{"id":"https://openalex.org/W2561995736","doi":"https://doi.org/10.18653/v1/d16-1250","title":"Learning principled bilingual mappings of word embeddings while preserving monolingual invariance","display_name":"Learning principled bilingual mappings of word embeddings while preserving monolingual invariance","publication_year":2016,"publication_date":"2016-01-01","ids":{"openalex":"https://openalex.org/W2561995736","doi":"https://doi.org/10.18653/v1/d16-1250","mag":"2561995736"},"language":"en","primary_location":{"id":"doi:10.18653/v1/d16-1250","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/d16-1250","pdf_url":"https://www.aclweb.org/anthology/D16-1250.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 2016 Conference on Empirical Methods in Natural\n          Language Processing","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.aclweb.org/anthology/D16-1250.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5023341622","display_name":"Mikel Artetxe","orcid":null},"institutions":[{"id":"https://openalex.org/I169108374","display_name":"University of the Basque Country","ror":"https://ror.org/000xsnr85","country_code":"ES","type":"education","lineage":["https://openalex.org/I169108374"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"Mikel Artetxe","raw_affiliation_strings":["IXA NLP Group, University of the Basque Country (UPV/EHU)"],"affiliations":[{"raw_affiliation_string":"IXA NLP Group, University of the Basque Country (UPV/EHU)","institution_ids":["https://openalex.org/I169108374"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037338094","display_name":"Gorka Labaka","orcid":"https://orcid.org/0000-0003-4611-2502"},"institutions":[{"id":"https://openalex.org/I169108374","display_name":"University of the Basque Country","ror":"https://ror.org/000xsnr85","country_code":"ES","type":"education","lineage":["https://openalex.org/I169108374"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Gorka Labaka","raw_affiliation_strings":["IXA NLP Group, University of the Basque Country (UPV/EHU)"],"affiliations":[{"raw_affiliation_string":"IXA NLP Group, University of the Basque Country (UPV/EHU)","institution_ids":["https://openalex.org/I169108374"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5047151336","display_name":"Eneko Agirre","orcid":"https://orcid.org/0000-0002-0195-4899"},"institutions":[{"id":"https://openalex.org/I169108374","display_name":"University of the Basque Country","ror":"https://ror.org/000xsnr85","country_code":"ES","type":"education","lineage":["https://openalex.org/I169108374"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Eneko Agirre","raw_affiliation_strings":["IXA NLP Group, University of the Basque Country (UPV/EHU)"],"affiliations":[{"raw_affiliation_string":"IXA NLP Group, University of the Basque Country (UPV/EHU)","institution_ids":["https://openalex.org/I169108374"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5023341622"],"corresponding_institution_ids":["https://openalex.org/I169108374"],"apc_list":null,"apc_paid":null,"fwci":70.2336,"has_fulltext":true,"cited_by_count":393,"citation_normalized_percentile":{"value":0.9989401,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"2289","last_page":"2294"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","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/T10028","display_name":"Topic Modeling","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/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/T10201","display_name":"Speech Recognition and Synthesis","score":0.9973999857902527,"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/word","display_name":"Word (group theory)","score":0.7371001243591309},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7237932085990906},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.6824007630348206},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5709115266799927},{"id":"https://openalex.org/keywords/linguistics","display_name":"Linguistics","score":0.326321542263031}],"concepts":[{"id":"https://openalex.org/C90805587","wikidata":"https://www.wikidata.org/wiki/Q10944557","display_name":"Word (group theory)","level":2,"score":0.7371001243591309},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7237932085990906},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.6824007630348206},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5709115266799927},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.326321542263031},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.18653/v1/d16-1250","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/d16-1250","pdf_url":"https://www.aclweb.org/anthology/D16-1250.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 2016 Conference on Empirical Methods in Natural\n          Language Processing","raw_type":"proceedings-article"},{"id":"pmh:oai:addi.ehu.eus:10810/69994","is_oa":true,"landing_page_url":"http://hdl.handle.net/10810/69994","pdf_url":null,"source":{"id":"https://openalex.org/S4306401964","display_name":"Communities in ADDI (University of the Basque Country)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I169108374","host_organization_name":"University of the Basque Country","host_organization_lineage":["https://openalex.org/I169108374"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":{"id":"doi:10.18653/v1/d16-1250","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/d16-1250","pdf_url":"https://www.aclweb.org/anthology/D16-1250.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 2016 Conference on Empirical Methods in Natural\n          Language Processing","raw_type":"proceedings-article"},"sustainable_development_goals":[{"display_name":"Quality Education","score":0.7300000190734863,"id":"https://metadata.un.org/sdg/4"}],"awards":[{"id":"https://openalex.org/G4531677044","display_name":null,"funder_award_id":"grant","funder_id":"https://openalex.org/F4320321837","funder_display_name":"Ministerio de Econom\u00eda y Competitividad"}],"funders":[{"id":"https://openalex.org/F4320321764","display_name":"Ministerio de Educaci\u00f3n, Cultura y Deporte","ror":"https://ror.org/03nc27g21"},{"id":"https://openalex.org/F4320321837","display_name":"Ministerio de Econom\u00eda y Competitividad","ror":"https://ror.org/034900433"},{"id":"https://openalex.org/F4320338370","display_name":"FP7 Information and Communication Technologies","ror":null}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2561995736.pdf","grobid_xml":"https://content.openalex.org/works/W2561995736.grobid-xml"},"referenced_works_count":19,"referenced_works":["https://openalex.org/W342285082","https://openalex.org/W1542713999","https://openalex.org/W1614298861","https://openalex.org/W2118090838","https://openalex.org/W2126725946","https://openalex.org/W2144945507","https://openalex.org/W2158199200","https://openalex.org/W2250646737","https://openalex.org/W2251765408","https://openalex.org/W2293547632","https://openalex.org/W2294774419","https://openalex.org/W2295584157","https://openalex.org/W2295781714","https://openalex.org/W2567058318","https://openalex.org/W2950194079","https://openalex.org/W2950577311","https://openalex.org/W2950682695","https://openalex.org/W2952037945","https://openalex.org/W2963061446"],"related_works":["https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W2376932109","https://openalex.org/W2382290278","https://openalex.org/W2350741829","https://openalex.org/W2130043461","https://openalex.org/W2530322880","https://openalex.org/W3192589309"],"abstract_inverted_index":{"Mapping":[0],"word":[1],"embeddings":[2],"of":[3],"different":[4],"languages":[5],"into":[6,21],"a":[7,18,22,25,31,42,50],"single":[8],"space":[9,20],"has":[10],"multiple":[11],"applications.":[12],"In":[13,45],"order":[14],"to":[15,29,61],"map":[16],"from":[17],"source":[19],"target":[23],"space,":[24],"common":[26],"approach":[27],"is":[28],"learn":[30,62],"linear":[32,65],"mapping":[33],"that":[34,52],"minimizes":[35],"the":[36,63,69],"distances":[37],"between":[38],"equivalences":[39],"listed":[40],"in":[41,73,80],"bilingual":[43,71],"dictionary.":[44],"this":[46],"paper,":[47],"we":[48],"propose":[49],"framework":[51],"generalizes":[53],"previous":[54],"work,":[55],"provides":[56],"an":[57,81],"efficient":[58],"exact":[59],"method":[60],"optimal":[64],"transformation":[66],"and":[67],"yields":[68],"best":[70],"results":[72],"translation":[74],"induction":[75],"while":[76],"preserving":[77],"monolingual":[78],"performance":[79],"analogy":[82],"task.":[83]},"counts_by_year":[{"year":2025,"cited_by_count":10},{"year":2024,"cited_by_count":14},{"year":2023,"cited_by_count":28},{"year":2022,"cited_by_count":30},{"year":2021,"cited_by_count":56},{"year":2020,"cited_by_count":97},{"year":2019,"cited_by_count":82},{"year":2018,"cited_by_count":60},{"year":2017,"cited_by_count":15},{"year":2016,"cited_by_count":1}],"updated_date":"2026-04-10T15:06:20.359241","created_date":"2017-01-06T00:00:00"}
