{"id":"https://openalex.org/W2460720124","doi":"https://doi.org/10.18653/v1/n16-1083","title":"Bilingual Word Embeddings from Parallel and Non-parallel Corpora for Cross-Language Text Classification","display_name":"Bilingual Word Embeddings from Parallel and Non-parallel Corpora for Cross-Language Text Classification","publication_year":2016,"publication_date":"2016-01-01","ids":{"openalex":"https://openalex.org/W2460720124","doi":"https://doi.org/10.18653/v1/n16-1083","mag":"2460720124"},"language":"en","primary_location":{"id":"doi:10.18653/v1/n16-1083","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/n16-1083","pdf_url":"https://www.aclweb.org/anthology/N16-1083.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 of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.aclweb.org/anthology/N16-1083.pdf","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5081210463","display_name":"Aditya Mogadala","orcid":"https://orcid.org/0000-0001-7004-5798"},"institutions":[{"id":"https://openalex.org/I102335020","display_name":"Karlsruhe Institute of Technology","ror":"https://ror.org/04t3en479","country_code":"DE","type":"education","lineage":["https://openalex.org/I102335020","https://openalex.org/I1305996414"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Aditya Mogadala","raw_affiliation_strings":["Institute AIFB Karlsruhe Institute of Technology Karlsruhe, Germany"],"affiliations":[{"raw_affiliation_string":"Institute AIFB Karlsruhe Institute of Technology Karlsruhe, Germany","institution_ids":["https://openalex.org/I102335020"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5000758128","display_name":"Achim Rettinger","orcid":"https://orcid.org/0000-0003-4950-1167"},"institutions":[{"id":"https://openalex.org/I102335020","display_name":"Karlsruhe Institute of Technology","ror":"https://ror.org/04t3en479","country_code":"DE","type":"education","lineage":["https://openalex.org/I102335020","https://openalex.org/I1305996414"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Achim Rettinger","raw_affiliation_strings":["Institute AIFB Karlsruhe Institute of Technology Karlsruhe, Germany"],"affiliations":[{"raw_affiliation_string":"Institute AIFB Karlsruhe Institute of Technology Karlsruhe, Germany","institution_ids":["https://openalex.org/I102335020"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5081210463"],"corresponding_institution_ids":["https://openalex.org/I102335020"],"apc_list":null,"apc_paid":null,"fwci":14.1351,"has_fulltext":true,"cited_by_count":80,"citation_normalized_percentile":{"value":0.98809437,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":100},"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","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/T10028","display_name":"Topic Modeling","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/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/T11550","display_name":"Text and Document Classification Technologies","score":0.998199999332428,"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":0.8227238655090332},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.7407153844833374},{"id":"https://openalex.org/keywords/word","display_name":"Word (group theory)","score":0.715735912322998},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6444244384765625},{"id":"https://openalex.org/keywords/parallel-corpora","display_name":"Parallel corpora","score":0.5980662107467651},{"id":"https://openalex.org/keywords/linguistics","display_name":"Linguistics","score":0.2518983483314514},{"id":"https://openalex.org/keywords/machine-translation","display_name":"Machine translation","score":0.2166229486465454}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8227238655090332},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.7407153844833374},{"id":"https://openalex.org/C90805587","wikidata":"https://www.wikidata.org/wiki/Q10944557","display_name":"Word (group theory)","level":2,"score":0.715735912322998},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6444244384765625},{"id":"https://openalex.org/C2985367798","wikidata":"https://www.wikidata.org/wiki/Q1346592","display_name":"Parallel corpora","level":3,"score":0.5980662107467651},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.2518983483314514},{"id":"https://openalex.org/C203005215","wikidata":"https://www.wikidata.org/wiki/Q79798","display_name":"Machine translation","level":2,"score":0.2166229486465454},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.18653/v1/n16-1083","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/n16-1083","pdf_url":"https://www.aclweb.org/anthology/N16-1083.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 of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.18653/v1/n16-1083","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/n16-1083","pdf_url":"https://www.aclweb.org/anthology/N16-1083.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 of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies","raw_type":"proceedings-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","score":0.5899999737739563,"display_name":"Quality Education"}],"awards":[{"id":"https://openalex.org/G3829048491","display_name":null,"funder_award_id":"FP7/2007-2013","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G3981126665","display_name":null,"funder_award_id":"Seventh Framework Programme","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G5593277320","display_name":null,"funder_award_id":"2007-2013","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G5702163051","display_name":null,"funder_award_id":"FP7/2007","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G8512293987","display_name":"xLiMe \u2013 crossLingual crossMedia knowledge extraction","funder_award_id":"611346","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"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2460720124.pdf","grobid_xml":"https://content.openalex.org/works/W2460720124.grobid-xml"},"referenced_works_count":60,"referenced_works":["https://openalex.org/W227436660","https://openalex.org/W336359994","https://openalex.org/W342285082","https://openalex.org/W1523296404","https://openalex.org/W1614298861","https://openalex.org/W1828724394","https://openalex.org/W1889268436","https://openalex.org/W1979711143","https://openalex.org/W2008652694","https://openalex.org/W2011266813","https://openalex.org/W2033593667","https://openalex.org/W2057069782","https://openalex.org/W2111068739","https://openalex.org/W2112544000","https://openalex.org/W2118090838","https://openalex.org/W2122825543","https://openalex.org/W2123261262","https://openalex.org/W2125972593","https://openalex.org/W2126725946","https://openalex.org/W2131462252","https://openalex.org/W2131744502","https://openalex.org/W2137623122","https://openalex.org/W2138107145","https://openalex.org/W2142074148","https://openalex.org/W2144945507","https://openalex.org/W2150102617","https://openalex.org/W2157331557","https://openalex.org/W2158199200","https://openalex.org/W2158899491","https://openalex.org/W2160061993","https://openalex.org/W2161453060","https://openalex.org/W2171068337","https://openalex.org/W2174706414","https://openalex.org/W2174932614","https://openalex.org/W2179647599","https://openalex.org/W2196897294","https://openalex.org/W2217916860","https://openalex.org/W2250539671","https://openalex.org/W2250904672","https://openalex.org/W2251033195","https://openalex.org/W2251345617","https://openalex.org/W2251765408","https://openalex.org/W2251771443","https://openalex.org/W2251805974","https://openalex.org/W2251877085","https://openalex.org/W2252153787","https://openalex.org/W2252212383","https://openalex.org/W2293547632","https://openalex.org/W2295584157","https://openalex.org/W2295781714","https://openalex.org/W2950194079","https://openalex.org/W2950577311","https://openalex.org/W2952037945","https://openalex.org/W2952230511","https://openalex.org/W2963216505","https://openalex.org/W2963324994","https://openalex.org/W2998704965","https://openalex.org/W3143980388","https://openalex.org/W4285719527","https://openalex.org/W6602120790"],"related_works":["https://openalex.org/W3192589309","https://openalex.org/W4298129735","https://openalex.org/W3123064333","https://openalex.org/W2143927888","https://openalex.org/W2242707303","https://openalex.org/W2757753881","https://openalex.org/W1718341272","https://openalex.org/W2123678043","https://openalex.org/W2125885330","https://openalex.org/W2902262852"],"abstract_inverted_index":{"In":[0],"many":[1],"languages,":[2],"sparse":[3],"availability":[4,28],"of":[5,18,29,73],"resources":[6],"causes":[7],"numerous":[8],"challenges":[9],"for":[10],"textual":[11],"analysis":[12,93],"tasks.":[13,113],"Text":[14],"classification":[15,48,96,112],"is":[16,23],"one":[17],"such":[19],"standard":[20],"tasks":[21],"that":[22,95],"hindered":[24],"due":[25],"to":[26,42,51,66,87],"limited":[27],"label":[30,38],"information":[31],"in":[32],"lowresource":[33],"languages.":[34],"Transferring":[35],"knowledge":[36],"(i.e.":[37,71],"information)":[39],"from":[40,79],"high-resource":[41],"low-resource":[43],"languages":[44],"might":[45],"improve":[46],"text":[47,90,111],"as":[49],"compared":[50],"the":[52],"other":[53,104],"approaches":[54],"like":[55],"machine":[56],"translation.":[57],"We":[58],"introduce":[59],"BRAVE":[60],"(Bilingual":[61],"paRAgraph":[62],"VEctors),":[63],"a":[64],"model":[65],"learn":[67],"bilingual":[68,101],"distributed":[69],"representations":[70],"embeddings)":[72],"words":[74],"without":[75],"word":[76],"alignments":[77],"either":[78],"sentencealigned":[80],"parallel":[81],"or":[82],"label-aligned":[83],"non-parallel":[84],"document":[85],"corpora":[86],"support":[88],"cross-language":[89],"classification.":[91],"Empirical":[92],"shows":[94],"models":[97],"trained":[98],"with":[99],"our":[100],"embeddings":[102],"outperforms":[103],"stateof-the-art":[105],"systems":[106],"on":[107],"three":[108],"different":[109],"crosslanguage":[110]},"counts_by_year":[{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":9},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":15},{"year":2020,"cited_by_count":11},{"year":2019,"cited_by_count":11},{"year":2018,"cited_by_count":15},{"year":2017,"cited_by_count":3},{"year":2016,"cited_by_count":3}],"updated_date":"2026-04-10T15:06:20.359241","created_date":"2025-10-10T00:00:00"}
