{"id":"https://openalex.org/W3121049435","doi":"https://doi.org/10.18653/v1/2020.wmt-1.34","title":"Tencent Neural Machine Translation Systems for the WMT20 News Translation Task","display_name":"Tencent Neural Machine Translation Systems for the WMT20 News Translation Task","publication_year":2020,"publication_date":"2020-01-01","ids":{"openalex":"https://openalex.org/W3121049435","doi":"https://doi.org/10.18653/v1/2020.wmt-1.34","mag":"3121049435"},"language":"en","primary_location":{"id":"doi:10.18653/v1/2020.wmt-1.34","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/2020.wmt-1.34","pdf_url":"https://aclanthology.org/2020.wmt-1.34.pdf","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Fifth Conference on Machine Translation","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://aclanthology.org/2020.wmt-1.34.pdf","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5091839641","display_name":"Shuangzhi Wu","orcid":"https://orcid.org/0000-0002-6371-9720"},"institutions":[{"id":"https://openalex.org/I2250653659","display_name":"Tencent (China)","ror":"https://ror.org/00hhjss72","country_code":"CN","type":"company","lineage":["https://openalex.org/I2250653659"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shuangzhi Wu","raw_affiliation_strings":["Tencent AI Lab Tencent AI Lab SPPD of Tencent SPPD of Tencent Tencent AI Lab Tencent AI Lab SPPD of Tencent"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Tencent AI Lab Tencent AI Lab SPPD of Tencent SPPD of Tencent Tencent AI Lab Tencent AI Lab SPPD of Tencent","institution_ids":["https://openalex.org/I2250653659"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101443252","display_name":"Xing Wang","orcid":"https://orcid.org/0000-0002-0737-9653"},"institutions":[{"id":"https://openalex.org/I2250653659","display_name":"Tencent (China)","ror":"https://ror.org/00hhjss72","country_code":"CN","type":"company","lineage":["https://openalex.org/I2250653659"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xing Wang","raw_affiliation_strings":["Tencent AI Lab Tencent AI Lab SPPD of Tencent SPPD of Tencent Tencent AI Lab Tencent AI Lab SPPD of Tencent","Tencent (China), Shenzhen, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Tencent AI Lab Tencent AI Lab SPPD of Tencent SPPD of Tencent Tencent AI Lab Tencent AI Lab SPPD of Tencent","institution_ids":["https://openalex.org/I2250653659"]},{"raw_affiliation_string":"Tencent (China), Shenzhen, China","institution_ids":["https://openalex.org/I2250653659"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088191810","display_name":"Longyue Wang","orcid":"https://orcid.org/0000-0002-9062-6183"},"institutions":[{"id":"https://openalex.org/I2250653659","display_name":"Tencent (China)","ror":"https://ror.org/00hhjss72","country_code":"CN","type":"company","lineage":["https://openalex.org/I2250653659"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Longyue Wang","raw_affiliation_strings":["Tencent AI Lab Tencent AI Lab SPPD of Tencent SPPD of Tencent Tencent AI Lab Tencent AI Lab SPPD of Tencent","Tencent (China), Shenzhen, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Tencent AI Lab Tencent AI Lab SPPD of Tencent SPPD of Tencent Tencent AI Lab Tencent AI Lab SPPD of Tencent","institution_ids":["https://openalex.org/I2250653659"]},{"raw_affiliation_string":"Tencent (China), Shenzhen, China","institution_ids":["https://openalex.org/I2250653659"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057045423","display_name":"Fangxu Liu","orcid":null},"institutions":[{"id":"https://openalex.org/I2250653659","display_name":"Tencent (China)","ror":"https://ror.org/00hhjss72","country_code":"CN","type":"company","lineage":["https://openalex.org/I2250653659"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Fangxu Liu","raw_affiliation_strings":["Tencent AI Lab Tencent AI Lab SPPD of Tencent SPPD of Tencent Tencent AI Lab Tencent AI Lab SPPD of Tencent"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Tencent AI Lab Tencent AI Lab SPPD of Tencent SPPD of Tencent Tencent AI Lab Tencent AI Lab SPPD of Tencent","institution_ids":["https://openalex.org/I2250653659"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101791703","display_name":"Jun Xie","orcid":"https://orcid.org/0000-0003-0955-9970"},"institutions":[{"id":"https://openalex.org/I2250653659","display_name":"Tencent (China)","ror":"https://ror.org/00hhjss72","country_code":"CN","type":"company","lineage":["https://openalex.org/I2250653659"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jun Xie","raw_affiliation_strings":["Tencent AI Lab Tencent AI Lab SPPD of Tencent SPPD of Tencent Tencent AI Lab Tencent AI Lab SPPD of Tencent","Tencent (China), Shenzhen, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Tencent AI Lab Tencent AI Lab SPPD of Tencent SPPD of Tencent Tencent AI Lab Tencent AI Lab SPPD of Tencent","institution_ids":["https://openalex.org/I2250653659"]},{"raw_affiliation_string":"Tencent (China), Shenzhen, China","institution_ids":["https://openalex.org/I2250653659"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110579339","display_name":"Zhaopeng Tu","orcid":"https://orcid.org/0000-0002-7900-6055"},"institutions":[{"id":"https://openalex.org/I2250653659","display_name":"Tencent (China)","ror":"https://ror.org/00hhjss72","country_code":"CN","type":"company","lineage":["https://openalex.org/I2250653659"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhaopeng Tu","raw_affiliation_strings":["Tencent AI Lab Tencent AI Lab SPPD of Tencent SPPD of Tencent Tencent AI Lab Tencent AI Lab SPPD of Tencent","Tencent (China), Shenzhen, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Tencent AI Lab Tencent AI Lab SPPD of Tencent SPPD of Tencent Tencent AI Lab Tencent AI Lab SPPD of Tencent","institution_ids":["https://openalex.org/I2250653659"]},{"raw_affiliation_string":"Tencent (China), Shenzhen, China","institution_ids":["https://openalex.org/I2250653659"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087920747","display_name":"Shuming Shi","orcid":"https://orcid.org/0000-0001-7018-0682"},"institutions":[{"id":"https://openalex.org/I2250653659","display_name":"Tencent (China)","ror":"https://ror.org/00hhjss72","country_code":"CN","type":"company","lineage":["https://openalex.org/I2250653659"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shuming Shi","raw_affiliation_strings":["Tencent AI Lab Tencent AI Lab SPPD of Tencent SPPD of Tencent Tencent AI Lab Tencent AI Lab SPPD of Tencent","Tencent (China), Shenzhen, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Tencent AI Lab Tencent AI Lab SPPD of Tencent SPPD of Tencent Tencent AI Lab Tencent AI Lab SPPD of Tencent","institution_ids":["https://openalex.org/I2250653659"]},{"raw_affiliation_string":"Tencent (China), Shenzhen, China","institution_ids":["https://openalex.org/I2250653659"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100399466","display_name":"Mu Li","orcid":"https://orcid.org/0000-0002-7327-3304"},"institutions":[{"id":"https://openalex.org/I2250653659","display_name":"Tencent (China)","ror":"https://ror.org/00hhjss72","country_code":"CN","type":"company","lineage":["https://openalex.org/I2250653659"]},{"id":"https://openalex.org/I91136226","display_name":"University of Sheffield","ror":"https://ror.org/05krs5044","country_code":"GB","type":"education","lineage":["https://openalex.org/I91136226"]}],"countries":["CN","GB"],"is_corresponding":false,"raw_author_name":"Mu Li","raw_affiliation_strings":["Tencent AI Lab Tencent AI Lab SPPD of Tencent SPPD of Tencent Tencent AI Lab Tencent AI Lab SPPD of Tencent","University of Sheffield, Sheffield, United Kingdom"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Tencent AI Lab Tencent AI Lab SPPD of Tencent SPPD of Tencent Tencent AI Lab Tencent AI Lab SPPD of Tencent","institution_ids":["https://openalex.org/I2250653659"]},{"raw_affiliation_string":"University of Sheffield, Sheffield, United Kingdom","institution_ids":["https://openalex.org/I91136226"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":true,"cited_by_count":21,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"313","last_page":"319"},"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":0.9993000030517578,"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":0.9860000014305115,"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/machine-translation","display_name":"Machine translation","score":0.8832008838653564},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8591392636299133},{"id":"https://openalex.org/keywords/transformer","display_name":"Transformer","score":0.7388405799865723},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6600112318992615},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.6350542306900024},{"id":"https://openalex.org/keywords/evaluation-of-machine-translation","display_name":"Evaluation of machine translation","score":0.6195847988128662},{"id":"https://openalex.org/keywords/machine-translation-system","display_name":"Machine translation system","score":0.6190276145935059},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.608528196811676},{"id":"https://openalex.org/keywords/german","display_name":"German","score":0.5260543823242188},{"id":"https://openalex.org/keywords/translation","display_name":"Translation (biology)","score":0.5132122039794922},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.41792139410972595},{"id":"https://openalex.org/keywords/example-based-machine-translation","display_name":"Example-based machine translation","score":0.39467909932136536},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3699243664741516},{"id":"https://openalex.org/keywords/machine-translation-software-usability","display_name":"Machine translation software usability","score":0.2691081464290619},{"id":"https://openalex.org/keywords/voltage","display_name":"Voltage","score":0.07801195979118347}],"concepts":[{"id":"https://openalex.org/C203005215","wikidata":"https://www.wikidata.org/wiki/Q79798","display_name":"Machine translation","level":2,"score":0.8832008838653564},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8591392636299133},{"id":"https://openalex.org/C66322947","wikidata":"https://www.wikidata.org/wiki/Q11658","display_name":"Transformer","level":3,"score":0.7388405799865723},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6600112318992615},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.6350542306900024},{"id":"https://openalex.org/C135784402","wikidata":"https://www.wikidata.org/wiki/Q6958279","display_name":"Evaluation of machine translation","level":5,"score":0.6195847988128662},{"id":"https://openalex.org/C2986258472","wikidata":"https://www.wikidata.org/wiki/Q79798","display_name":"Machine translation system","level":3,"score":0.6190276145935059},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.608528196811676},{"id":"https://openalex.org/C154775046","wikidata":"https://www.wikidata.org/wiki/Q188","display_name":"German","level":2,"score":0.5260543823242188},{"id":"https://openalex.org/C149364088","wikidata":"https://www.wikidata.org/wiki/Q185917","display_name":"Translation (biology)","level":4,"score":0.5132122039794922},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.41792139410972595},{"id":"https://openalex.org/C24687705","wikidata":"https://www.wikidata.org/wiki/Q3753284","display_name":"Example-based machine translation","level":3,"score":0.39467909932136536},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3699243664741516},{"id":"https://openalex.org/C148526163","wikidata":"https://www.wikidata.org/wiki/Q6723733","display_name":"Machine translation software usability","level":4,"score":0.2691081464290619},{"id":"https://openalex.org/C165801399","wikidata":"https://www.wikidata.org/wiki/Q25428","display_name":"Voltage","level":2,"score":0.07801195979118347},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"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/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"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/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","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/C95457728","wikidata":"https://www.wikidata.org/wiki/Q309","display_name":"History","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","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}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.18653/v1/2020.wmt-1.34","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/2020.wmt-1.34","pdf_url":"https://aclanthology.org/2020.wmt-1.34.pdf","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Fifth Conference on Machine Translation","raw_type":"proceedings-article"},{"id":"mag:3121049435","is_oa":false,"landing_page_url":"https://www.aclweb.org/anthology/2020.wmt-1.34.pdf","pdf_url":null,"source":{"id":"https://openalex.org/S4306418267","display_name":"Empirical Methods in Natural Language Processing","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":"conference"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":"Empirical Methods in Natural Language Processing","raw_type":null}],"best_oa_location":{"id":"doi:10.18653/v1/2020.wmt-1.34","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/2020.wmt-1.34","pdf_url":"https://aclanthology.org/2020.wmt-1.34.pdf","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Fifth Conference on Machine Translation","raw_type":"proceedings-article"},"sustainable_development_goals":[{"score":0.5400000214576721,"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education"}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3121049435.pdf","grobid_xml":"https://content.openalex.org/works/W3121049435.grobid-xml"},"referenced_works_count":20,"referenced_works":["https://openalex.org/W2886776719","https://openalex.org/W2889326796","https://openalex.org/W2902081112","https://openalex.org/W2902510077","https://openalex.org/W2933138175","https://openalex.org/W2962784628","https://openalex.org/W2962931466","https://openalex.org/W2963109507","https://openalex.org/W2963216553","https://openalex.org/W2963403868","https://openalex.org/W2963411763","https://openalex.org/W2963542740","https://openalex.org/W2963602293","https://openalex.org/W2970015022","https://openalex.org/W2970423066","https://openalex.org/W2970694516","https://openalex.org/W2970947975","https://openalex.org/W2995720879","https://openalex.org/W2998435746","https://openalex.org/W3118680649"],"related_works":["https://openalex.org/W2963403868","https://openalex.org/W2963216553","https://openalex.org/W2962784628","https://openalex.org/W2933138175","https://openalex.org/W3120459995","https://openalex.org/W3118643801","https://openalex.org/W2902006035","https://openalex.org/W2902292292","https://openalex.org/W2117051955","https://openalex.org/W2960002028","https://openalex.org/W2101105183","https://openalex.org/W2757413836","https://openalex.org/W2964534535","https://openalex.org/W2951973027","https://openalex.org/W2902713373","https://openalex.org/W1500152046","https://openalex.org/W3120545354","https://openalex.org/W3202184729","https://openalex.org/W2252154714","https://openalex.org/W3119071063"],"abstract_inverted_index":{"This":[0],"paper":[1],"describes":[2],"Tencent":[3],"Neural":[4],"MachineTranslation":[5],"systems":[6,29],"for":[7],"the":[8,16,68,73,83],"WMT":[9],"2020":[10],"news":[11,18],"translation":[12,19,69],"tasks.We":[13],"participate":[14],"in":[15],"shared":[17],"task":[20],"on":[21,32,72,89],"English":[22,25,91],"Chinese":[23,90],"and":[24,35,56,82],"German":[26],"language":[27],"pairs.Our":[28],"are":[30],"built":[31],"deep":[33],"Transformer":[34],"several":[36],"data":[37],"augmentation":[38],"methods.We":[39],"propose":[40,58],"a":[41,77],"boosted":[42],"in-domain":[43],"finetuning":[44],"method":[45,63],"to":[46,52],"improve":[47,67],"single":[48,54],"models.Ensemble":[49],"is":[50],"used":[51],"combine":[53],"models":[55],"we":[57],"an":[59],"iterative":[60],"transductive":[61],"ensemble":[62,74],"which":[64],"can":[65],"further":[66],"performance":[70],"based":[71],"results.We":[75],"achieve":[76],"BLEU":[78],"score":[79,86],"of":[80,87],"36.8":[81],"highest":[84],"chrF":[85],"0.648":[88],"task.":[92]},"counts_by_year":[{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":6},{"year":2021,"cited_by_count":10},{"year":2020,"cited_by_count":3}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2021-01-18T00:00:00"}