{"id":"https://openalex.org/W2807006873","doi":"https://doi.org/10.1515/jisys-2018-0016","title":"MTIL2017: Machine Translation Using Recurrent Neural Network on Statistical Machine Translation","display_name":"MTIL2017: Machine Translation Using Recurrent Neural Network on Statistical Machine Translation","publication_year":2018,"publication_date":"2018-05-30","ids":{"openalex":"https://openalex.org/W2807006873","doi":"https://doi.org/10.1515/jisys-2018-0016","mag":"2807006873"},"language":"en","primary_location":{"id":"doi:10.1515/jisys-2018-0016","is_oa":true,"landing_page_url":"https://doi.org/10.1515/jisys-2018-0016","pdf_url":"https://www.degruyter.com/downloadpdf/journals/jisys/28/3/article-p447.pdf","source":{"id":"https://openalex.org/S2764846071","display_name":"Journal of Intelligent Systems","issn_l":"0334-1860","issn":["0334-1860","2191-026X"],"is_oa":false,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310315148","host_organization_name":"IlmuKomputer.Com","host_organization_lineage":["https://openalex.org/P4310315148"],"host_organization_lineage_names":["IlmuKomputer.Com"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Intelligent Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://www.degruyter.com/downloadpdf/journals/jisys/28/3/article-p447.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5005052090","display_name":"Sainik Kumar Mahata","orcid":"https://orcid.org/0000-0003-1041-0129"},"institutions":[{"id":"https://openalex.org/I170979836","display_name":"Jadavpur University","ror":"https://ror.org/02af4h012","country_code":"IN","type":"education","lineage":["https://openalex.org/I170979836"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Sainik Kumar Mahata","raw_affiliation_strings":["Computer Science and Engineering, Jadavpur University, Kolkata , West Bengal , India","Computer Science and Engineering, Jadavpur University, Kolkata, West Bengal, India"],"affiliations":[{"raw_affiliation_string":"Computer Science and Engineering, Jadavpur University, Kolkata , West Bengal , India","institution_ids":["https://openalex.org/I170979836"]},{"raw_affiliation_string":"Computer Science and Engineering, Jadavpur University, Kolkata, West Bengal, India","institution_ids":["https://openalex.org/I170979836"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052810907","display_name":"Dipankar Das","orcid":"https://orcid.org/0000-0002-8110-9344"},"institutions":[{"id":"https://openalex.org/I170979836","display_name":"Jadavpur University","ror":"https://ror.org/02af4h012","country_code":"IN","type":"education","lineage":["https://openalex.org/I170979836"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Dipankar Das","raw_affiliation_strings":["Computer Science and Engineering, Jadavpur University, Kolkata , West Bengal , India","Computer Science and Engineering, Jadavpur University, Kolkata, West Bengal, India"],"affiliations":[{"raw_affiliation_string":"Computer Science and Engineering, Jadavpur University, Kolkata , West Bengal , India","institution_ids":["https://openalex.org/I170979836"]},{"raw_affiliation_string":"Computer Science and Engineering, Jadavpur University, Kolkata, West Bengal, India","institution_ids":["https://openalex.org/I170979836"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5006218020","display_name":"Sivaji Bandyopadhyay","orcid":"https://orcid.org/0000-0003-2607-1774"},"institutions":[{"id":"https://openalex.org/I170979836","display_name":"Jadavpur University","ror":"https://ror.org/02af4h012","country_code":"IN","type":"education","lineage":["https://openalex.org/I170979836"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Sivaji Bandyopadhyay","raw_affiliation_strings":["Computer Science and Engineering, Jadavpur University, Kolkata , West Bengal , India","Computer Science and Engineering, Jadavpur University, Kolkata, West Bengal, India"],"affiliations":[{"raw_affiliation_string":"Computer Science and Engineering, Jadavpur University, Kolkata , West Bengal , India","institution_ids":["https://openalex.org/I170979836"]},{"raw_affiliation_string":"Computer Science and Engineering, Jadavpur University, Kolkata, West Bengal, India","institution_ids":["https://openalex.org/I170979836"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5005052090"],"corresponding_institution_ids":["https://openalex.org/I170979836"],"apc_list":{"value":1000,"currency":"EUR","value_usd":1078},"apc_paid":{"value":1000,"currency":"EUR","value_usd":1078},"fwci":5.0494,"has_fulltext":true,"cited_by_count":60,"citation_normalized_percentile":{"value":0.96198275,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":91,"max":99},"biblio":{"volume":"28","issue":"3","first_page":"447","last_page":"453"},"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":0.9987999796867371,"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/T12031","display_name":"Speech and dialogue systems","score":0.9901999831199646,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/machine-translation","display_name":"Machine translation","score":0.9280695915222168},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8782972097396851},{"id":"https://openalex.org/keywords/phrase","display_name":"Phrase","score":0.7327446341514587},{"id":"https://openalex.org/keywords/recurrent-neural-network","display_name":"Recurrent neural network","score":0.704470157623291},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6407210230827332},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.608730137348175},{"id":"https://openalex.org/keywords/language-model","display_name":"Language model","score":0.5453211665153503},{"id":"https://openalex.org/keywords/translation","display_name":"Translation (biology)","score":0.5427520275115967},{"id":"https://openalex.org/keywords/table","display_name":"Table (database)","score":0.5304968357086182},{"id":"https://openalex.org/keywords/encoder","display_name":"Encoder","score":0.5303210616111755},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.4930064380168915},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.4800661504268646},{"id":"https://openalex.org/keywords/example-based-machine-translation","display_name":"Example-based machine translation","score":0.4619911015033722},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3400418162345886},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.13858351111412048}],"concepts":[{"id":"https://openalex.org/C203005215","wikidata":"https://www.wikidata.org/wiki/Q79798","display_name":"Machine translation","level":2,"score":0.9280695915222168},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8782972097396851},{"id":"https://openalex.org/C2776224158","wikidata":"https://www.wikidata.org/wiki/Q187931","display_name":"Phrase","level":2,"score":0.7327446341514587},{"id":"https://openalex.org/C147168706","wikidata":"https://www.wikidata.org/wiki/Q1457734","display_name":"Recurrent neural network","level":3,"score":0.704470157623291},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6407210230827332},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.608730137348175},{"id":"https://openalex.org/C137293760","wikidata":"https://www.wikidata.org/wiki/Q3621696","display_name":"Language model","level":2,"score":0.5453211665153503},{"id":"https://openalex.org/C149364088","wikidata":"https://www.wikidata.org/wiki/Q185917","display_name":"Translation (biology)","level":4,"score":0.5427520275115967},{"id":"https://openalex.org/C45235069","wikidata":"https://www.wikidata.org/wiki/Q278425","display_name":"Table (database)","level":2,"score":0.5304968357086182},{"id":"https://openalex.org/C118505674","wikidata":"https://www.wikidata.org/wiki/Q42586063","display_name":"Encoder","level":2,"score":0.5303210616111755},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.4930064380168915},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.4800661504268646},{"id":"https://openalex.org/C24687705","wikidata":"https://www.wikidata.org/wiki/Q3753284","display_name":"Example-based machine translation","level":3,"score":0.4619911015033722},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3400418162345886},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.13858351111412048},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","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/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/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","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},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1515/jisys-2018-0016","is_oa":true,"landing_page_url":"https://doi.org/10.1515/jisys-2018-0016","pdf_url":"https://www.degruyter.com/downloadpdf/journals/jisys/28/3/article-p447.pdf","source":{"id":"https://openalex.org/S2764846071","display_name":"Journal of Intelligent Systems","issn_l":"0334-1860","issn":["0334-1860","2191-026X"],"is_oa":false,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310315148","host_organization_name":"IlmuKomputer.Com","host_organization_lineage":["https://openalex.org/P4310315148"],"host_organization_lineage_names":["IlmuKomputer.Com"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Intelligent Systems","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:23a1c8f14bed4bb2a9026b8875d69b57","is_oa":true,"landing_page_url":"https://doaj.org/article/23a1c8f14bed4bb2a9026b8875d69b57","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Journal of Intelligent Systems, Vol 28, Iss 3, Pp 447-453 (2019)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1515/jisys-2018-0016","is_oa":true,"landing_page_url":"https://doi.org/10.1515/jisys-2018-0016","pdf_url":"https://www.degruyter.com/downloadpdf/journals/jisys/28/3/article-p447.pdf","source":{"id":"https://openalex.org/S2764846071","display_name":"Journal of Intelligent Systems","issn_l":"0334-1860","issn":["0334-1860","2191-026X"],"is_oa":false,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310315148","host_organization_name":"IlmuKomputer.Com","host_organization_lineage":["https://openalex.org/P4310315148"],"host_organization_lineage_names":["IlmuKomputer.Com"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Intelligent Systems","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education","score":0.6100000143051147}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2807006873.pdf","grobid_xml":"https://content.openalex.org/works/W2807006873.grobid-xml"},"referenced_works_count":22,"referenced_works":["https://openalex.org/W932413789","https://openalex.org/W1753482797","https://openalex.org/W1760821052","https://openalex.org/W2058941677","https://openalex.org/W2103305545","https://openalex.org/W2118090838","https://openalex.org/W2119168550","https://openalex.org/W2134800885","https://openalex.org/W2158199200","https://openalex.org/W2159712545","https://openalex.org/W2187227891","https://openalex.org/W2250489405","https://openalex.org/W2250644439","https://openalex.org/W2251222643","https://openalex.org/W2251682575","https://openalex.org/W2507478797","https://openalex.org/W2561899685","https://openalex.org/W2566564022","https://openalex.org/W2595715041","https://openalex.org/W2740274673","https://openalex.org/W2902102801","https://openalex.org/W2915946624"],"related_works":["https://openalex.org/W193726211","https://openalex.org/W2566847733","https://openalex.org/W2122287718","https://openalex.org/W2010336863","https://openalex.org/W2740094425","https://openalex.org/W3204448004","https://openalex.org/W2587602790","https://openalex.org/W3011059803","https://openalex.org/W3204898214","https://openalex.org/W2384400852"],"abstract_inverted_index":{"Abstract":[0],"Machine":[1],"translation":[2,7],"(MT)":[3],"is":[4],"the":[5,9,21,41,44,50,53,60,63,75,81,86,97,108,122],"automatic":[6],"of":[8,28,43,47,52,62,74,121,125],"source":[10],"language":[11,15,98],"to":[12,49],"its":[13],"target":[14],"by":[16,80],"a":[17,72,119],"computer":[18],"system.":[19],"In":[20],"current":[22],"paper,":[23],"we":[24,105],"propose":[25],"an":[26,112],"approach":[27],"using":[29,90,100,111],"recurrent":[30],"neural":[31],"networks":[32],"(RNNs)":[33],"over":[34],"traditional":[35,87],"statistical":[36],"MT":[37,64,88],"(SMT).":[38],"We":[39,83],"compare":[40],"performance":[42,51],"phrase":[45,109],"table":[46],"SMT":[48],"proposed":[54],"RNN":[55,113],"and":[56,93],"in":[57],"turn":[58],"improve":[59],"quality":[61],"output.":[65],"This":[66],"work":[67],"has":[68],"been":[69],"done":[70],"as":[71,118],"part":[73,120],"shared":[76],"task":[77],"problem":[78],"provided":[79],"MTIL2017.":[82],"have":[84,94,106],"constructed":[85],"model":[89,99],"Moses":[91],"toolkit":[92],"additionally":[95],"enriched":[96],"external":[101],"data":[102],"sets.":[103],"Thereafter,":[104],"ranked":[107],"tables":[110],"encoder-decoder":[114],"module":[115],"created":[116],"originally":[117],"GroundHog":[123],"project":[124],"LISA":[126],"lab.":[127]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":10},{"year":2023,"cited_by_count":9},{"year":2022,"cited_by_count":9},{"year":2021,"cited_by_count":13},{"year":2020,"cited_by_count":8},{"year":2019,"cited_by_count":7},{"year":2018,"cited_by_count":3}],"updated_date":"2025-12-06T23:10:59.065948","created_date":"2025-10-10T00:00:00"}