究所Malostransk\u00e9 n\u00e1m\u011bst\u00ed 25,118 00 Prague,Czech Republic”],“afliations”:[{“raw_affiliation_string”:“查尔斯大学数学和物理学院正式和应用语言学研究所Malostransk\u00e9 n\u00e1m\u011bst\u00ed 25,118 00 Prague,Czech Republic“,“institution_ids”:[“https://openalex.org/I21250087“]}]},{”author_position“:”last“,”author“:{”id“:”https://openalex.org/A5066030227“,”display_name“:”David Mare\u010dek“,”orcid“:null},”institutions“:[{”id“:”https://openalex.org/I21250087“,”display_name“:”查尔斯大学“,”ror“:”https://ror.org/024d6js02“,”country_code“:”CZ“,”type“:”教育“,”血统“:[”https://openalex.org/I21250087“]}],”国家“:[”CZ“],”is_corresponding“:false,”raw_author_name“:”David Mare\u010dek“,”raw _ afiliation_strings“:[“Charles University,Faculty of Mathematics and Physics Institute of Formal and Applied Linguistics Malostransk\u00e9 n\u00e1m\u011bst\u00ed 25,118 00 Prague,Czech Republicy”],“affiliations”:[{“raw_affiliation_string”:“查尔斯大学数学和物理学院正式和应用语言学研究所Malostransk\u00e9 n\u00e1m\u011bst\u00ed 25,118 00 Prague,Czech Republic“,“institution_ids”:[“https://openalex.org/I21250087“]}]}],”countries_distinct_count“:1,”institutions_disting_count”:1,“corresponding_author_ids”:[],”correspounding_institution_ids“:[]、”apc_list“:null,”apc_payd“:null,”has_fulltext“:true,”fulltext_origin“:”pdf“,”cited_by_count“issue”:null,“first_page”:nul,“last_page”:null}is_retracted“:false,”is_paratext“:fase,”primary_topic“:{”id“:”https://openalex.org/T10028“,”display_name“:”自然语言处理“,”score“:0.9998,”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“:0.9998,”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“:0.9998,”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”:0.9974,“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“:”Physical Sciences“}}],”keywords“:[{”id“:”https://openalex.org/keywords/syntax-based-translation-models网站“,”display_name“:”基于句法的翻译模型“,”score“:0.540024},{”id“:”https://openalex.org/keywords/attention-mechanism(https://openalex.org/关键词/注意-机制)“,”display_name“:”注意机制“,”score“:0.512129},{”id“:”https://openalex.org/keywords/sequence-to-sequence-learning网站“,”display_name“:”序列到序列学习“,”score“:0.506998},{”id“:”https://openalex.org/keywords/dependency-panalysis(https://openalex.org/keywords/dependency-panalysis)“,”display_name“:”依赖关系分析“,”score“:0.500334},{”id“:”https://openalex.org/keywords/multimal-fusion(多模态融合)“,”display_name“:”多模融合“,”score“:0.500005}],”concepts“:[{”id“:”https://openalex.org/C41008148,“wikidata”:https://www.wikidata.org/wiki/Q21198“,”display_name“:”计算机科学“,”level“:0,”score“:0.8568759},{”id“:”https://openalex.org/C66322947,“wikidata”:https://www.wikidata.org/wiki/Q11658“,”display_name“:”Transformer“,”level“:3,”score“:0.7818275},{”id“:”https://openalex.org/C118505674,“wikidata”:https://www.wikidata.org/wiki/Q42586063“,”display_name“:”编码器“,”level“:2,”score“:0.77194405},{”id“:”https://openalex.org/C203005215,“wikidata”:https://www.wikidata.org/wiki/Q79798“,”display_name“:”机器翻译“,”level“:2,”score“:0.5245671},{”id“:”https://openalex.org/C57273362,“wikidata”:https://www.wikidata.org/wiki/Q576722“,”display_name“:”解码方法“,”level“:2,”score“:0.4534755},{”id“:”https://openalex.org/C123657996,“wikidata”:https://www.wikidata.org/wiki/Q12271“,”display_name“:”Architecture“,”level“:2,”score“:0.4271729},{”id“:”https://openalex.org/C28490314,“wikidata”:https://www.wikidata.org/wiki/Q189436“,”display_name“:”语音识别“,”level“:1,”score“:0.4242438},{”id“:”https://openalex.org/C154945302,“wikidata”:https://www.wikidata.org/wiki/Q11660“,”display_name“:”人工智能“,”level“:1,”score“:0.39474016},{”id“:”https://openalex.org/C11413529,“wikidata”:https://www.wikidata.org/wiki/Q8366“,”display_name“:”Algorithm“,”level“:1,”score“:0.25273854},{”id“:”https://openalex.org/C165801399,“wikidata”:https://www.wikidata.org/wiki/Q25428“,”display_name“:”Voltage“,”level“:2,”score“:0.10893437},{”id“:”https://openalex.org/C127413603,“wikidata”:https://www.wikidata.org/wiki/Q11023“,”display_name“:”工程“,”级别“:0,”分数“:0.07594225},{”id“:”https://openalex.org/C119599485,“wikidata”:https://www.wikidata.org/wiki/Q43035“,”display_name“:”电气工程“,”level“:1,”score“:0.07474673},{”id“:”https://openalex.org/C142362112,“wikidata”:https://www.wikidata.org/wiki/Q735“,”display_name“:”Art“,”level“:0,”score“:0.0},{”id“:”https://openalex.org/C153349607,“wikidata”:https://www.wikidata.org/wiki/Q36649“,”display_name“:”视觉艺术“,”level“:1,”score“:0.0},{”id“:”https://openalex.org/C111919701,“wikidata”:https://www.wikidata.org/wiki/Q9135“,”display_name“:”操作系统“,”level“:1,”score“:0.0}],”mesh“:[],”locations_count“:5,”location“:[{”is_oa“:true,”landing_page_url“:”https://doi.org/10.18653/v1/w18-6326,“pdf_url”:https://www.aclweb.org/antology/W18-6326.pdf“,”source“:null,”license“:”cc-by“,”licence_id“:”https://openalex.org/licenses/cc-by“,”version“:”publishedVersion“,”is_accepted“:true,”is_published“:true},{”is_oa“:true,”landing_page_url“:”https://hdl.handle.net/20.500.11820/c305365f-2576-4016-870e-e000941e3eda,“pdf_url”:https://www.research.ed.ac.uk/files/192426247/Input_Combination_Strategies_LIBOVICKY_DOA18082018_VOR_CC_BY.pdf,“源”:{“id”:https://openalex.org/S4306400321“,”“display_name”“:”爱丁堡研究探索者(爱丁堡大学)“,”issn_l“:null,”issn“:null,”is_oa“:true,”is_ in_doaj“:false,”host_organization“:”https://openalex.org/I98677209“,”“host_organization_name”:“爱丁堡大学”,“host_organization_lineage”:[“https://openalex.org/I98677209“],”host_organization_lineage_names“:[”爱丁堡大学“],“type”:“repository”},“license”:“cc-by”,“licence_id”:“https://openalex.org/licenses/cc-by“,”version“:”submittedVersion“,”is_accepted“:false,”is_published“:false},{”is_oa“:true,”landing_page_url“:”https://www.aclweb.org/antology/W18-6326,“pdf_url”:https://aclantology.org/W18-6326.pdf,“源”:{“id”:https://openalex.org/S4306400320“,”“display_name”“:”爱丁堡研究探索者(爱丁堡大学)“,”issn_l“:null,”issn“:null,”is_oa“:true,”is_ in_doaj“:false,”host_organization“:”https://openalex.org/I98677209“,”“host_organization_name”:“爱丁堡大学”,“host_organization_lineage”:[“https://openalex.org/I98677209“],”host_organization_lineage_names“:[”爱丁堡大学“],“type”:“repository”},“license”:“cc-by-nc-sa”,“licence_id”:“https://openalex.org/licenses/cc-by-nc-sa“,”version“:”submittedVersion“,”is_accepted“:false,”is_published“:false},{”is_oa“:true,”landing_page_url“:”https://arxiv.org/abs/1811.04716,“pdf_url”:https://arxiv.org/pdf/1811.04716,“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,”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,”license_id“:null,”version“:”submittedVersion“,”is_accepted“:false,”is_published“:false},{”is_oa“:true,”landing_page_url“:”https://www.pure.ed.ac.uk/ws/files/192426247/Input_Combination_Strategies_LIBOVICKY_DOA18082018_VOR_CC_BY.pdf,“pdf_url”:https://www.pure.ed.ac.uk/ws/files/192426247/Input_Combination_Strategies_LIBOVICKY_DOA18082018_VOR_CC_BY.pdf,“源”:{“id”:https://openalex.org/S4306400320“,”“display_name”“:”爱丁堡研究探索者(爱丁堡大学)“,”issn_l“:null,”issn“:null,”is_oa“:true,”is_ in_doaj“:false,”host_organization“:”https://openalex.org/I98677209“,”“host_organization_name”:“爱丁堡大学”,“host_organization_lineage”:[“https://openalex.org/I98677209“],”host_organization_lineage_names“:[”爱丁堡大学“],“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://doi.org/10.18653/v1/w18-6326,“pdf_url”:https://www.aclweb.org/antology/W18-6326.pdf“,”source“:null,”license“:”cc-by“,”licence_id“:”https://openalex.org/licenses/cc-by“,”version“:”publishedVersion“,”is_accepted“:true,”is_published“:true},”sustainable_development_goals“:[],”grants“:[],”datasets“:〔],”versions“:[〕,”referenced_works_count“:11,”reforenced_works“:[”https://openalex.org/W2101105183","https://openalex.org/W2417549359","https://openalex.org/W2509282593","https://openalex.org/W2735217275","https://openalex.org/W2799051177","https://openalex.org/W2962889503","https://openalex.org/W2963347649","https://openalex.org/W2963403868","https://openalex.org/W2963407669","https://openalex.org/W2964308564","https://openalex.org/W630532510网址“],”related_works“:[”https://openalex.org/W4289548192","https://openalex.org/W3176018525","https://openalex.org/W3026554633","https://openalex.org/W2963499882","https://openalex.org/W2949454572","https://openalex.org/W2903810591","https://openalex.org/W2903533908","https://openalex.org/W2903399267","https://openalex.org/W2888520903","https://openalex.org/W2221419418“],”ngrams_url“:”https://api.openalex.org/works/W2962929176/ngrams网站“,”“abstract_inverted_index”:{“In”:[0],“multi-source”:[1],“sequence-to-sequence”:[2],“tasks”:[3],“the”:[4,25,29,33,43,68],“attention”:[5,31],“mechanism”:[6],“can”:[7],“be”:[8],“modeled”:[9],“In”:[10,32],“severt”:[11],“ways.This”:[12],“topic”:[13],“has”:[14],“被“:[15],”彻底“:[16],”研究“:[17],”开启“:[18,54],”复发“:[19],”架构。在“:[20],”this“:[21],”paper“:[22],”we“:[23],”extended“:[24],”previous“:/26],”work“:[2],”to“:[28,72],”coder-decoder“:[30],”Transformer“:[34],”architecture中。我们“:[35],“提议”:[36],“四”:[37],“不同”:[38],“输入”:[39],“组合”:[40],“策略”:[41],“用于”:[42],“编码器”:[44],“注意:”:[45],“串行”:[46],“并行”:[47],“平面”:[48],“和”:[49,59,76],“分层”。我们“:[50],”评估“:[51],”我们的“:[52],”方法“:[53],”任务“:[55],”of“:[56],”多模态“:[57],”翻译“:[58,60],”with“:[61],”multiple“:[62,74],”源“:[63,80],”languages。“:[64],”实验“:[65],”显示“:[66],”that“:[67],”模型“:[69],”are“:[70],”able“:[71],”use“:[73],”sources“:[75],”improve“:[77],”over“:[78],”single“:[%9],”baselines。“:[81]},”cited_by_api_url“:”https://api.openalex.org/works?filter=cites:W2962929176“,”counts_by_year“:[{年:2024,”cited_by_count“:2},{年“:2023,”cited_by_count”:10},“年”:2022,“cited_by_counts”:6},”年“:2020,”citecd_by_count“:13},“,”创建日期“:”2019-07-30“}