{"id":"https://openalex.org/W2400065810","doi":"https://doi.org/10.18653/v1/w16-2316","title":"The AMU-UEDIN Submission to the WMT16 News Translation Task: Attention-based NMT Models as Feature Functions in Phrase-based SMT","display_name":"The AMU-UEDIN Submission to the WMT16 News Translation Task: Attention-based NMT Models as Feature Functions in Phrase-based SMT","publication_year":2016,"publication_date":"2016-01-01","ids":{"openalex":"https://openalex.org/W2400065810","doi":"https://doi.org/10.18653/v1/w16-2316","mag":"2400065810"},"language":"en","primary_location":{"id":"doi:10.18653/v1/w16-2316","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/w16-2316","pdf_url":"https://www.aclweb.org/anthology/W16-2316.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 First Conference on Machine Translation: Volume 2,\n          Shared Task Papers","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.aclweb.org/anthology/W16-2316.pdf","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5065193578","display_name":"Marcin Junczys-Dowmunt","orcid":null},"institutions":[{"id":"https://openalex.org/I59411706","display_name":"Adam Mickiewicz University in Pozna\u0144","ror":"https://ror.org/04g6bbq64","country_code":"PL","type":"education","lineage":["https://openalex.org/I59411706"]},{"id":"https://openalex.org/I98677209","display_name":"University of Edinburgh","ror":"https://ror.org/01nrxwf90","country_code":"GB","type":"education","lineage":["https://openalex.org/I98677209"]}],"countries":["GB","PL"],"is_corresponding":true,"raw_author_name":"Marcin Junczys-Dowmunt","raw_affiliation_strings":["Faculty of Mathematics and Computer Science, Adam Mickiewicz University in Pozna","School of Informatics, University of Edinburgh","Faculty of Mathematics and Computer Science, Adam Mickiewicz University in Pozna\u0144"],"affiliations":[{"raw_affiliation_string":"Faculty of Mathematics and Computer Science, Adam Mickiewicz University in Pozna","institution_ids":["https://openalex.org/I59411706"]},{"raw_affiliation_string":"School of Informatics, University of Edinburgh","institution_ids":["https://openalex.org/I98677209"]},{"raw_affiliation_string":"Faculty of Mathematics and Computer Science, Adam Mickiewicz University in Pozna\u0144","institution_ids":["https://openalex.org/I59411706"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079253389","display_name":"Tomasz Dwojak","orcid":"https://orcid.org/0000-0002-2738-9795"},"institutions":[{"id":"https://openalex.org/I59411706","display_name":"Adam Mickiewicz University in Pozna\u0144","ror":"https://ror.org/04g6bbq64","country_code":"PL","type":"education","lineage":["https://openalex.org/I59411706"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Tomasz Dwojak","raw_affiliation_strings":["Faculty of Mathematics and Computer Science, Adam Mickiewicz University in Pozna","Faculty of Mathematics and Computer Science, Adam Mickiewicz University in Pozna\u0144"],"affiliations":[{"raw_affiliation_string":"Faculty of Mathematics and Computer Science, Adam Mickiewicz University in Pozna","institution_ids":["https://openalex.org/I59411706"]},{"raw_affiliation_string":"Faculty of Mathematics and Computer Science, Adam Mickiewicz University in Pozna\u0144","institution_ids":["https://openalex.org/I59411706"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5005771535","display_name":"Rico Sennrich","orcid":"https://orcid.org/0000-0002-1438-4741"},"institutions":[{"id":"https://openalex.org/I98677209","display_name":"University of Edinburgh","ror":"https://ror.org/01nrxwf90","country_code":"GB","type":"education","lineage":["https://openalex.org/I98677209"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Rico Sennrich","raw_affiliation_strings":["School of Informatics, University of Edinburgh"],"affiliations":[{"raw_affiliation_string":"School of Informatics, University of Edinburgh","institution_ids":["https://openalex.org/I98677209"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5065193578"],"corresponding_institution_ids":["https://openalex.org/I59411706","https://openalex.org/I98677209"],"apc_list":null,"apc_paid":null,"fwci":18.9939,"has_fulltext":true,"cited_by_count":56,"citation_normalized_percentile":{"value":0.99221663,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"319","last_page":"325"},"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":0.9998999834060669,"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":0.9966999888420105,"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/phrase","display_name":"Phrase","score":0.8901002407073975},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8816388845443726},{"id":"https://openalex.org/keywords/bleu","display_name":"BLEU","score":0.8304896950721741},{"id":"https://openalex.org/keywords/machine-translation","display_name":"Machine translation","score":0.8043441772460938},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.7183846831321716},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.6822343468666077},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6707181930541992},{"id":"https://openalex.org/keywords/translation","display_name":"Translation (biology)","score":0.655382513999939},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.6032319664955139},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.39323166012763977},{"id":"https://openalex.org/keywords/linguistics","display_name":"Linguistics","score":0.09051680564880371}],"concepts":[{"id":"https://openalex.org/C2776224158","wikidata":"https://www.wikidata.org/wiki/Q187931","display_name":"Phrase","level":2,"score":0.8901002407073975},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8816388845443726},{"id":"https://openalex.org/C622187","wikidata":"https://www.wikidata.org/wiki/Q3500773","display_name":"BLEU","level":3,"score":0.8304896950721741},{"id":"https://openalex.org/C203005215","wikidata":"https://www.wikidata.org/wiki/Q79798","display_name":"Machine translation","level":2,"score":0.8043441772460938},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.7183846831321716},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.6822343468666077},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6707181930541992},{"id":"https://openalex.org/C149364088","wikidata":"https://www.wikidata.org/wiki/Q185917","display_name":"Translation (biology)","level":4,"score":0.655382513999939},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.6032319664955139},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.39323166012763977},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.09051680564880371},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","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/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/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.18653/v1/w16-2316","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/w16-2316","pdf_url":"https://www.aclweb.org/anthology/W16-2316.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 First Conference on Machine Translation: Volume 2,\n          Shared Task Papers","raw_type":"proceedings-article"},{"id":"pmh:oai:pure.ed.ac.uk:publications/a99f1692-2348-455a-9e7f-79039bedef1c","is_oa":false,"landing_page_url":"https://www.research.ed.ac.uk/en/publications/a99f1692-2348-455a-9e7f-79039bedef1c","pdf_url":null,"source":{"id":"https://openalex.org/S4406922455","display_name":"Edinburgh Research Explorer","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":"","raw_type":""}],"best_oa_location":{"id":"doi:10.18653/v1/w16-2316","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/w16-2316","pdf_url":"https://www.aclweb.org/anthology/W16-2316.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 First Conference on Machine Translation: Volume 2,\n          Shared Task Papers","raw_type":"proceedings-article"},"sustainable_development_goals":[{"display_name":"Quality Education","score":0.4699999988079071,"id":"https://metadata.un.org/sdg/4"}],"awards":[{"id":"https://openalex.org/G3832005858","display_name":"Translation for Massive Open Online Courses","funder_award_id":"644333","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G4956428346","display_name":null,"funder_award_id":"Horizon 2020 research and innovatio","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G5036817778","display_name":null,"funder_award_id":"European Union's Horizon 2020 research and innov","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G5399556803","display_name":null,"funder_award_id":"This project has received funding from the Europea","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G7216478277","display_name":"Scalable Understanding of Multilingual Media","funder_award_id":"688139","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G7842005466","display_name":null,"funder_award_id":"Horizon 2020","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G8633428685","display_name":null,"funder_award_id":"European Union's Horizon 2020 research and innovat","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"}],"funders":[{"id":"https://openalex.org/F4320320300","display_name":"European Commission","ror":"https://ror.org/00k4n6c32"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2400065810.pdf","grobid_xml":"https://content.openalex.org/works/W2400065810.grobid-xml"},"referenced_works_count":18,"referenced_works":["https://openalex.org/W6908809","https://openalex.org/W1614298861","https://openalex.org/W1815076433","https://openalex.org/W1916559533","https://openalex.org/W2107440414","https://openalex.org/W2119202242","https://openalex.org/W2124807415","https://openalex.org/W2133564696","https://openalex.org/W2141440284","https://openalex.org/W2159755860","https://openalex.org/W2251771687","https://openalex.org/W2284660317","https://openalex.org/W2595715041","https://openalex.org/W2962784628","https://openalex.org/W2962801832","https://openalex.org/W2963216553","https://openalex.org/W2964308564","https://openalex.org/W3211848854"],"related_works":["https://openalex.org/W2099607809","https://openalex.org/W2518299649","https://openalex.org/W2395641992","https://openalex.org/W2807475932","https://openalex.org/W3021126373","https://openalex.org/W2384400852","https://openalex.org/W1915251500","https://openalex.org/W4280571180","https://openalex.org/W3066373881","https://openalex.org/W4297922883"],"abstract_inverted_index":{"This":[0],"paper":[1],"describes":[2],"the":[3,7,45,62,67,72,78,83,106],"AMU-UEDIN":[4],"submissions":[5],"to":[6],"WMT":[8],"2016":[9],"shared":[10],"task":[11],"on":[12],"news":[13],"translation.":[14,30],"We":[15],"explore":[16],"methods":[17],"of":[18,21,52],"decode-time":[19],"integration":[20],"attention-based":[22],"neural":[23,48,69,86],"translation":[24],"models":[25,49],"with":[26,66],"phrase-based":[27,95],"statistical":[28],"machine":[29],"Efficient":[31],"batch-algorithms":[32],"for":[33],"GPU-querying":[34],"are":[35],"proposed":[36],"and":[37,92],"implemented.":[38],"For":[39,71],"English-Russian,":[40],"our":[41,75,93],"system":[42,87,104,109],"stays":[43],"behind":[44],"state-of-the-art":[46],"pure":[47,68,85],"in":[50,61,110],"terms":[51],"BLEU.":[53,99,123],"Among":[54],"restricted":[55,108],"systems,":[56],"manual":[57,101],"evaluation":[58],"places":[59],"it":[60],"first":[63],"cluster":[64],"tied":[65],"model.":[70],"Russian-English":[73],"task,":[74],"submission":[76],"achieves":[77],"top":[79],"BLEU":[80,90],"result,":[81],"outperforming":[82],"best":[84,107],"by":[88,97,120],"1.1":[89],"points":[91],"own":[94,112],"baseline":[96],"1.6":[98],"After":[100],"evaluation,":[102],"this":[103],"is":[105],"its":[111],"cluster.":[113],"In":[114],"follow-up":[115],"experiments":[116],"we":[117],"improve":[118],"results":[119],"additional":[121],"0.8":[122]},"counts_by_year":[{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":8},{"year":2019,"cited_by_count":10},{"year":2018,"cited_by_count":14},{"year":2017,"cited_by_count":14},{"year":2016,"cited_by_count":5}],"updated_date":"2026-04-21T08:09:41.155169","created_date":"2025-10-10T00:00:00"}
