{"id":"https://openalex.org/W4254982219","doi":"https://doi.org/10.18653/v1/d19-6402","title":"Aligning Multilingual Word Embeddings for Cross-Modal Retrieval Task","display_name":"Aligning Multilingual Word Embeddings for Cross-Modal Retrieval Task","publication_year":2019,"publication_date":"2019-01-01","ids":{"openalex":"https://openalex.org/W4254982219","doi":"https://doi.org/10.18653/v1/d19-6402"},"language":"en","primary_location":{"id":"doi:10.18653/v1/d19-6402","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/d19-6402","pdf_url":"https://www.aclweb.org/anthology/D19-6402.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 Beyond Vision and LANguage: inTEgrating Real-world kNowledge (LANTERN)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.aclweb.org/anthology/D19-6402.pdf","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5003287416","display_name":"Alireza Mohammadshahi","orcid":null},"institutions":[{"id":"https://openalex.org/I4210102939","display_name":"IAP Research (United States)","ror":"https://ror.org/018k5nw16","country_code":"US","type":"company","lineage":["https://openalex.org/I4210102939"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Alireza Mohammadshahi","raw_affiliation_strings":["IDIAP Research Inst. EPFL"],"affiliations":[{"raw_affiliation_string":"IDIAP Research Inst. EPFL","institution_ids":["https://openalex.org/I4210102939"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043919763","display_name":"R\u00e9mi Lebret","orcid":"https://orcid.org/0000-0001-5439-7574"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"R\u00e9mi Lebret","raw_affiliation_strings":["EPFL"],"affiliations":[{"raw_affiliation_string":"EPFL","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5001443156","display_name":"Karl Aberer","orcid":"https://orcid.org/0000-0003-3005-7342"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Karl Aberer","raw_affiliation_strings":["EPFL"],"affiliations":[{"raw_affiliation_string":"EPFL","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5003287416"],"corresponding_institution_ids":["https://openalex.org/I4210102939"],"apc_list":null,"apc_paid":null,"fwci":0.3037,"has_fulltext":true,"cited_by_count":5,"citation_normalized_percentile":{"value":0.63230784,"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":"11","last_page":"17"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11714","display_name":"Multimodal Machine Learning Applications","score":0.9994999766349792,"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":0.9994999766349792,"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/T10181","display_name":"Natural Language Processing Techniques","score":0.9921000003814697,"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":0.9833999872207642,"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":0.861829400062561},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.6796425580978394},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6421833038330078},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.634685754776001},{"id":"https://openalex.org/keywords/embedding","display_name":"Embedding","score":0.5798535346984863},{"id":"https://openalex.org/keywords/word","display_name":"Word (group theory)","score":0.5499333143234253},{"id":"https://openalex.org/keywords/similarity","display_name":"Similarity (geometry)","score":0.5445348620414734},{"id":"https://openalex.org/keywords/matching","display_name":"Matching (statistics)","score":0.5050013661384583},{"id":"https://openalex.org/keywords/german","display_name":"German","score":0.49457547068595886},{"id":"https://openalex.org/keywords/generalization","display_name":"Generalization","score":0.4780077040195465},{"id":"https://openalex.org/keywords/modal","display_name":"Modal","score":0.4493541717529297},{"id":"https://openalex.org/keywords/word-embedding","display_name":"Word embedding","score":0.43742096424102783},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.39805173873901367},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.3235170245170593},{"id":"https://openalex.org/keywords/linguistics","display_name":"Linguistics","score":0.11821380257606506}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.861829400062561},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.6796425580978394},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6421833038330078},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.634685754776001},{"id":"https://openalex.org/C41608201","wikidata":"https://www.wikidata.org/wiki/Q980509","display_name":"Embedding","level":2,"score":0.5798535346984863},{"id":"https://openalex.org/C90805587","wikidata":"https://www.wikidata.org/wiki/Q10944557","display_name":"Word (group theory)","level":2,"score":0.5499333143234253},{"id":"https://openalex.org/C103278499","wikidata":"https://www.wikidata.org/wiki/Q254465","display_name":"Similarity (geometry)","level":3,"score":0.5445348620414734},{"id":"https://openalex.org/C165064840","wikidata":"https://www.wikidata.org/wiki/Q1321061","display_name":"Matching (statistics)","level":2,"score":0.5050013661384583},{"id":"https://openalex.org/C154775046","wikidata":"https://www.wikidata.org/wiki/Q188","display_name":"German","level":2,"score":0.49457547068595886},{"id":"https://openalex.org/C177148314","wikidata":"https://www.wikidata.org/wiki/Q170084","display_name":"Generalization","level":2,"score":0.4780077040195465},{"id":"https://openalex.org/C71139939","wikidata":"https://www.wikidata.org/wiki/Q910194","display_name":"Modal","level":2,"score":0.4493541717529297},{"id":"https://openalex.org/C2777462759","wikidata":"https://www.wikidata.org/wiki/Q18395344","display_name":"Word embedding","level":3,"score":0.43742096424102783},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.39805173873901367},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.3235170245170593},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.11821380257606506},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0},{"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/C188027245","wikidata":"https://www.wikidata.org/wiki/Q750446","display_name":"Polymer chemistry","level":1,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","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/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.18653/v1/d19-6402","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/d19-6402","pdf_url":"https://www.aclweb.org/anthology/D19-6402.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 Beyond Vision and LANguage: inTEgrating Real-world kNowledge (LANTERN)","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.18653/v1/d19-6402","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/d19-6402","pdf_url":"https://www.aclweb.org/anthology/D19-6402.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 Beyond Vision and LANguage: inTEgrating Real-world kNowledge (LANTERN)","raw_type":"proceedings-article"},"sustainable_development_goals":[{"display_name":"Quality Education","score":0.8199999928474426,"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/W4254982219.pdf","grobid_xml":"https://content.openalex.org/works/W4254982219.grobid-xml"},"referenced_works_count":37,"referenced_works":["https://openalex.org/W22168010","https://openalex.org/W68733909","https://openalex.org/W165283731","https://openalex.org/W1486723856","https://openalex.org/W1527575280","https://openalex.org/W1533303231","https://openalex.org/W1542713999","https://openalex.org/W1811254738","https://openalex.org/W1861492603","https://openalex.org/W1905882502","https://openalex.org/W1947481528","https://openalex.org/W2112912048","https://openalex.org/W2123024445","https://openalex.org/W2126725946","https://openalex.org/W2149557440","https://openalex.org/W2194775991","https://openalex.org/W2252200119","https://openalex.org/W2282219577","https://openalex.org/W2293344577","https://openalex.org/W2509282593","https://openalex.org/W2509490957","https://openalex.org/W2552579943","https://openalex.org/W2575842049","https://openalex.org/W2606473278","https://openalex.org/W2737766105","https://openalex.org/W2739181657","https://openalex.org/W2891896107","https://openalex.org/W2963084599","https://openalex.org/W2963324994","https://openalex.org/W2963496089","https://openalex.org/W2963778889","https://openalex.org/W2963909453","https://openalex.org/W4297732549","https://openalex.org/W4298393544","https://openalex.org/W4299579390","https://openalex.org/W4299801216","https://openalex.org/W4385245566"],"related_works":["https://openalex.org/W4288407670","https://openalex.org/W947140380","https://openalex.org/W2911655849","https://openalex.org/W4286432911","https://openalex.org/W4230884544","https://openalex.org/W4245453790","https://openalex.org/W3194985222","https://openalex.org/W3216571906","https://openalex.org/W4214830338","https://openalex.org/W4287599800"],"abstract_inverted_index":{"In":[0],"this":[1],"paper,":[2],"we":[3],"propose":[4],"a":[5,36],"new":[6],"approach":[7,57],"to":[8,29],"learn":[9],"multimodal":[10,75],"multilingual":[11,76],"embeddings":[12,46],"for":[13,80],"matching":[14],"images":[15,31],"and":[16,32,66,70,85,88,92],"their":[17],"relevant":[18],"captions":[19,33,87],"in":[20,35,50,64],"two":[21,25],"languages.":[22],"We":[23,53],"combine":[24],"existing":[26,48],"objective":[27],"functions":[28],"make":[30],"close":[34],"joint":[37],"embedding":[38],"space":[39],"while":[40],"adapting":[41],"the":[42],"alignment":[43],"of":[44],"word":[45],"between":[47],"languages":[49],"our":[51,56],"model.":[52],"show":[54],"that":[55],"enables":[58],"better":[59],"generalization,":[60],"achieving":[61],"state-of-the-art":[62],"performance":[63],"text-to-image":[65],"image-to-text":[67],"retrieval":[68],"task,":[69],"caption-caption":[71],"similarity":[72],"task.":[73],"Two":[74],"datasets":[77],"are":[78],"used":[79],"evaluation:":[81],"Multi30k":[82],"with":[83,90],"German":[84],"English":[86,91],"Microsoft-COCO":[89],"Japanese":[93],"captions.":[94]},"counts_by_year":[{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
