{"id":"https://openalex.org/W2971081268","doi":"https://doi.org/10.18653/v1/w19-5308","title":"The University of Maryland\u2019s Kazakh-English Neural Machine Translation System at WMT19","display_name":"The University of Maryland\u2019s Kazakh-English Neural Machine Translation System at WMT19","publication_year":2019,"publication_date":"2019-01-01","ids":{"openalex":"https://openalex.org/W2971081268","doi":"https://doi.org/10.18653/v1/w19-5308","mag":"2971081268"},"language":"en","primary_location":{"id":"doi:10.18653/v1/w19-5308","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/w19-5308","pdf_url":"https://www.aclweb.org/anthology/W19-5308.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 Fourth Conference on Machine Translation (Volume 2: Shared Task Papers, Day 1)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.aclweb.org/anthology/W19-5308.pdf","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5059930218","display_name":"Eleftheria Briakou","orcid":null},"institutions":[{"id":"https://openalex.org/I66946132","display_name":"University of Maryland, College Park","ror":"https://ror.org/047s2c258","country_code":"US","type":"education","lineage":["https://openalex.org/I66946132"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Eleftheria Briakou","raw_affiliation_strings":["Department of Computer Science University of Maryland College Park, MD 20742, USA"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science University of Maryland College Park, MD 20742, USA","institution_ids":["https://openalex.org/I66946132"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5078390032","display_name":"Marine Carpuat","orcid":"https://orcid.org/0000-0003-1693-0782"},"institutions":[{"id":"https://openalex.org/I66946132","display_name":"University of Maryland, College Park","ror":"https://ror.org/047s2c258","country_code":"US","type":"education","lineage":["https://openalex.org/I66946132"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Marine Carpuat","raw_affiliation_strings":["Department of Computer Science University of Maryland College Park, MD 20742, USA"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science University of Maryland College Park, MD 20742, USA","institution_ids":["https://openalex.org/I66946132"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5059930218"],"corresponding_institution_ids":["https://openalex.org/I66946132"],"apc_list":null,"apc_paid":null,"fwci":1.801,"has_fulltext":true,"cited_by_count":15,"citation_normalized_percentile":{"value":0.88690748,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"134","last_page":"140"},"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":0.9991000294685364,"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":0.983299970626831,"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/kazakh","display_name":"Kazakh","score":0.9758599996566772},{"id":"https://openalex.org/keywords/machine-translation","display_name":"Machine translation","score":0.8701310157775879},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.80753493309021},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.7016220092773438},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.6936869621276855},{"id":"https://openalex.org/keywords/encoding","display_name":"Encoding (memory)","score":0.627993106842041},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6231630444526672},{"id":"https://openalex.org/keywords/baseline","display_name":"Baseline (sea)","score":0.4748193025588989},{"id":"https://openalex.org/keywords/translation","display_name":"Translation (biology)","score":0.4360049366950989},{"id":"https://openalex.org/keywords/linguistics","display_name":"Linguistics","score":0.2655055522918701},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.0834108293056488}],"concepts":[{"id":"https://openalex.org/C2781297163","wikidata":"https://www.wikidata.org/wiki/Q9252","display_name":"Kazakh","level":2,"score":0.9758599996566772},{"id":"https://openalex.org/C203005215","wikidata":"https://www.wikidata.org/wiki/Q79798","display_name":"Machine translation","level":2,"score":0.8701310157775879},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.80753493309021},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.7016220092773438},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.6936869621276855},{"id":"https://openalex.org/C125411270","wikidata":"https://www.wikidata.org/wiki/Q18653","display_name":"Encoding (memory)","level":2,"score":0.627993106842041},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6231630444526672},{"id":"https://openalex.org/C12725497","wikidata":"https://www.wikidata.org/wiki/Q810247","display_name":"Baseline (sea)","level":2,"score":0.4748193025588989},{"id":"https://openalex.org/C149364088","wikidata":"https://www.wikidata.org/wiki/Q185917","display_name":"Translation (biology)","level":4,"score":0.4360049366950989},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.2655055522918701},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0834108293056488},{"id":"https://openalex.org/C111368507","wikidata":"https://www.wikidata.org/wiki/Q43518","display_name":"Oceanography","level":1,"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/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","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/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","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/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.18653/v1/w19-5308","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/w19-5308","pdf_url":"https://www.aclweb.org/anthology/W19-5308.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 Fourth Conference on Machine Translation (Volume 2: Shared Task Papers, Day 1)","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.18653/v1/w19-5308","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/w19-5308","pdf_url":"https://www.aclweb.org/anthology/W19-5308.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 Fourth Conference on Machine Translation (Volume 2: Shared Task Papers, Day 1)","raw_type":"proceedings-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","score":0.5299999713897705,"display_name":"Quality Education"}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2971081268.pdf","grobid_xml":"https://content.openalex.org/works/W2971081268.grobid-xml"},"referenced_works_count":27,"referenced_works":["https://openalex.org/W2101105183","https://openalex.org/W2133564696","https://openalex.org/W2251290832","https://openalex.org/W2546938941","https://openalex.org/W2550821151","https://openalex.org/W2595715041","https://openalex.org/W2740433069","https://openalex.org/W2752630748","https://openalex.org/W2797913374","https://openalex.org/W2887920589","https://openalex.org/W2889511806","https://openalex.org/W2902382260","https://openalex.org/W2912095972","https://openalex.org/W2963088995","https://openalex.org/W2963216553","https://openalex.org/W2963403868","https://openalex.org/W2963506925","https://openalex.org/W2963571015","https://openalex.org/W2963633299","https://openalex.org/W2963708445","https://openalex.org/W2963831310","https://openalex.org/W2963993537","https://openalex.org/W2964308564","https://openalex.org/W2994475016","https://openalex.org/W3104652516","https://openalex.org/W4323355575","https://openalex.org/W4385245566"],"related_works":["https://openalex.org/W2363093443","https://openalex.org/W4206915444","https://openalex.org/W4388766676","https://openalex.org/W2353302181","https://openalex.org/W3212439175","https://openalex.org/W2362181825","https://openalex.org/W2320680668","https://openalex.org/W3203990896","https://openalex.org/W2728761353","https://openalex.org/W2883671469"],"abstract_inverted_index":{"This":[0],"paper":[1],"describes":[2],"the":[3,9,20,45],"University":[4],"of":[5,22,36],"Maryland's":[6],"submission":[7],"to":[8,13,40],"WMT":[10],"2019":[11],"Kazakh":[12],"English":[14],"news":[15],"translation":[16],"task.":[17],"We":[18,31],"study":[19],"impact":[21],"transfer":[23],"learning":[24],"from":[25],"another":[26],"lowresource":[27],"but":[28],"related":[29],"language.":[30],"experiment":[32],"with":[33],"different":[34],"ways":[35],"encoding":[37],"lexical":[38,42],"units":[39],"maximize":[41],"overlap":[43],"between":[44],"two":[46],"language":[47],"pairs,":[48],"as":[49,51],"well":[50],"back-translation":[52],"and":[53],"ensembling.":[54],"The":[55],"submitted":[56],"system":[57],"improves":[58],"over":[59],"a":[60],"Kazakh-only":[61],"baseline":[62],"by":[63],"+5.45":[64],"BLEU":[65],"on":[66],"newstest2019.":[67]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":8},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
