{"id":"https://openalex.org/W4224932909","doi":"https://doi.org/10.1109/icassp43922.2022.9746120","title":"Wasserstein Cross-Lingual Alignment For Named Entity Recognition","display_name":"Wasserstein Cross-Lingual Alignment For Named Entity Recognition","publication_year":2022,"publication_date":"2022-04-27","ids":{"openalex":"https://openalex.org/W4224932909","doi":"https://doi.org/10.1109/icassp43922.2022.9746120"},"language":"en","primary_location":{"id":"doi:10.1109/icassp43922.2022.9746120","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp43922.2022.9746120","pdf_url":null,"source":{"id":"https://openalex.org/S4363607702","display_name":"ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100431428","display_name":"Rui Wang","orcid":"https://orcid.org/0009-0002-0753-7794"},"institutions":[{"id":"https://openalex.org/I170897317","display_name":"Duke University","ror":"https://ror.org/00py81415","country_code":"US","type":"education","lineage":["https://openalex.org/I170897317"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Rui Wang","raw_affiliation_strings":["Duke University"],"affiliations":[{"raw_affiliation_string":"Duke University","institution_ids":["https://openalex.org/I170897317"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5056639842","display_name":"Ricardo Henao","orcid":"https://orcid.org/0000-0003-4980-845X"},"institutions":[{"id":"https://openalex.org/I170897317","display_name":"Duke University","ror":"https://ror.org/00py81415","country_code":"US","type":"education","lineage":["https://openalex.org/I170897317"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ricardo Henao","raw_affiliation_strings":["Duke University"],"affiliations":[{"raw_affiliation_string":"Duke University","institution_ids":["https://openalex.org/I170897317"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5100431428"],"corresponding_institution_ids":["https://openalex.org/I170897317"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.02133161,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"47","issue":null,"first_page":"8342","last_page":"8346"},"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":0.9993000030517578,"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/T11714","display_name":"Multimodal Machine Learning Applications","score":0.9865999817848206,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/named-entity-recognition","display_name":"Named-entity recognition","score":0.8179277181625366},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.783676266670227},{"id":"https://openalex.org/keywords/leverage","display_name":"Leverage (statistics)","score":0.7609250545501709},{"id":"https://openalex.org/keywords/security-token","display_name":"Security token","score":0.7438765168190002},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.6179853081703186},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5521454215049744},{"id":"https://openalex.org/keywords/entity-linking","display_name":"Entity linking","score":0.4990372657775879},{"id":"https://openalex.org/keywords/resource","display_name":"Resource (disambiguation)","score":0.43234962224960327},{"id":"https://openalex.org/keywords/knowledge-base","display_name":"Knowledge base","score":0.1793261170387268},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.07123228907585144}],"concepts":[{"id":"https://openalex.org/C2779135771","wikidata":"https://www.wikidata.org/wiki/Q403574","display_name":"Named-entity recognition","level":3,"score":0.8179277181625366},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.783676266670227},{"id":"https://openalex.org/C153083717","wikidata":"https://www.wikidata.org/wiki/Q6535263","display_name":"Leverage (statistics)","level":2,"score":0.7609250545501709},{"id":"https://openalex.org/C48145219","wikidata":"https://www.wikidata.org/wiki/Q1335365","display_name":"Security token","level":2,"score":0.7438765168190002},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.6179853081703186},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5521454215049744},{"id":"https://openalex.org/C96711827","wikidata":"https://www.wikidata.org/wiki/Q17012245","display_name":"Entity linking","level":3,"score":0.4990372657775879},{"id":"https://openalex.org/C206345919","wikidata":"https://www.wikidata.org/wiki/Q20380951","display_name":"Resource (disambiguation)","level":2,"score":0.43234962224960327},{"id":"https://openalex.org/C4554734","wikidata":"https://www.wikidata.org/wiki/Q593744","display_name":"Knowledge base","level":2,"score":0.1793261170387268},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.07123228907585144},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.0},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.0},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icassp43922.2022.9746120","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp43922.2022.9746120","pdf_url":null,"source":{"id":"https://openalex.org/S4363607702","display_name":"ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4","score":0.5799999833106995}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":28,"referenced_works":["https://openalex.org/W2148708890","https://openalex.org/W2318909563","https://openalex.org/W2757931423","https://openalex.org/W2768282280","https://openalex.org/W2896457183","https://openalex.org/W2911489562","https://openalex.org/W2950797315","https://openalex.org/W2952768586","https://openalex.org/W2970849641","https://openalex.org/W2970854433","https://openalex.org/W2971105085","https://openalex.org/W2995118574","https://openalex.org/W2997124358","https://openalex.org/W3021663125","https://openalex.org/W3034708897","https://openalex.org/W3037865115","https://openalex.org/W3102425047","https://openalex.org/W3170611326","https://openalex.org/W4206471589","https://openalex.org/W4288093580","https://openalex.org/W6682026795","https://openalex.org/W6746052068","https://openalex.org/W6755207826","https://openalex.org/W6759348602","https://openalex.org/W6769220912","https://openalex.org/W6771606970","https://openalex.org/W6779579431","https://openalex.org/W6784928963"],"related_works":["https://openalex.org/W2593907245","https://openalex.org/W3107474891","https://openalex.org/W2405038964","https://openalex.org/W2251316131","https://openalex.org/W4224932909","https://openalex.org/W2892445531","https://openalex.org/W4225268771","https://openalex.org/W3002472320","https://openalex.org/W2810280135","https://openalex.org/W3174068771"],"abstract_inverted_index":{"Supervised":[0],"training":[1],"of":[2,12,90],"Named":[3],"Entity":[4],"Recognition":[5],"(NER)":[6],"models":[7,51],"generally":[8],"require":[9],"large":[10],"amounts":[11],"annotations,":[13],"which":[14],"are":[15],"hardly":[16],"available":[17],"for":[18,52,76,80,128],"less":[19,64],"widely":[20],"used":[21],"(low":[22],"resource)":[23],"languages,":[24,86],"e.g.,":[25,46],"Armenian":[26],"and":[27,113],"Dutch.":[28],"Therefore,":[29],"it":[30],"will":[31],"be":[32,59],"desirable":[33],"if":[34],"we":[35,72,97],"could":[36,58],"leverage":[37],"knowledge":[38,82],"extracted":[39],"from":[40,83,111],"a":[41],"high":[42],"resource":[43,55],"language":[44],"(source),":[45],"English,":[47],"so":[48],"that":[49,119],"NER":[50,132],"the":[53,88,103,107],"low":[54],"languages":[56],"(target)":[57],"trained":[60],"more":[61],"efficiently":[62],"with":[63,67],"cost":[65],"associated":[66],"annotations.":[68],"In":[69],"this":[70],"paper,":[71],"study":[73],"cross-lingual":[74,129],"alignment":[75,89,130],"NER,":[77],"an":[78],"approach":[79],"transferring":[81],"high-to":[84],"low-resource":[85],"via":[87],"token":[91,109],"embeddings":[92,110],"between":[93,106],"different":[94],"languages.":[95,115],"Specifically,":[96],"propose":[98],"to":[99],"align":[100],"by":[101],"minimizing":[102],"Wasserstein":[104],"distance":[105],"contextualized":[108],"source":[112],"target":[114],"Experimental":[116],"results":[117],"show":[118],"our":[120],"method":[121],"yields":[122],"improved":[123],"performance":[124],"over":[125],"existing":[126],"works":[127],"in":[131],"tasks.":[133]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
