{"id":"https://openalex.org/W3015354748","doi":"https://doi.org/10.1007/978-3-030-58548-8_12","title":"Learning to Scale Multilingual Representations for Vision-Language Tasks","display_name":"Learning to Scale Multilingual Representations for Vision-Language Tasks","publication_year":2020,"publication_date":"2020-01-01","ids":{"openalex":"https://openalex.org/W3015354748","doi":"https://doi.org/10.1007/978-3-030-58548-8_12","mag":"3015354748"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-58548-8_12","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-58548-8_12","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"preprint","indexed_in":["arxiv","crossref","datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2004.04312","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5037337441","display_name":"Andrea Burns","orcid":"https://orcid.org/0009-0003-0942-570X"},"institutions":[{"id":"https://openalex.org/I111088046","display_name":"Boston University","ror":"https://ror.org/05qwgg493","country_code":"US","type":"education","lineage":["https://openalex.org/I111088046"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Andrea Burns","raw_affiliation_strings":["Boston University, Boston, MA, 02215, USA","Boston Univ"],"affiliations":[{"raw_affiliation_string":"Boston University, Boston, MA, 02215, USA","institution_ids":["https://openalex.org/I111088046"]},{"raw_affiliation_string":"Boston Univ","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100454683","display_name":"Donghyun Kim","orcid":"https://orcid.org/0000-0002-7132-4454"},"institutions":[{"id":"https://openalex.org/I111088046","display_name":"Boston University","ror":"https://ror.org/05qwgg493","country_code":"US","type":"education","lineage":["https://openalex.org/I111088046"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Donghyun Kim","raw_affiliation_strings":["Boston University, Boston, MA, 02215, USA","Boston Univ"],"affiliations":[{"raw_affiliation_string":"Boston University, Boston, MA, 02215, USA","institution_ids":["https://openalex.org/I111088046"]},{"raw_affiliation_string":"Boston Univ","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027174211","display_name":"Derry Wijaya","orcid":"https://orcid.org/0000-0002-0848-4703"},"institutions":[{"id":"https://openalex.org/I111088046","display_name":"Boston University","ror":"https://ror.org/05qwgg493","country_code":"US","type":"education","lineage":["https://openalex.org/I111088046"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Derry Wijaya","raw_affiliation_strings":["Boston University, Boston, MA, 02215, USA","Boston Univ"],"affiliations":[{"raw_affiliation_string":"Boston University, Boston, MA, 02215, USA","institution_ids":["https://openalex.org/I111088046"]},{"raw_affiliation_string":"Boston Univ","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075906727","display_name":"Kate Saenko","orcid":"https://orcid.org/0000-0002-7564-7218"},"institutions":[{"id":"https://openalex.org/I111088046","display_name":"Boston University","ror":"https://ror.org/05qwgg493","country_code":"US","type":"education","lineage":["https://openalex.org/I111088046"]},{"id":"https://openalex.org/I1341412227","display_name":"IBM (United States)","ror":"https://ror.org/05hh8d621","country_code":"US","type":"company","lineage":["https://openalex.org/I1341412227"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Kate Saenko","raw_affiliation_strings":["Boston University, Boston, MA, 02215, USA","MIT-IBM Watson AI Lab, Cambridge, MA, 02142, USA","Boston Univ"],"affiliations":[{"raw_affiliation_string":"Boston University, Boston, MA, 02215, USA","institution_ids":["https://openalex.org/I111088046"]},{"raw_affiliation_string":"MIT-IBM Watson AI Lab, Cambridge, MA, 02142, USA","institution_ids":["https://openalex.org/I1341412227"]},{"raw_affiliation_string":"Boston Univ","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5061227594","display_name":"Bryan A. Plummer","orcid":"https://orcid.org/0000-0002-7074-3219"},"institutions":[{"id":"https://openalex.org/I111088046","display_name":"Boston University","ror":"https://ror.org/05qwgg493","country_code":"US","type":"education","lineage":["https://openalex.org/I111088046"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Bryan A. Plummer","raw_affiliation_strings":["Boston University, Boston, MA, 02215, USA","Boston Univ"],"affiliations":[{"raw_affiliation_string":"Boston University, Boston, MA, 02215, USA","institution_ids":["https://openalex.org/I111088046"]},{"raw_affiliation_string":"Boston Univ","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5037337441"],"corresponding_institution_ids":["https://openalex.org/I111088046"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":2.6459,"has_fulltext":false,"cited_by_count":21,"citation_normalized_percentile":{"value":0.92699832,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"197","last_page":"213"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11714","display_name":"Multimodal Machine Learning Applications","score":1.0,"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"}},"topics":[{"id":"https://openalex.org/T11714","display_name":"Multimodal Machine Learning Applications","score":1.0,"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/T11307","display_name":"Domain Adaptation and Few-Shot Learning","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/T10028","display_name":"Topic Modeling","score":0.9983000159263611,"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/computer-science","display_name":"Computer science","score":0.8741030097007751},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.729251503944397},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6295692920684814},{"id":"https://openalex.org/keywords/machine-translation","display_name":"Machine translation","score":0.5821377635002136},{"id":"https://openalex.org/keywords/language-model","display_name":"Language model","score":0.5616368055343628},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.5169907808303833},{"id":"https://openalex.org/keywords/vocabulary","display_name":"Vocabulary","score":0.5150146484375},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.4953371584415436},{"id":"https://openalex.org/keywords/sentence","display_name":"Sentence","score":0.4838253855705261},{"id":"https://openalex.org/keywords/multilingualism","display_name":"Multilingualism","score":0.4679974913597107},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.46580439805984497},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.464415967464447},{"id":"https://openalex.org/keywords/word","display_name":"Word (group theory)","score":0.4562060534954071},{"id":"https://openalex.org/keywords/consistency","display_name":"Consistency (knowledge bases)","score":0.44337892532348633},{"id":"https://openalex.org/keywords/linguistics","display_name":"Linguistics","score":0.1395154893398285}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8741030097007751},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.729251503944397},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6295692920684814},{"id":"https://openalex.org/C203005215","wikidata":"https://www.wikidata.org/wiki/Q79798","display_name":"Machine translation","level":2,"score":0.5821377635002136},{"id":"https://openalex.org/C137293760","wikidata":"https://www.wikidata.org/wiki/Q3621696","display_name":"Language model","level":2,"score":0.5616368055343628},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5169907808303833},{"id":"https://openalex.org/C2777601683","wikidata":"https://www.wikidata.org/wiki/Q6499736","display_name":"Vocabulary","level":2,"score":0.5150146484375},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.4953371584415436},{"id":"https://openalex.org/C2777530160","wikidata":"https://www.wikidata.org/wiki/Q41796","display_name":"Sentence","level":2,"score":0.4838253855705261},{"id":"https://openalex.org/C2780035574","wikidata":"https://www.wikidata.org/wiki/Q30081","display_name":"Multilingualism","level":2,"score":0.4679974913597107},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.46580439805984497},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.464415967464447},{"id":"https://openalex.org/C90805587","wikidata":"https://www.wikidata.org/wiki/Q10944557","display_name":"Word (group theory)","level":2,"score":0.4562060534954071},{"id":"https://openalex.org/C2776436953","wikidata":"https://www.wikidata.org/wiki/Q5163215","display_name":"Consistency (knowledge bases)","level":2,"score":0.44337892532348633},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.1395154893398285},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"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/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0}],"mesh":[],"locations_count":6,"locations":[{"id":"doi:10.1007/978-3-030-58548-8_12","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-58548-8_12","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},{"id":"pmh:oai:null:2144/42930","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-58548-8","pdf_url":null,"source":{"id":"https://openalex.org/S4306402384","display_name":"OpenBU (Boston University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I111088046","host_organization_name":"Boston University","host_organization_lineage":["https://openalex.org/I111088046"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":null,"raw_type":"Article"},{"id":"pmh:oai:null:2144/43499","is_oa":false,"landing_page_url":"https://arxiv.org/abs/2004.04312","pdf_url":null,"source":{"id":"https://openalex.org/S4306402384","display_name":"OpenBU (Boston University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I111088046","host_organization_name":"Boston University","host_organization_lineage":["https://openalex.org/I111088046"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":null,"raw_type":"Article"},{"id":"pmh:oai:arXiv.org:2004.04312","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2004.04312","pdf_url":"https://arxiv.org/pdf/2004.04312","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"text"},{"id":"mag:3015354748","is_oa":true,"landing_page_url":"http://export.arxiv.org/pdf/2004.04312","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"arXiv (Cornell University)","raw_type":null},{"id":"doi:10.48550/arxiv.2004.04312","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2004.04312","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2004.04312","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2004.04312","pdf_url":"https://arxiv.org/pdf/2004.04312","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"text"},"sustainable_development_goals":[{"score":0.8199999928474426,"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":57,"referenced_works":["https://openalex.org/W569478347","https://openalex.org/W1773149199","https://openalex.org/W1861492603","https://openalex.org/W1931795219","https://openalex.org/W1933349210","https://openalex.org/W2027461913","https://openalex.org/W2108598243","https://openalex.org/W2157331557","https://openalex.org/W2185175083","https://openalex.org/W2194775991","https://openalex.org/W2251512949","https://openalex.org/W2277195237","https://openalex.org/W2345720230","https://openalex.org/W2493916176","https://openalex.org/W2509490957","https://openalex.org/W2560730294","https://openalex.org/W2561995736","https://openalex.org/W2594021297","https://openalex.org/W2606473278","https://openalex.org/W2613718673","https://openalex.org/W2745461083","https://openalex.org/W2752172973","https://openalex.org/W2758129972","https://openalex.org/W2903343986","https://openalex.org/W2919290281","https://openalex.org/W2939455697","https://openalex.org/W2948384082","https://openalex.org/W2949650786","https://openalex.org/W2950761309","https://openalex.org/W2952638691","https://openalex.org/W2963115613","https://openalex.org/W2963118869","https://openalex.org/W2963331233","https://openalex.org/W2963341956","https://openalex.org/W2963403868","https://openalex.org/W2963496089","https://openalex.org/W2963527096","https://openalex.org/W2963540523","https://openalex.org/W2963909453","https://openalex.org/W2963993537","https://openalex.org/W2968124245","https://openalex.org/W2969876226","https://openalex.org/W2970049541","https://openalex.org/W2970231061","https://openalex.org/W2970608575","https://openalex.org/W2970854433","https://openalex.org/W2991118492","https://openalex.org/W2991208183","https://openalex.org/W2991651591","https://openalex.org/W2995015695","https://openalex.org/W2997786945","https://openalex.org/W3177525997","https://openalex.org/W4310895557","https://openalex.org/W6600159499","https://openalex.org/W6600617704","https://openalex.org/W6600737549","https://openalex.org/W6739901393"],"related_works":["https://openalex.org/W2963341956","https://openalex.org/W3097619042","https://openalex.org/W2997786945","https://openalex.org/W2964121744","https://openalex.org/W2963403868","https://openalex.org/W2886641317","https://openalex.org/W2963527096","https://openalex.org/W2963496089","https://openalex.org/W2884476676","https://openalex.org/W2185175083","https://openalex.org/W1889081078","https://openalex.org/W2970608575","https://openalex.org/W2963331233","https://openalex.org/W2606473278","https://openalex.org/W3051275803","https://openalex.org/W2947015347","https://openalex.org/W2583219169","https://openalex.org/W3160324151","https://openalex.org/W2946451995","https://openalex.org/W2895414369"],"abstract_inverted_index":null,"counts_by_year":[{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":18},{"year":2020,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2022-05-12T00:00:00"}