{"id":"https://openalex.org/W2798762751","doi":"https://doi.org/10.18653/v1/p18-2035","title":"A Multi-task Approach to Learning Multilingual Representations","display_name":"A Multi-task Approach to Learning Multilingual Representations","publication_year":2018,"publication_date":"2018-01-01","ids":{"openalex":"https://openalex.org/W2798762751","doi":"https://doi.org/10.18653/v1/p18-2035","mag":"2798762751"},"language":"en","primary_location":{"id":"doi:10.18653/v1/p18-2035","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/p18-2035","pdf_url":"https://www.aclweb.org/anthology/P18-2035.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 56th Annual Meeting of the Association for Computational Linguistics (Volume 2: Short 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/P18-2035.pdf","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5017498707","display_name":"Karan Singla","orcid":"https://orcid.org/0000-0002-2735-8673"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Karan Singla","raw_affiliation_strings":["Department of Computer Science"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112207449","display_name":"Do\u011fan Can","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Dogan Can","raw_affiliation_strings":["Department of Computer Science"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5010028928","display_name":"Shrikanth Narayanan","orcid":"https://orcid.org/0000-0002-1052-6204"},"institutions":[{"id":"https://openalex.org/I1174212","display_name":"University of Southern California","ror":"https://ror.org/03taz7m60","country_code":"US","type":"education","lineage":["https://openalex.org/I1174212"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Shrikanth Narayanan","raw_affiliation_strings":["Department of Computer Science","Department of Electrical Engineering University of Southern California, Los Angeles, USA"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science","institution_ids":[]},{"raw_affiliation_string":"Department of Electrical Engineering University of Southern California, Los Angeles, USA","institution_ids":["https://openalex.org/I1174212"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5017498707"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.9319,"has_fulltext":true,"cited_by_count":23,"citation_normalized_percentile":{"value":0.92819567,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"214","last_page":"220"},"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/T11550","display_name":"Text and Document Classification Technologies","score":0.9939000010490417,"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":0.8669002056121826},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.7475153803825378},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.7345513105392456},{"id":"https://openalex.org/keywords/sentence","display_name":"Sentence","score":0.6977056264877319},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6668102145195007},{"id":"https://openalex.org/keywords/vocabulary","display_name":"Vocabulary","score":0.5968040227890015},{"id":"https://openalex.org/keywords/similarity","display_name":"Similarity (geometry)","score":0.517227292060852},{"id":"https://openalex.org/keywords/word","display_name":"Word (group theory)","score":0.47757890820503235},{"id":"https://openalex.org/keywords/multilingualism","display_name":"Multilingualism","score":0.47736406326293945},{"id":"https://openalex.org/keywords/linguistics","display_name":"Linguistics","score":0.21070381999015808}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8669002056121826},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.7475153803825378},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.7345513105392456},{"id":"https://openalex.org/C2777530160","wikidata":"https://www.wikidata.org/wiki/Q41796","display_name":"Sentence","level":2,"score":0.6977056264877319},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6668102145195007},{"id":"https://openalex.org/C2777601683","wikidata":"https://www.wikidata.org/wiki/Q6499736","display_name":"Vocabulary","level":2,"score":0.5968040227890015},{"id":"https://openalex.org/C103278499","wikidata":"https://www.wikidata.org/wiki/Q254465","display_name":"Similarity (geometry)","level":3,"score":0.517227292060852},{"id":"https://openalex.org/C90805587","wikidata":"https://www.wikidata.org/wiki/Q10944557","display_name":"Word (group theory)","level":2,"score":0.47757890820503235},{"id":"https://openalex.org/C2780035574","wikidata":"https://www.wikidata.org/wiki/Q30081","display_name":"Multilingualism","level":2,"score":0.47736406326293945},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.21070381999015808},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"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/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"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":1,"locations":[{"id":"doi:10.18653/v1/p18-2035","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/p18-2035","pdf_url":"https://www.aclweb.org/anthology/P18-2035.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 56th Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers)","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.18653/v1/p18-2035","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/p18-2035","pdf_url":"https://www.aclweb.org/anthology/P18-2035.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 56th Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers)","raw_type":"proceedings-article"},"sustainable_development_goals":[{"score":0.800000011920929,"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education"}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2798762751.pdf","grobid_xml":"https://content.openalex.org/works/W2798762751.grobid-xml"},"referenced_works_count":38,"referenced_works":["https://openalex.org/W22168010","https://openalex.org/W342285082","https://openalex.org/W1486649854","https://openalex.org/W1522301498","https://openalex.org/W1591801644","https://openalex.org/W1782560969","https://openalex.org/W1828724394","https://openalex.org/W1899504021","https://openalex.org/W2064675550","https://openalex.org/W2113459411","https://openalex.org/W2131744502","https://openalex.org/W2133564696","https://openalex.org/W2140679639","https://openalex.org/W2142074148","https://openalex.org/W2153579005","https://openalex.org/W2158899491","https://openalex.org/W2250539671","https://openalex.org/W2250861254","https://openalex.org/W2251033195","https://openalex.org/W2251047310","https://openalex.org/W2251765408","https://openalex.org/W2251805974","https://openalex.org/W2460720124","https://openalex.org/W2470673105","https://openalex.org/W2550821151","https://openalex.org/W2626534681","https://openalex.org/W2734330123","https://openalex.org/W2951184134","https://openalex.org/W2952037945","https://openalex.org/W2952230511","https://openalex.org/W2962779279","https://openalex.org/W2963672008","https://openalex.org/W2963918774","https://openalex.org/W2964084097","https://openalex.org/W2964121744","https://openalex.org/W2964308564","https://openalex.org/W4285719527","https://openalex.org/W4294170691"],"related_works":["https://openalex.org/W1963723338","https://openalex.org/W2184668184","https://openalex.org/W2253282186","https://openalex.org/W3214446561","https://openalex.org/W4206622819","https://openalex.org/W2085602515","https://openalex.org/W194123568","https://openalex.org/W4286484893","https://openalex.org/W2028917710","https://openalex.org/W1997182898"],"abstract_inverted_index":{"We":[0,77],"present":[1],"a":[2,24,30,53,71,86],"novel":[3],"multi-task":[4],"modeling":[5],"approach":[6],"to":[7,47],"learning":[8],"multilingual":[9,25,49],"distributed":[10],"representations":[11],"of":[12,60,82],"text.":[13],"Our":[14,35,65],"system":[15],"learns":[16],"word":[17],"and":[18,42],"sentence":[19,32,43],"embeddings":[20],"jointly":[21],"by":[22],"training":[23],"skipgram":[26],"model":[27,66],"together":[28],"with":[29],"cross-lingual":[31],"similarity":[33],"model.":[34],"architecture":[36],"can":[37],"transparently":[38],"use":[39],"both":[40],"monolingual":[41],"aligned":[44],"bilingual":[45,62],"corpora":[46,63],"learn":[48],"embeddings,":[50],"thus":[51],"covering":[52],"vocabulary":[54,59],"significantly":[55],"larger":[56],"than":[57],"the":[58,61,80],"alone.":[64],"shows":[67],"competitive":[68],"performance":[69],"in":[70,85],"standard":[72],"crosslingual":[73],"document":[74],"classification":[75],"task.":[76],"also":[78],"show":[79],"effectiveness":[81],"our":[83],"method":[84],"limited":[87],"resource":[88],"scenario.":[89]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":5},{"year":2020,"cited_by_count":5},{"year":2019,"cited_by_count":7},{"year":2018,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
