{"id":"https://openalex.org/W2593341061","doi":"https://doi.org/10.18653/v1/p17-1175","title":"Doubly-Attentive Decoder for Multi-modal Neural Machine Translation","display_name":"Doubly-Attentive Decoder for Multi-modal Neural Machine Translation","publication_year":2017,"publication_date":"2017-01-01","ids":{"openalex":"https://openalex.org/W2593341061","doi":"https://doi.org/10.18653/v1/p17-1175","mag":"2593341061"},"language":"en","primary_location":{"id":"doi:10.18653/v1/p17-1175","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/p17-1175","pdf_url":"https://www.aclweb.org/anthology/P17-1175.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 55th Annual Meeting of the Association for\n          Computational Linguistics (Volume 1: Long Papers)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.aclweb.org/anthology/P17-1175.pdf","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5086777036","display_name":"Iacer Calixto","orcid":"https://orcid.org/0000-0001-6244-7906"},"institutions":[{"id":"https://openalex.org/I42934936","display_name":"Dublin City University","ror":"https://ror.org/04a1a1e81","country_code":"IE","type":"education","lineage":["https://openalex.org/I42934936"]}],"countries":["IE"],"is_corresponding":true,"raw_author_name":"Iacer Calixto","raw_affiliation_strings":["Centre School of Computing Dublin City University Dublin, Ireland"],"affiliations":[{"raw_affiliation_string":"Centre School of Computing Dublin City University Dublin, Ireland","institution_ids":["https://openalex.org/I42934936"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100426170","display_name":"Qun Liu","orcid":"https://orcid.org/0000-0002-7000-1792"},"institutions":[{"id":"https://openalex.org/I42934936","display_name":"Dublin City University","ror":"https://ror.org/04a1a1e81","country_code":"IE","type":"education","lineage":["https://openalex.org/I42934936"]}],"countries":["IE"],"is_corresponding":false,"raw_author_name":"Qun Liu","raw_affiliation_strings":["Centre School of Computing Dublin City University Dublin, Ireland"],"affiliations":[{"raw_affiliation_string":"Centre School of Computing Dublin City University Dublin, Ireland","institution_ids":["https://openalex.org/I42934936"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5108471155","display_name":"Nick Campbell","orcid":null},"institutions":[{"id":"https://openalex.org/I42934936","display_name":"Dublin City University","ror":"https://ror.org/04a1a1e81","country_code":"IE","type":"education","lineage":["https://openalex.org/I42934936"]}],"countries":["IE"],"is_corresponding":false,"raw_author_name":"Nick Campbell","raw_affiliation_strings":["ADAPT Centre School of Computing Dublin City University Dublin, Ireland"],"affiliations":[{"raw_affiliation_string":"ADAPT Centre School of Computing Dublin City University Dublin, Ireland","institution_ids":["https://openalex.org/I42934936"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5086777036"],"corresponding_institution_ids":["https://openalex.org/I42934936"],"apc_list":null,"apc_paid":null,"fwci":18.0842,"has_fulltext":true,"cited_by_count":188,"citation_normalized_percentile":{"value":0.99339177,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"1913","last_page":"1924"},"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/T10028","display_name":"Topic Modeling","score":0.9986000061035156,"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":0.9984999895095825,"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/computer-science","display_name":"Computer science","score":0.8616546988487244},{"id":"https://openalex.org/keywords/machine-translation","display_name":"Machine translation","score":0.7573223114013672},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.6986576318740845},{"id":"https://openalex.org/keywords/modal","display_name":"Modal","score":0.6238558888435364},{"id":"https://openalex.org/keywords/bridging","display_name":"Bridging (networking)","score":0.6219616532325745},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.597262442111969},{"id":"https://openalex.org/keywords/translation","display_name":"Translation (biology)","score":0.5682113170623779},{"id":"https://openalex.org/keywords/exploit","display_name":"Exploit","score":0.5387933850288391},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.5151994824409485},{"id":"https://openalex.org/keywords/image-translation","display_name":"Image translation","score":0.5033389925956726},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.4831349551677704},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.4610779285430908},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.428171306848526},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.4180243909358978},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.35696905851364136},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.06000405550003052}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8616546988487244},{"id":"https://openalex.org/C203005215","wikidata":"https://www.wikidata.org/wiki/Q79798","display_name":"Machine translation","level":2,"score":0.7573223114013672},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.6986576318740845},{"id":"https://openalex.org/C71139939","wikidata":"https://www.wikidata.org/wiki/Q910194","display_name":"Modal","level":2,"score":0.6238558888435364},{"id":"https://openalex.org/C174348530","wikidata":"https://www.wikidata.org/wiki/Q188635","display_name":"Bridging (networking)","level":2,"score":0.6219616532325745},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.597262442111969},{"id":"https://openalex.org/C149364088","wikidata":"https://www.wikidata.org/wiki/Q185917","display_name":"Translation (biology)","level":4,"score":0.5682113170623779},{"id":"https://openalex.org/C165696696","wikidata":"https://www.wikidata.org/wiki/Q11287","display_name":"Exploit","level":2,"score":0.5387933850288391},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.5151994824409485},{"id":"https://openalex.org/C2779757391","wikidata":"https://www.wikidata.org/wiki/Q6002292","display_name":"Image translation","level":3,"score":0.5033389925956726},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.4831349551677704},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.4610779285430908},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.428171306848526},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.4180243909358978},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.35696905851364136},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.06000405550003052},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.0},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","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/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"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/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"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/C105580179","wikidata":"https://www.wikidata.org/wiki/Q188928","display_name":"Messenger RNA","level":3,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.18653/v1/p17-1175","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/p17-1175","pdf_url":"https://www.aclweb.org/anthology/P17-1175.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 55th Annual Meeting of the Association for\n          Computational Linguistics (Volume 1: Long Papers)","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.18653/v1/p17-1175","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/p17-1175","pdf_url":"https://www.aclweb.org/anthology/P17-1175.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 55th Annual Meeting of the Association for\n          Computational Linguistics (Volume 1: Long Papers)","raw_type":"proceedings-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","score":0.6200000047683716,"display_name":"Quality Education"}],"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":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2593341061.pdf","grobid_xml":"https://content.openalex.org/works/W2593341061.grobid-xml"},"referenced_works_count":55,"referenced_works":["https://openalex.org/W6908809","https://openalex.org/W22168010","https://openalex.org/W1514535095","https://openalex.org/W1686810756","https://openalex.org/W1753482797","https://openalex.org/W1895577753","https://openalex.org/W1902237438","https://openalex.org/W1934041838","https://openalex.org/W2100664567","https://openalex.org/W2101105183","https://openalex.org/W2102605133","https://openalex.org/W2130942839","https://openalex.org/W2133459682","https://openalex.org/W2133564696","https://openalex.org/W2139501017","https://openalex.org/W2144600658","https://openalex.org/W2146574666","https://openalex.org/W2149327368","https://openalex.org/W2153653739","https://openalex.org/W2157331557","https://openalex.org/W2159243025","https://openalex.org/W2185175083","https://openalex.org/W2194775991","https://openalex.org/W2212703438","https://openalex.org/W2247931231","https://openalex.org/W2250342921","https://openalex.org/W2251743902","https://openalex.org/W2251994258","https://openalex.org/W2293344577","https://openalex.org/W2345720230","https://openalex.org/W2417549359","https://openalex.org/W2509282593","https://openalex.org/W2512381898","https://openalex.org/W2513263213","https://openalex.org/W2516756687","https://openalex.org/W2553522418","https://openalex.org/W2595715041","https://openalex.org/W2740091278","https://openalex.org/W2740565324","https://openalex.org/W2950635152","https://openalex.org/W2962784628","https://openalex.org/W2962835968","https://openalex.org/W2963216553","https://openalex.org/W2963247703","https://openalex.org/W2963260202","https://openalex.org/W2963266340","https://openalex.org/W2963344439","https://openalex.org/W2963842982","https://openalex.org/W2963909453","https://openalex.org/W2964034111","https://openalex.org/W2964199361","https://openalex.org/W2964308564","https://openalex.org/W2998704965","https://openalex.org/W4285719527","https://openalex.org/W4297780100"],"related_works":["https://openalex.org/W17155033","https://openalex.org/W3207760230","https://openalex.org/W1496222301","https://openalex.org/W1590307681","https://openalex.org/W2536018345","https://openalex.org/W4312814274","https://openalex.org/W4285370786","https://openalex.org/W2296488620","https://openalex.org/W2358353312","https://openalex.org/W2353836703"],"abstract_inverted_index":{"We":[0,61,82],"introduce":[1],"a":[2,10],"Multi-modal":[3],"Neural":[4],"Machine":[5],"Translation":[6],"model":[7,65],"in":[8,57],"which":[9],"doubly-attentive":[11],"decoder":[12,33],"naturally":[13],"incorporates":[14],"spatial":[15],"visual":[16],"features":[17],"obtained":[18],"using":[19],"pre-trained":[20],"convolutional":[21],"neural":[22],"networks,":[23],"bridging":[24],"the":[25,58,88],"gap":[26],"between":[27],"image":[28,44],"description":[29],"and":[30,40],"translation.":[31],"Our":[32],"learns":[34],"to":[35,37],"attend":[36],"source-language":[38],"words":[39,56],"parts":[41],"of":[42,48],"an":[43],"independently":[45],"by":[46],"means":[47],"two":[49],"separate":[50],"attention":[51],"mechanisms":[52],"as":[53],"it":[54],"generates":[55],"target":[59],"language.":[60],"find":[62],"that":[63],"our":[64],"can":[66],"efficiently":[67],"exploit":[68],"not":[69],"just":[70],"back-translated":[71],"in-domain":[72],"multi-modal":[73],"data":[74,90],"but":[75],"also":[76,83],"large":[77],"general-domain":[78],"text-only":[79],"MT":[80],"corpora.":[81],"report":[84],"state-of-the-art":[85],"results":[86],"on":[87],"Multi30k":[89],"set.":[91]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":9},{"year":2024,"cited_by_count":11},{"year":2023,"cited_by_count":19},{"year":2022,"cited_by_count":23},{"year":2021,"cited_by_count":37},{"year":2020,"cited_by_count":24},{"year":2019,"cited_by_count":28},{"year":2018,"cited_by_count":20},{"year":2017,"cited_by_count":15}],"updated_date":"2026-04-13T07:58:08.660418","created_date":"2025-10-10T00:00:00"}
