{"id":"https://openalex.org/W2760101375","doi":"https://doi.org/10.18653/v1/w17-4747","title":"DCU System Report on the WMT 2017 Multi-modal Machine Translation Task","display_name":"DCU System Report on the WMT 2017 Multi-modal Machine Translation Task","publication_year":2017,"publication_date":"2017-01-01","ids":{"openalex":"https://openalex.org/W2760101375","doi":"https://doi.org/10.18653/v1/w17-4747","mag":"2760101375"},"language":"en","primary_location":{"id":"doi:10.18653/v1/w17-4747","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/w17-4747","pdf_url":"https://www.aclweb.org/anthology/W17-4747.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":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.aclweb.org/anthology/W17-4747.pdf","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5086777036","display_name":"Iacer Calixto","orcid":null},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Iacer Calixto","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020040995","display_name":"Koel Dutta Chowdhury","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Koel Dutta Chowdhury","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5100426170","display_name":"Qun Liu","orcid":"https://orcid.org/0000-0002-7000-1792"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Qun Liu","raw_affiliation_strings":[],"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5086777036"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.8315,"has_fulltext":true,"cited_by_count":5,"citation_normalized_percentile":{"value":0.81063636,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"440","last_page":"444"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"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"}},"topics":[{"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/T11714","display_name":"Multimodal Machine Learning Applications","score":0.9991000294685364,"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/T10028","display_name":"Topic Modeling","score":0.9977999925613403,"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":0.9149007797241211},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8286960124969482},{"id":"https://openalex.org/keywords/inference","display_name":"Inference","score":0.6822733879089355},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.6546366810798645},{"id":"https://openalex.org/keywords/translation","display_name":"Translation (biology)","score":0.628696858882904},{"id":"https://openalex.org/keywords/modal","display_name":"Modal","score":0.624911367893219},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6221466064453125},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.5446854829788208},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.514211893081665},{"id":"https://openalex.org/keywords/baseline","display_name":"Baseline (sea)","score":0.4934200346469879},{"id":"https://openalex.org/keywords/encoder","display_name":"Encoder","score":0.47066864371299744},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.43357813358306885},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.4048006236553192}],"concepts":[{"id":"https://openalex.org/C203005215","wikidata":"https://www.wikidata.org/wiki/Q79798","display_name":"Machine translation","level":2,"score":0.9149007797241211},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8286960124969482},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.6822733879089355},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.6546366810798645},{"id":"https://openalex.org/C149364088","wikidata":"https://www.wikidata.org/wiki/Q185917","display_name":"Translation (biology)","level":4,"score":0.628696858882904},{"id":"https://openalex.org/C71139939","wikidata":"https://www.wikidata.org/wiki/Q910194","display_name":"Modal","level":2,"score":0.624911367893219},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6221466064453125},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.5446854829788208},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.514211893081665},{"id":"https://openalex.org/C12725497","wikidata":"https://www.wikidata.org/wiki/Q810247","display_name":"Baseline (sea)","level":2,"score":0.4934200346469879},{"id":"https://openalex.org/C118505674","wikidata":"https://www.wikidata.org/wiki/Q42586063","display_name":"Encoder","level":2,"score":0.47066864371299744},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.43357813358306885},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.4048006236553192},{"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/C105580179","wikidata":"https://www.wikidata.org/wiki/Q188928","display_name":"Messenger RNA","level":3,"score":0.0},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"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/C188027245","wikidata":"https://www.wikidata.org/wiki/Q750446","display_name":"Polymer chemistry","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/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"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/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.18653/v1/w17-4747","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/w17-4747","pdf_url":"https://www.aclweb.org/anthology/W17-4747.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:doras.dcu.ie:23333","is_oa":false,"landing_page_url":"http://doras.dcu.ie/23333/","pdf_url":null,"source":{"id":"https://openalex.org/S4306401512","display_name":"Dublin City University Open Access Institutional Repository (Dublin City University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I42934936","host_organization_name":"Dublin City University","host_organization_lineage":["https://openalex.org/I42934936"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"  Calixto, Iacer, Dutta Chowdhury, Koel and Liu, Qun ORCID: 0000-0002-7000-1792 <https://orcid.org/0000-0002-7000-1792>  (2017) DCU System Report on the WMT 2017 Multi-modal Machine Translation Task.  In: Second Conference on Machine Translation, 7-11 Sept 2017, Copenhagen, Denmark.      ","raw_type":"Conference or Workshop Item"}],"best_oa_location":{"id":"doi:10.18653/v1/w17-4747","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/w17-4747","pdf_url":"https://www.aclweb.org/anthology/W17-4747.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/G1076797115","display_name":null,"funder_award_id":"co-funded","funder_id":"https://openalex.org/F4320335322","funder_display_name":"European Regional Development Fund"},{"id":"https://openalex.org/G228147372","display_name":null,"funder_award_id":"Grant 13/RC/2106","funder_id":"https://openalex.org/F4320320847","funder_display_name":"Science Foundation Ireland"},{"id":"https://openalex.org/G2563910032","display_name":null,"funder_award_id":"13/RC/2106","funder_id":"https://openalex.org/F4320335322","funder_display_name":"European Regional Development Fund"},{"id":"https://openalex.org/G3514550006","display_name":null,"funder_award_id":"Centre","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G3875748329","display_name":null,"funder_award_id":"European Regional Development Fund","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G3993907298","display_name":null,"funder_award_id":"13/RC/2106","funder_id":"https://openalex.org/F4320320847","funder_display_name":"Science Foundation Ireland"},{"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/G7300706396","display_name":null,"funder_award_id":"European Union Horizon 2020 research and innovatio","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G8051717526","display_name":null,"funder_award_id":"Grant","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G8318064016","display_name":null,"funder_award_id":"Horizon","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G8538941428","display_name":null,"funder_award_id":"Regional Development Fund","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G8884546066","display_name":"QT21: Quality Translation 21","funder_award_id":"645452","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"},{"id":"https://openalex.org/F4320320847","display_name":"Science Foundation Ireland","ror":"https://ror.org/0271asj38"},{"id":"https://openalex.org/F4320320865","display_name":"Dublin City University","ror":"https://ror.org/04a1a1e81"},{"id":"https://openalex.org/F4320335322","display_name":"European Regional Development Fund","ror":"https://ror.org/00k4n6c32"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2760101375.pdf","grobid_xml":"https://content.openalex.org/works/W2760101375.grobid-xml"},"referenced_works_count":21,"referenced_works":["https://openalex.org/W1686810756","https://openalex.org/W2095705004","https://openalex.org/W2101105183","https://openalex.org/W2117352571","https://openalex.org/W2133459682","https://openalex.org/W2133564696","https://openalex.org/W2149327368","https://openalex.org/W2157331557","https://openalex.org/W2194775991","https://openalex.org/W2212703438","https://openalex.org/W2251994258","https://openalex.org/W2513263213","https://openalex.org/W2581101319","https://openalex.org/W2593341061","https://openalex.org/W2595715041","https://openalex.org/W2950635152","https://openalex.org/W2962784628","https://openalex.org/W2962835968","https://openalex.org/W2963266340","https://openalex.org/W2963909453","https://openalex.org/W2964308564"],"related_works":["https://openalex.org/W2383111961","https://openalex.org/W2365952365","https://openalex.org/W2352448290","https://openalex.org/W2380820513","https://openalex.org/W2913146933","https://openalex.org/W2372385138","https://openalex.org/W4296359239","https://openalex.org/W2101155126","https://openalex.org/W2883671469","https://openalex.org/W2728761353"],"abstract_inverted_index":{"We":[0],"report":[1],"experiments":[2],"with":[3],"multi-modal":[4],"neural":[5,71],"machine":[6,72],"translation":[7,73],"models":[8,50],"that":[9],"incorporate":[10],"global":[11,42],"visual":[12],"features":[13,29,44],"in":[14],"different":[15,38,49],"parts":[16],"of":[17,83],"the":[18,24],"encoder":[19],"and":[20,22,45],"decoder,":[21],"use":[23],"VGG19":[25],"network":[26],"to":[27,40],"extract":[28],"for":[30,60],"all":[31,76],"images.In":[32],"our":[33],"experiments,":[34],"we":[35],"explore":[36],"both":[37],"strategies":[39],"include":[41],"image":[43],"also":[46],"how":[47],"ensembling":[48],"at":[51],"inference":[52],"time":[53],"impact":[54],"translations.Our":[55],"submissions":[56],"ranked":[57],"3rd":[58],"best":[59],"translating":[61],"from":[62],"English":[63],"into":[64],"French,":[65],"always":[66],"improving":[67],"considerably":[68],"over":[69],"an":[70,81],"baseline":[74],"across":[75],"language":[77],"pair":[78],"evaluated,":[79],"e.g.":[80],"increase":[82],"7.0-9.2ME-TEOR":[84],"points.":[85]},"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":2}],"updated_date":"2026-04-13T07:58:08.660418","created_date":"2025-10-10T00:00:00"}