{"id":"https://openalex.org/W3082882290","doi":"https://doi.org/10.1155/2020/8823906","title":"Extracting Parallel Sentences from Nonparallel Corpora Using Parallel Hierarchical Attention Network","display_name":"Extracting Parallel Sentences from Nonparallel Corpora Using Parallel Hierarchical Attention Network","publication_year":2020,"publication_date":"2020-09-01","ids":{"openalex":"https://openalex.org/W3082882290","doi":"https://doi.org/10.1155/2020/8823906","mag":"3082882290","pmid":"https://pubmed.ncbi.nlm.nih.gov/32952544"},"language":"en","primary_location":{"id":"doi:10.1155/2020/8823906","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2020/8823906","pdf_url":"https://downloads.hindawi.com/journals/cin/2020/8823906.pdf","source":{"id":"https://openalex.org/S72372694","display_name":"Computational Intelligence and Neuroscience","issn_l":"1687-5265","issn":["1687-5265","1687-5273"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computational Intelligence and Neuroscience","raw_type":"journal-article"},"type":"review","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://downloads.hindawi.com/journals/cin/2020/8823906.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101939423","display_name":"Shaolin Zhu","orcid":"https://orcid.org/0000-0001-7948-4375"},"institutions":[{"id":"https://openalex.org/I23171815","display_name":"Zhengzhou University of Light Industry","ror":"https://ror.org/05fwr8z16","country_code":"CN","type":"education","lineage":["https://openalex.org/I23171815"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shaolin Zhu","raw_affiliation_strings":["Zhengzhou University of Light Industry, Zhengzhou 453000, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Zhengzhou University of Light Industry, Zhengzhou 453000, China","institution_ids":["https://openalex.org/I23171815"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029170581","display_name":"Yong Yang","orcid":"https://orcid.org/0000-0001-5247-9971"},"institutions":[{"id":"https://openalex.org/I1334729051","display_name":"Xinjiang Normal University","ror":"https://ror.org/00ndrvk93","country_code":"CN","type":"education","lineage":["https://openalex.org/I1334729051"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yong Yang","raw_affiliation_strings":["Xinjiang Normal University, Urmqi 830011, China"],"raw_orcid":"https://orcid.org/0000-0001-5247-9971","affiliations":[{"raw_affiliation_string":"Xinjiang Normal University, Urmqi 830011, China","institution_ids":["https://openalex.org/I1334729051"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5102924961","display_name":"Xu Chun","orcid":"https://orcid.org/0000-0002-8413-1934"},"institutions":[{"id":"https://openalex.org/I94047373","display_name":"Xinjiang University of Finance and Economics","ror":"https://ror.org/00fk31757","country_code":"CN","type":"education","lineage":["https://openalex.org/I94047373"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chun Xu","raw_affiliation_strings":["Xinjiang University of Finance and Economics, Urmqi 830011, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Xinjiang University of Finance and Economics, Urmqi 830011, China","institution_ids":["https://openalex.org/I94047373"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5029170581"],"corresponding_institution_ids":["https://openalex.org/I1334729051"],"apc_list":{"value":2100,"currency":"USD","value_usd":2100},"apc_paid":{"value":2100,"currency":"USD","value_usd":2100},"fwci":0.408,"has_fulltext":true,"cited_by_count":4,"citation_normalized_percentile":{"value":0.69955014,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":"2020","issue":null,"first_page":"1","last_page":"9"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10181","display_name":"Natural Language Processing Techniques","score":1.0,"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/T10181","display_name":"Natural Language Processing Techniques","score":1.0,"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/T10028","display_name":"Topic Modeling","score":0.9998000264167786,"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/T13629","display_name":"Text Readability and Simplification","score":0.9908000230789185,"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/computer-science","display_name":"Computer science","score":0.88376784324646},{"id":"https://openalex.org/keywords/parallel-corpora","display_name":"Parallel corpora","score":0.6604271531105042},{"id":"https://openalex.org/keywords/machine-translation","display_name":"Machine translation","score":0.6263223886489868},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.6256237030029297},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.598555326461792},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.5462262034416199},{"id":"https://openalex.org/keywords/german","display_name":"German","score":0.5387557148933411},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.4985668659210205},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.46448904275894165},{"id":"https://openalex.org/keywords/construct","display_name":"Construct (python library)","score":0.4427489638328552},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.32481804490089417},{"id":"https://openalex.org/keywords/linguistics","display_name":"Linguistics","score":0.13011974096298218}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.88376784324646},{"id":"https://openalex.org/C2985367798","wikidata":"https://www.wikidata.org/wiki/Q1346592","display_name":"Parallel corpora","level":3,"score":0.6604271531105042},{"id":"https://openalex.org/C203005215","wikidata":"https://www.wikidata.org/wiki/Q79798","display_name":"Machine translation","level":2,"score":0.6263223886489868},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.6256237030029297},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.598555326461792},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.5462262034416199},{"id":"https://openalex.org/C154775046","wikidata":"https://www.wikidata.org/wiki/Q188","display_name":"German","level":2,"score":0.5387557148933411},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.4985668659210205},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.46448904275894165},{"id":"https://openalex.org/C2780801425","wikidata":"https://www.wikidata.org/wiki/Q5164392","display_name":"Construct (python library)","level":2,"score":0.4427489638328552},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.32481804490089417},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.13011974096298218},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","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},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D007802","descriptor_name":"Language","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D007802","descriptor_name":"Language","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D007802","descriptor_name":"Language","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D009323","descriptor_name":"Natural Language Processing","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D009323","descriptor_name":"Natural Language Processing","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D009323","descriptor_name":"Natural Language Processing","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":4,"locations":[{"id":"doi:10.1155/2020/8823906","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2020/8823906","pdf_url":"https://downloads.hindawi.com/journals/cin/2020/8823906.pdf","source":{"id":"https://openalex.org/S72372694","display_name":"Computational Intelligence and Neuroscience","issn_l":"1687-5265","issn":["1687-5265","1687-5273"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computational Intelligence and Neuroscience","raw_type":"journal-article"},{"id":"pmid:32952544","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/32952544","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computational intelligence and neuroscience","raw_type":null},{"id":"pmh:oai:doaj.org/article:9f51ea59e91f4a219b048d2b9daa8079","is_oa":false,"landing_page_url":"https://doaj.org/article/9f51ea59e91f4a219b048d2b9daa8079","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Computational Intelligence and Neuroscience, Vol 2020 (2020)","raw_type":"article"},{"id":"pmh:oai:pubmedcentral.nih.gov:7482026","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/7482026","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Comput Intell Neurosci","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.1155/2020/8823906","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2020/8823906","pdf_url":"https://downloads.hindawi.com/journals/cin/2020/8823906.pdf","source":{"id":"https://openalex.org/S72372694","display_name":"Computational Intelligence and Neuroscience","issn_l":"1687-5265","issn":["1687-5265","1687-5273"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computational Intelligence and Neuroscience","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Quality Education","score":0.8700000047683716,"id":"https://metadata.un.org/sdg/4"}],"awards":[{"id":"https://openalex.org/G2344106617","display_name":null,"funder_award_id":"61975187","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4076007357","display_name":null,"funder_award_id":"XJEDU2017M027","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320321133","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3082882290.pdf","grobid_xml":"https://content.openalex.org/works/W3082882290.grobid-xml"},"referenced_works_count":2,"referenced_works":["https://openalex.org/W2107695330","https://openalex.org/W2609278920"],"related_works":["https://openalex.org/W2786253471","https://openalex.org/W2990400634","https://openalex.org/W3175595715","https://openalex.org/W4293584592","https://openalex.org/W2986030184","https://openalex.org/W2104907655","https://openalex.org/W4287212313","https://openalex.org/W3155572818","https://openalex.org/W2985215540","https://openalex.org/W2963357083"],"abstract_inverted_index":{"Collecting":[0],"parallel":[1,16,44,54,72,88,113],"sentences":[2,18,62,65],"from":[3],"nonparallel":[4],"data":[5],"is":[6],"a":[7,52,68],"long-standing":[8],"natural":[9],"language":[10],"processing":[11],"research":[12],"problem.":[13],"In":[14,74],"particular,":[15,75],"training":[17],"are":[19],"very":[20],"important":[21],"for":[22],"the":[23,101],"quality":[24],"of":[25,85,107],"machine":[26],"translation":[27],"systems.":[28],"While":[29],"many":[30],"existing":[31],"methods":[32],"have":[33],"shown":[34],"encouraging":[35],"results,":[36],"they":[37],"cannot":[38],"learn":[39,81],"various":[40],"alignment":[41,83],"weights":[42,84],"in":[43,87],"sentences.":[45,73,89],"To":[46],"address":[47],"this":[48],"issue,":[49],"we":[50],"propose":[51],"novel":[53],"hierarchical":[55],"attention":[56,77],"neural":[57],"network":[58],"which":[59],"encodes":[60],"monolingual":[61],"versus":[63],"bilingual":[64],"and":[66,104],"construct":[67],"classifier":[69],"to":[70],"extract":[71],"our":[76,94],"mechanism":[78],"structure":[79],"can":[80,96],"different":[82],"words":[86],"Experimental":[90],"results":[91],"show":[92],"that":[93],"model":[95],"obtain":[97],"state-of-the-art":[98],"performance":[99],"on":[100],"English-French,":[102],"English-German,":[103],"English-Chinese":[105],"dataset":[106],"BUCC":[108],"2017":[109],"shared":[110],"task":[111],"about":[112],"sentences'":[114],"extraction.":[115]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":2}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}
