{"id":"https://openalex.org/W2739754707","doi":"https://doi.org/10.18653/v1/w17-4756","title":"A Shared Task on Bandit Learning for Machine Translation","display_name":"A Shared Task on Bandit Learning for Machine Translation","publication_year":2017,"publication_date":"2017-01-01","ids":{"openalex":"https://openalex.org/W2739754707","doi":"https://doi.org/10.18653/v1/w17-4756","mag":"2739754707"},"language":"en","primary_location":{"id":"doi:10.18653/v1/w17-4756","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/w17-4756","pdf_url":"https://www.aclweb.org/anthology/W17-4756.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 Second Conference on Machine Translation","raw_type":"proceedings-article"},"type":"preprint","indexed_in":["arxiv","crossref","datacite"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.aclweb.org/anthology/W17-4756.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5081885843","display_name":"Artem Sokolov","orcid":"https://orcid.org/0000-0002-8056-0504"},"institutions":[{"id":"https://openalex.org/I223822909","display_name":"Heidelberg University","ror":"https://ror.org/038t36y30","country_code":"DE","type":"education","lineage":["https://openalex.org/I223822909"]},{"id":"https://openalex.org/I4210089985","display_name":"Amazon (Germany)","ror":"https://ror.org/00b9ktm87","country_code":"DE","type":"company","lineage":["https://openalex.org/I1311688040","https://openalex.org/I4210089985"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Artem Sokolov","raw_affiliation_strings":["Amazon Development Center Germany, Berlin and Heidelberg University, Germany"],"affiliations":[{"raw_affiliation_string":"Amazon Development Center Germany, Berlin and Heidelberg University, Germany","institution_ids":["https://openalex.org/I4210089985","https://openalex.org/I223822909"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048307591","display_name":"Julia Kreutzer","orcid":null},"institutions":[{"id":"https://openalex.org/I4210089985","display_name":"Amazon (Germany)","ror":"https://ror.org/00b9ktm87","country_code":"DE","type":"company","lineage":["https://openalex.org/I1311688040","https://openalex.org/I4210089985"]},{"id":"https://openalex.org/I223822909","display_name":"Heidelberg University","ror":"https://ror.org/038t36y30","country_code":"DE","type":"education","lineage":["https://openalex.org/I223822909"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Julia Kreutzer","raw_affiliation_strings":["Amazon Development Center Germany, Berlin and Heidelberg University, Germany"],"affiliations":[{"raw_affiliation_string":"Amazon Development Center Germany, Berlin and Heidelberg University, Germany","institution_ids":["https://openalex.org/I4210089985","https://openalex.org/I223822909"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077158309","display_name":"Kellen Sunderland","orcid":null},"institutions":[{"id":"https://openalex.org/I223822909","display_name":"Heidelberg University","ror":"https://ror.org/038t36y30","country_code":"DE","type":"education","lineage":["https://openalex.org/I223822909"]},{"id":"https://openalex.org/I4210089985","display_name":"Amazon (Germany)","ror":"https://ror.org/00b9ktm87","country_code":"DE","type":"company","lineage":["https://openalex.org/I1311688040","https://openalex.org/I4210089985"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Kellen Sunderland","raw_affiliation_strings":["Amazon Development Center Germany, Berlin and Heidelberg University, Germany"],"affiliations":[{"raw_affiliation_string":"Amazon Development Center Germany, Berlin and Heidelberg University, Germany","institution_ids":["https://openalex.org/I4210089985","https://openalex.org/I223822909"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085331712","display_name":"Pavel Danchenko","orcid":null},"institutions":[{"id":"https://openalex.org/I223822909","display_name":"Heidelberg University","ror":"https://ror.org/038t36y30","country_code":"DE","type":"education","lineage":["https://openalex.org/I223822909"]},{"id":"https://openalex.org/I4210089985","display_name":"Amazon (Germany)","ror":"https://ror.org/00b9ktm87","country_code":"DE","type":"company","lineage":["https://openalex.org/I1311688040","https://openalex.org/I4210089985"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Pavel Danchenko","raw_affiliation_strings":["Amazon Development Center Germany, Berlin and Heidelberg University, Germany"],"affiliations":[{"raw_affiliation_string":"Amazon Development Center Germany, Berlin and Heidelberg University, Germany","institution_ids":["https://openalex.org/I4210089985","https://openalex.org/I223822909"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032679722","display_name":"Witold Szymaniak","orcid":null},"institutions":[{"id":"https://openalex.org/I4210089985","display_name":"Amazon (Germany)","ror":"https://ror.org/00b9ktm87","country_code":"DE","type":"company","lineage":["https://openalex.org/I1311688040","https://openalex.org/I4210089985"]},{"id":"https://openalex.org/I223822909","display_name":"Heidelberg University","ror":"https://ror.org/038t36y30","country_code":"DE","type":"education","lineage":["https://openalex.org/I223822909"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Witold Szymaniak","raw_affiliation_strings":["Amazon Development Center Germany, Berlin and Heidelberg University, Germany"],"affiliations":[{"raw_affiliation_string":"Amazon Development Center Germany, Berlin and Heidelberg University, Germany","institution_ids":["https://openalex.org/I4210089985","https://openalex.org/I223822909"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051146569","display_name":"Hagen F\u00fcrstenau","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Hagen F\u00fcrstenau","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5011749347","display_name":"Stefan Riezler","orcid":null},"institutions":[{"id":"https://openalex.org/I223822909","display_name":"Heidelberg University","ror":"https://ror.org/038t36y30","country_code":"DE","type":"education","lineage":["https://openalex.org/I223822909"]},{"id":"https://openalex.org/I4210089985","display_name":"Amazon (Germany)","ror":"https://ror.org/00b9ktm87","country_code":"DE","type":"company","lineage":["https://openalex.org/I1311688040","https://openalex.org/I4210089985"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Stefan Riezler","raw_affiliation_strings":["Amazon Development Center Germany, Berlin and Heidelberg University, Germany"],"affiliations":[{"raw_affiliation_string":"Amazon Development Center Germany, Berlin and Heidelberg University, Germany","institution_ids":["https://openalex.org/I4210089985","https://openalex.org/I223822909"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5081885843"],"corresponding_institution_ids":["https://openalex.org/I223822909","https://openalex.org/I4210089985"],"apc_list":null,"apc_paid":null,"fwci":0.2079,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.63803952,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"514","last_page":"524"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"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"}},"topics":[{"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":0.9990000128746033,"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"}},{"id":"https://openalex.org/T12101","display_name":"Advanced Bandit Algorithms Research","score":0.9939000010490417,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/machine-translation","display_name":"Machine translation","score":0.8712128400802612},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8319225907325745},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.7654262781143188},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6828873157501221},{"id":"https://openalex.org/keywords/translation","display_name":"Translation (biology)","score":0.6694730520248413},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.524681031703949},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.45437169075012207},{"id":"https://openalex.org/keywords/sequence","display_name":"Sequence (biology)","score":0.45278096199035645},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.4376915991306305},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.06832468509674072}],"concepts":[{"id":"https://openalex.org/C203005215","wikidata":"https://www.wikidata.org/wiki/Q79798","display_name":"Machine translation","level":2,"score":0.8712128400802612},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8319225907325745},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.7654262781143188},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6828873157501221},{"id":"https://openalex.org/C149364088","wikidata":"https://www.wikidata.org/wiki/Q185917","display_name":"Translation (biology)","level":4,"score":0.6694730520248413},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.524681031703949},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.45437169075012207},{"id":"https://openalex.org/C2778112365","wikidata":"https://www.wikidata.org/wiki/Q3511065","display_name":"Sequence (biology)","level":2,"score":0.45278096199035645},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.4376915991306305},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.06832468509674072},{"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/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","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/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","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/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.18653/v1/w17-4756","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/w17-4756","pdf_url":"https://www.aclweb.org/anthology/W17-4756.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 Second Conference on Machine Translation","raw_type":"proceedings-article"},{"id":"pmh:oai:arXiv.org:1707.09050","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1707.09050","pdf_url":"https://arxiv.org/pdf/1707.09050","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"text"},{"id":"mag:2739754707","is_oa":true,"landing_page_url":"https://arxiv.org/pdf/1707.09050.pdf","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"arXiv (Cornell University)","raw_type":null},{"id":"doi:10.48550/arxiv.1707.09050","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.1707.09050","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":{"id":"doi:10.18653/v1/w17-4756","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/w17-4756","pdf_url":"https://www.aclweb.org/anthology/W17-4756.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 Second Conference on Machine Translation","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G6052429835","display_name":null,"funder_award_id":"(DFG)","funder_id":"https://openalex.org/F4320320879","funder_display_name":"Deutsche Forschungsgemeinschaft"}],"funders":[{"id":"https://openalex.org/F4320320879","display_name":"Deutsche Forschungsgemeinschaft","ror":"https://ror.org/018mejw64"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2739754707.pdf","grobid_xml":"https://content.openalex.org/works/W2739754707.grobid-xml"},"referenced_works_count":28,"referenced_works":["https://openalex.org/W6908809","https://openalex.org/W1522301498","https://openalex.org/W1905522558","https://openalex.org/W1985759455","https://openalex.org/W2004001705","https://openalex.org/W2073384958","https://openalex.org/W2095705004","https://openalex.org/W2103149536","https://openalex.org/W2108325777","https://openalex.org/W2118434577","https://openalex.org/W2148708890","https://openalex.org/W2155607551","https://openalex.org/W2161877964","https://openalex.org/W2168405694","https://openalex.org/W2168438882","https://openalex.org/W2278024189","https://openalex.org/W2312609093","https://openalex.org/W2411447566","https://openalex.org/W2418388682","https://openalex.org/W2487501366","https://openalex.org/W2512924740","https://openalex.org/W2513592723","https://openalex.org/W2594229957","https://openalex.org/W2609616693","https://openalex.org/W2758053148","https://openalex.org/W2962784628","https://openalex.org/W2963248296","https://openalex.org/W2964033619"],"related_works":["https://openalex.org/W2963856158","https://openalex.org/W2251743902","https://openalex.org/W45109703","https://openalex.org/W3168461629","https://openalex.org/W2154674287","https://openalex.org/W2064557848","https://openalex.org/W77073343","https://openalex.org/W3120749277","https://openalex.org/W2028492537","https://openalex.org/W48257261","https://openalex.org/W2138242477","https://openalex.org/W2529548870","https://openalex.org/W2185067744","https://openalex.org/W3132508209","https://openalex.org/W2977631256","https://openalex.org/W2526768654","https://openalex.org/W3119766379","https://openalex.org/W2885851150","https://openalex.org/W3118612332","https://openalex.org/W2952635012"],"abstract_inverted_index":{"We":[0],"introduce":[1],"and":[2,24,83,104,117,120,128],"describe":[3],"the":[4,28,32,43,89,92,100,115,121],"results":[5,122],"of":[6,42,58,65,68,88,91,123],"a":[7,66,70,78,85],"novel":[8],"shared":[9,101],"task":[10,18,44],"on":[11,35,49,110],"bandit":[12],"learning":[13,50,103,129],"for":[14,27,80,95],"machine":[15,51,71,125],"translation.":[16],"The":[17,40],"was":[19],"organized":[20],"jointly":[21],"by":[22],"Amazon":[23,111],"Heidelberg":[25],"University":[26],"first":[29],"time":[30],"at":[31],"Second":[33],"Conference":[34],"Machine":[36],"Translation":[37],"(WMT":[38],"2017).":[39],"goal":[41],"is":[45,74],"to":[46,76],"encourage":[47],"research":[48],"translation":[52,72,79,94,126],"from":[53],"weak":[54],"user":[55],"feedback":[56],"instead":[57],"human":[59],"references":[60],"or":[61],"post-edits.":[62],"On":[63],"each":[64],"sequence":[67],"rounds,":[69],"system":[73],"required":[75],"propose":[77],"an":[81],"input,":[82],"receives":[84],"real-valued":[86],"estimate":[87],"quality":[90],"proposed":[93],"learning.":[96],"This":[97],"paper":[98],"describes":[99],"task's":[102],"evaluation":[105,118],"setup,":[106],"using":[107],"services":[108],"hosted":[109],"Web":[112],"Services":[113],"(AWS),":[114],"data":[116],"metrics,":[119],"various":[124],"architectures":[127],"protocols.":[130]},"counts_by_year":[{"year":2018,"cited_by_count":1}],"updated_date":"2026-04-10T15:06:20.359241","created_date":"2025-10-10T00:00:00"}