{"id":"https://openalex.org/W2803258077","doi":"https://doi.org/10.24963/ijcai.2018/641","title":"Phrase Table as Recommendation Memory for Neural Machine Translation","display_name":"Phrase Table as Recommendation Memory for Neural Machine Translation","publication_year":2018,"publication_date":"2018-07-01","ids":{"openalex":"https://openalex.org/W2803258077","doi":"https://doi.org/10.24963/ijcai.2018/641","mag":"2803258077"},"language":"en","primary_location":{"id":"doi:10.24963/ijcai.2018/641","is_oa":true,"landing_page_url":"https://doi.org/10.24963/ijcai.2018/641","pdf_url":"https://www.ijcai.org/proceedings/2018/0641.pdf","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.ijcai.org/proceedings/2018/0641.pdf","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101992618","display_name":"Yang Zhao","orcid":"https://orcid.org/0000-0003-1028-3406"},"institutions":[{"id":"https://openalex.org/I4210094879","display_name":"Shandong Institute of Automation","ror":"https://ror.org/00qdtba35","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210094879","https://openalex.org/I4210142748"]},{"id":"https://openalex.org/I4210165038","display_name":"University of Chinese Academy of Sciences","ror":"https://ror.org/05qbk4x57","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165038"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yang Zhao","raw_affiliation_strings":["National Laboratory of Pattern Recognition, Institute of Automation, CAS, Beijing, China","University of Chinese Academy of Sciences, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Laboratory of Pattern Recognition, Institute of Automation, CAS, Beijing, China","institution_ids":["https://openalex.org/I4210094879"]},{"raw_affiliation_string":"University of Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210165038"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100424577","display_name":"Yining Wang","orcid":"https://orcid.org/0000-0001-9410-0392"},"institutions":[{"id":"https://openalex.org/I4210094879","display_name":"Shandong Institute of Automation","ror":"https://ror.org/00qdtba35","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210094879","https://openalex.org/I4210142748"]},{"id":"https://openalex.org/I4210165038","display_name":"University of Chinese Academy of Sciences","ror":"https://ror.org/05qbk4x57","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165038"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yining Wang","raw_affiliation_strings":["National Laboratory of Pattern Recognition, Institute of Automation, CAS, Beijing, China","University of Chinese Academy of Sciences, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Laboratory of Pattern Recognition, Institute of Automation, CAS, Beijing, China","institution_ids":["https://openalex.org/I4210094879"]},{"raw_affiliation_string":"University of Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210165038"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100319572","display_name":"Jiajun Zhang","orcid":"https://orcid.org/0000-0001-5293-7434"},"institutions":[{"id":"https://openalex.org/I4210094879","display_name":"Shandong Institute of Automation","ror":"https://ror.org/00qdtba35","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210094879","https://openalex.org/I4210142748"]},{"id":"https://openalex.org/I4210165038","display_name":"University of Chinese Academy of Sciences","ror":"https://ror.org/05qbk4x57","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165038"]},{"id":"https://openalex.org/I4210165198","display_name":"Beijing Advanced Sciences and Innovation Center","ror":"https://ror.org/05qm21180","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165198"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiajun Zhang","raw_affiliation_strings":["Beijing Advanced Innovation Center for Language Resources, Beijing, China","National Laboratory of Pattern Recognition, Institute of Automation, CAS, Beijing, China","University of Chinese Academy of Sciences, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Beijing Advanced Innovation Center for Language Resources, Beijing, China","institution_ids":["https://openalex.org/I4210165198"]},{"raw_affiliation_string":"National Laboratory of Pattern Recognition, Institute of Automation, CAS, Beijing, China","institution_ids":["https://openalex.org/I4210094879"]},{"raw_affiliation_string":"University of Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210165038"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5015785439","display_name":"Chengqing Zong","orcid":"https://orcid.org/0000-0002-9864-3818"},"institutions":[{"id":"https://openalex.org/I4210094879","display_name":"Shandong Institute of Automation","ror":"https://ror.org/00qdtba35","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210094879","https://openalex.org/I4210142748"]},{"id":"https://openalex.org/I4210097554","display_name":"Center for Excellence in Brain Science and Intelligence Technology","ror":"https://ror.org/00vpwhm04","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210097554"]},{"id":"https://openalex.org/I4210165038","display_name":"University of Chinese Academy of Sciences","ror":"https://ror.org/05qbk4x57","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165038"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chengqing Zong","raw_affiliation_strings":["CAS Center for Excellence in Brain Science and Intelligence Technology, Beijing, China","National Laboratory of Pattern Recognition, Institute of Automation, CAS, Beijing, China","University of Chinese Academy of Sciences, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CAS Center for Excellence in Brain Science and Intelligence Technology, Beijing, China","institution_ids":["https://openalex.org/I4210097554"]},{"raw_affiliation_string":"National Laboratory of Pattern Recognition, Institute of Automation, CAS, Beijing, China","institution_ids":["https://openalex.org/I4210094879"]},{"raw_affiliation_string":"University of Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210165038"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":32,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"4609","last_page":"4615"},"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/T11714","display_name":"Multimodal Machine Learning Applications","score":0.9941999912261963,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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":0.8415080308914185},{"id":"https://openalex.org/keywords/phrase","display_name":"Phrase","score":0.8379342555999756},{"id":"https://openalex.org/keywords/machine-translation","display_name":"Machine translation","score":0.7674301862716675},{"id":"https://openalex.org/keywords/sentence","display_name":"Sentence","score":0.6427482962608337},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6424359679222107},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.6355359554290771},{"id":"https://openalex.org/keywords/word","display_name":"Word (group theory)","score":0.6155372858047485},{"id":"https://openalex.org/keywords/translation","display_name":"Translation (biology)","score":0.5893616676330566},{"id":"https://openalex.org/keywords/table","display_name":"Table (database)","score":0.5411938428878784},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5029916167259216},{"id":"https://openalex.org/keywords/example-based-machine-translation","display_name":"Example-based machine translation","score":0.4672028720378876},{"id":"https://openalex.org/keywords/transfer-based-machine-translation","display_name":"Transfer-based machine translation","score":0.458989679813385},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.3790016770362854},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.13595235347747803},{"id":"https://openalex.org/keywords/linguistics","display_name":"Linguistics","score":0.06862330436706543}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8415080308914185},{"id":"https://openalex.org/C2776224158","wikidata":"https://www.wikidata.org/wiki/Q187931","display_name":"Phrase","level":2,"score":0.8379342555999756},{"id":"https://openalex.org/C203005215","wikidata":"https://www.wikidata.org/wiki/Q79798","display_name":"Machine translation","level":2,"score":0.7674301862716675},{"id":"https://openalex.org/C2777530160","wikidata":"https://www.wikidata.org/wiki/Q41796","display_name":"Sentence","level":2,"score":0.6427482962608337},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6424359679222107},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.6355359554290771},{"id":"https://openalex.org/C90805587","wikidata":"https://www.wikidata.org/wiki/Q10944557","display_name":"Word (group theory)","level":2,"score":0.6155372858047485},{"id":"https://openalex.org/C149364088","wikidata":"https://www.wikidata.org/wiki/Q185917","display_name":"Translation (biology)","level":4,"score":0.5893616676330566},{"id":"https://openalex.org/C45235069","wikidata":"https://www.wikidata.org/wiki/Q278425","display_name":"Table (database)","level":2,"score":0.5411938428878784},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5029916167259216},{"id":"https://openalex.org/C24687705","wikidata":"https://www.wikidata.org/wiki/Q3753284","display_name":"Example-based machine translation","level":3,"score":0.4672028720378876},{"id":"https://openalex.org/C130597682","wikidata":"https://www.wikidata.org/wiki/Q6961922","display_name":"Transfer-based machine translation","level":4,"score":0.458989679813385},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.3790016770362854},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.13595235347747803},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.06862330436706543},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C105580179","wikidata":"https://www.wikidata.org/wiki/Q188928","display_name":"Messenger RNA","level":3,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","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},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.24963/ijcai.2018/641","is_oa":true,"landing_page_url":"https://doi.org/10.24963/ijcai.2018/641","pdf_url":"https://www.ijcai.org/proceedings/2018/0641.pdf","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.24963/ijcai.2018/641","is_oa":true,"landing_page_url":"https://doi.org/10.24963/ijcai.2018/641","pdf_url":"https://www.ijcai.org/proceedings/2018/0641.pdf","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence","raw_type":"proceedings-article"},"sustainable_development_goals":[{"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4","score":0.8100000023841858}],"awards":[{"id":"https://openalex.org/G2204133011","display_name":"\u6c49\u8bed\u591a\u5c42\u6b21\u8bed\u7bc7\u5206\u6790\u7406\u8bba\u65b9\u6cd5\u7814\u7a76\u4e0e\u5e94\u7528","funder_award_id":"61333018","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6753692345","display_name":null,"funder_award_id":"61673380","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/F4320335777","display_name":"National Key Research and Development Program of China","ror":null}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2803258077.pdf","grobid_xml":"https://content.openalex.org/works/W2803258077.grobid-xml"},"referenced_works_count":25,"referenced_works":["https://openalex.org/W1902237438","https://openalex.org/W1910131649","https://openalex.org/W2130942839","https://openalex.org/W2133564696","https://openalex.org/W2291126447","https://openalex.org/W2361821140","https://openalex.org/W2407166119","https://openalex.org/W2413436069","https://openalex.org/W2527845440","https://openalex.org/W2539201987","https://openalex.org/W2542860122","https://openalex.org/W2566564022","https://openalex.org/W2577335011","https://openalex.org/W2595715041","https://openalex.org/W2613904329","https://openalex.org/W2766730959","https://openalex.org/W2962700074","https://openalex.org/W2962708992","https://openalex.org/W2962834107","https://openalex.org/W2962945603","https://openalex.org/W2963551569","https://openalex.org/W2963598809","https://openalex.org/W2963792777","https://openalex.org/W2964334713","https://openalex.org/W4385245566"],"related_works":["https://openalex.org/W193726211","https://openalex.org/W2566847733","https://openalex.org/W1559710535","https://openalex.org/W2010336863","https://openalex.org/W2962780935","https://openalex.org/W3204448004","https://openalex.org/W2532807140","https://openalex.org/W4378619223","https://openalex.org/W2027317339","https://openalex.org/W2384400852"],"abstract_inverted_index":{"Neural":[0],"Machine":[1],"Translation":[2],"(NMT)":[3],"has":[4],"drawn":[5],"much":[6],"attention":[7,124,156],"due":[8],"to":[9,34,50,53,72,86,137],"its":[10],"promising":[11],"translation":[12,83,128,140],"performance":[13],"recently.":[14],"However,":[15],"several":[16],"studies":[17],"indicate":[18],"that":[19,59,146],"NMT":[20,60,136],"often":[21],"generates":[22],"fluent":[23],"but":[24],"unfaithful":[25],"translations.":[26],"In":[27],"this":[28,36,132],"paper,":[29],"we":[30,66,90,111],"propose":[31],"a":[32,40,69,92],"method":[33],"alleviate":[35],"problem":[37],"by":[38,79,96,107,121],"using":[39,122],"phrase":[41,82,127],"table":[42,84],"as":[43],"recommendation":[44,93],"memory.":[45],"The":[46,142],"main":[47],"idea":[48],"is":[49],"add":[51],"bonus":[52,115,133],"words":[54,106],"worthy":[55],"of":[56],"recommendation,":[57],"so":[58],"can":[61],"make":[62],"correct":[63],"predictions.":[64],"Specifically,":[65],"first":[67],"derive":[68],"prefix":[70],"tree":[71],"accommodate":[73],"all":[74],"the":[75,81,87,113,123,139,147,154],"candidate":[76,99],"target":[77,100,105],"phrases":[78,101],"searching":[80],"according":[85],"source":[88],"sentence.Then,":[89],"construct":[91],"word":[94,120],"set":[95],"matching":[97],"between":[98],"and":[102,126],"previously":[103],"translated":[104],"NMT.":[108,158],"After":[109],"that,":[110],"determine":[112],"specific":[114],"value":[116,134],"for":[117],"each":[118],"recommendable":[119],"vector":[125],"probability.":[129],"Finally,we":[130],"integrate":[131],"into":[135],"improve":[138],"results.":[141],"extensive":[143],"experiments":[144],"demonstrate":[145],"proposed":[148],"methods":[149],"obtain":[150],"remarkable":[151],"improvements":[152],"over":[153],"strong":[155],"based":[157]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":6},{"year":2020,"cited_by_count":10},{"year":2019,"cited_by_count":4},{"year":2018,"cited_by_count":3}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
