{"id":"https://openalex.org/W3120726683","doi":"https://doi.org/10.18653/v1/2020.wmt-1.88","title":"YerevaNN\u2019s Systems for WMT20 Biomedical Translation Task: The Effect of Fixing Misaligned Sentence Pairs","display_name":"YerevaNN\u2019s Systems for WMT20 Biomedical Translation Task: The Effect of Fixing Misaligned Sentence Pairs","publication_year":2020,"publication_date":"2020-01-01","ids":{"openalex":"https://openalex.org/W3120726683","doi":"https://doi.org/10.18653/v1/2020.wmt-1.88","mag":"3120726683"},"language":"en","primary_location":{"id":"doi:10.18653/v1/2020.wmt-1.88","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/2020.wmt-1.88","pdf_url":"https://aclanthology.org/2020.wmt-1.88.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":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://aclanthology.org/2020.wmt-1.88.pdf","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5061387148","display_name":"Karen Hambardzumyan","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Karen Hambardzumyan","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074874570","display_name":"Hovhannes Tamoyan","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Hovhannes Tamoyan","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5005769994","display_name":"Hrant Khachatrian","orcid":"https://orcid.org/0000-0002-1544-5649"},"institutions":[{"id":"https://openalex.org/I196551433","display_name":"Yerevan State University","ror":"https://ror.org/00s8vne50","country_code":"AM","type":"education","lineage":["https://openalex.org/I196551433"]}],"countries":["AM"],"is_corresponding":false,"raw_author_name":"Hrant Khachatrian","raw_affiliation_strings":["Yerevan State University, Yerevan, Armenia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Yerevan State University, Yerevan, Armenia","institution_ids":["https://openalex.org/I196551433"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.1354,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.59176631,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"820","last_page":"825"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"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"}},"topics":[{"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/T10181","display_name":"Natural Language Processing Techniques","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/T11710","display_name":"Biomedical Text Mining and Ontologies","score":0.9879999756813049,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/machine-translation","display_name":"Machine translation","score":0.8567459583282471},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.817866325378418},{"id":"https://openalex.org/keywords/margin","display_name":"Margin (machine learning)","score":0.7031427621841431},{"id":"https://openalex.org/keywords/machine-translation-system","display_name":"Machine translation system","score":0.6877522468566895},{"id":"https://openalex.org/keywords/pipeline","display_name":"Pipeline (software)","score":0.6731626987457275},{"id":"https://openalex.org/keywords/preprocessor","display_name":"Preprocessor","score":0.6622913479804993},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.628572404384613},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.6228274703025818},{"id":"https://openalex.org/keywords/sentence","display_name":"Sentence","score":0.6227703094482422},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5914764404296875},{"id":"https://openalex.org/keywords/translation","display_name":"Translation (biology)","score":0.5147533416748047},{"id":"https://openalex.org/keywords/german","display_name":"German","score":0.46789658069610596},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.3901374936103821},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.16712531447410583},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.14472973346710205},{"id":"https://openalex.org/keywords/linguistics","display_name":"Linguistics","score":0.08477646112442017},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.07948604226112366}],"concepts":[{"id":"https://openalex.org/C203005215","wikidata":"https://www.wikidata.org/wiki/Q79798","display_name":"Machine translation","level":2,"score":0.8567459583282471},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.817866325378418},{"id":"https://openalex.org/C774472","wikidata":"https://www.wikidata.org/wiki/Q6760393","display_name":"Margin (machine learning)","level":2,"score":0.7031427621841431},{"id":"https://openalex.org/C2986258472","wikidata":"https://www.wikidata.org/wiki/Q79798","display_name":"Machine translation system","level":3,"score":0.6877522468566895},{"id":"https://openalex.org/C43521106","wikidata":"https://www.wikidata.org/wiki/Q2165493","display_name":"Pipeline (software)","level":2,"score":0.6731626987457275},{"id":"https://openalex.org/C34736171","wikidata":"https://www.wikidata.org/wiki/Q918333","display_name":"Preprocessor","level":2,"score":0.6622913479804993},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.628572404384613},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.6228274703025818},{"id":"https://openalex.org/C2777530160","wikidata":"https://www.wikidata.org/wiki/Q41796","display_name":"Sentence","level":2,"score":0.6227703094482422},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5914764404296875},{"id":"https://openalex.org/C149364088","wikidata":"https://www.wikidata.org/wiki/Q185917","display_name":"Translation (biology)","level":4,"score":0.5147533416748047},{"id":"https://openalex.org/C154775046","wikidata":"https://www.wikidata.org/wiki/Q188","display_name":"German","level":2,"score":0.46789658069610596},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.3901374936103821},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.16712531447410583},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.14472973346710205},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.08477646112442017},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.07948604226112366},{"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/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","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/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","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}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.18653/v1/2020.wmt-1.88","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/2020.wmt-1.88","pdf_url":"https://aclanthology.org/2020.wmt-1.88.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:3120726683","is_oa":false,"landing_page_url":"https://aclanthology.org/2020.wmt-1.88/","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-1.88","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/2020.wmt-1.88","pdf_url":"https://aclanthology.org/2020.wmt-1.88.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":[{"display_name":"Quality Education","score":0.5899999737739563,"id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320309480","display_name":"Nvidia","ror":"https://ror.org/03jdj4y14"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3120726683.pdf","grobid_xml":"https://content.openalex.org/works/W3120726683.grobid-xml"},"referenced_works_count":14,"referenced_works":["https://openalex.org/W2124807415","https://openalex.org/W2889326796","https://openalex.org/W2891177506","https://openalex.org/W2933138175","https://openalex.org/W2962735107","https://openalex.org/W2962784628","https://openalex.org/W2963403868","https://openalex.org/W2964583233","https://openalex.org/W2970206392","https://openalex.org/W2970295111","https://openalex.org/W2970726011","https://openalex.org/W2971345087","https://openalex.org/W3106224367","https://openalex.org/W3164405410"],"related_works":["https://openalex.org/W2960002028","https://openalex.org/W2951973027","https://openalex.org/W2251659871","https://openalex.org/W2252154714","https://openalex.org/W2963898017","https://openalex.org/W2117051955","https://openalex.org/W3121049435","https://openalex.org/W2902292292","https://openalex.org/W3025338153","https://openalex.org/W2798931235","https://openalex.org/W3119071063","https://openalex.org/W2949866408","https://openalex.org/W2964534535","https://openalex.org/W2902367045","https://openalex.org/W2902608666","https://openalex.org/W3088264195","https://openalex.org/W2902767466","https://openalex.org/W2903810591","https://openalex.org/W1500152046","https://openalex.org/W2964485312"],"abstract_inverted_index":{"This":[0],"report":[1],"describes":[2],"YerevaNN's":[3],"neural":[4],"machine":[5],"translation":[6,16],"systems":[7,19,42],"and":[8,22],"data":[9,55],"processing":[10],"pipelines":[11],"developed":[12],"for":[13,20],"WMT20":[14],"biomedical":[15],"task.We":[17],"provide":[18],"English-Russian":[21,27],"English-German":[23],"language":[24],"pairs.For":[25],"the":[26,32,40,50,66],"pair,":[28],"our":[29,53],"submissions":[30],"achieve":[31],"best":[33],"BLEU":[34],"scores,":[35],"with":[36],"enru":[37],"direction":[38],"outperforming":[39],"other":[41],"by":[43,52],"a":[44],"significant":[45],"margin.We":[46],"explain":[47],"most":[48],"of":[49],"improvements":[51],"heavy":[54],"preprocessing":[56],"pipeline":[57],"which":[58],"attempts":[59],"to":[60],"fix":[61],"poorly":[62],"aligned":[63],"sentences":[64],"in":[65],"parallel":[67],"data.":[68]},"counts_by_year":[{"year":2020,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2021-01-18T00:00:00"}