{"id":"https://openalex.org/W4384642434","doi":"https://doi.org/10.1145/3539618.3591757","title":"Representation and Labeling Gap Bridging for Cross-lingual Named Entity Recognition","display_name":"Representation and Labeling Gap Bridging for Cross-lingual Named Entity Recognition","publication_year":2023,"publication_date":"2023-07-18","ids":{"openalex":"https://openalex.org/W4384642434","doi":"https://doi.org/10.1145/3539618.3591757"},"language":"en","primary_location":{"id":"doi:10.1145/3539618.3591757","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3539618.3591757","pdf_url":null,"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 46th International ACM SIGIR Conference on Research and Development in Information Retrieval","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1145/3539618.3591757","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100730856","display_name":"Xinghua Zhang","orcid":"https://orcid.org/0000-0001-6954-5605"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210156404","display_name":"Institute of Information Engineering","ror":"https://ror.org/04r53se39","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210156404"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xinghua Zhang","raw_affiliation_strings":["Institute of Information Engineering, Chinese Academy of Sciences &amp; School of Cyber Security, UCAS, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0001-6954-5605","affiliations":[{"raw_affiliation_string":"Institute of Information Engineering, Chinese Academy of Sciences &amp; School of Cyber Security, UCAS, Beijing, China","institution_ids":["https://openalex.org/I19820366","https://openalex.org/I4210156404"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100604886","display_name":"Bowen Yu","orcid":"https://orcid.org/0000-0002-6804-1859"},"institutions":[{"id":"https://openalex.org/I45928872","display_name":"Alibaba Group (China)","ror":"https://ror.org/00k642b80","country_code":"CN","type":"company","lineage":["https://openalex.org/I45928872"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bowen Yu","raw_affiliation_strings":["DAMO Academy, Alibaba Group, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0002-6804-1859","affiliations":[{"raw_affiliation_string":"DAMO Academy, Alibaba Group, Beijing, China","institution_ids":["https://openalex.org/I45928872"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017144784","display_name":"Jiangxia Cao","orcid":"https://orcid.org/0000-0003-2681-0119"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210156404","display_name":"Institute of Information Engineering","ror":"https://ror.org/04r53se39","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210156404"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiangxia Cao","raw_affiliation_strings":["Institute of Information Engineering, Chinese Academy of Sciences &amp; School of Cyber Security, UCAS, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0003-2681-0119","affiliations":[{"raw_affiliation_string":"Institute of Information Engineering, Chinese Academy of Sciences &amp; School of Cyber Security, UCAS, Beijing, China","institution_ids":["https://openalex.org/I19820366","https://openalex.org/I4210156404"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035591149","display_name":"Quangang Li","orcid":"https://orcid.org/0000-0003-4005-7717"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210156404","display_name":"Institute of Information Engineering","ror":"https://ror.org/04r53se39","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210156404"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Quangang Li","raw_affiliation_strings":["Institute of Information Engineering, Chinese Academy of Sciences, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0003-4005-7717","affiliations":[{"raw_affiliation_string":"Institute of Information Engineering, Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I19820366","https://openalex.org/I4210156404"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084230035","display_name":"Xuebin Wang","orcid":"https://orcid.org/0000-0002-3487-2830"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210156404","display_name":"Institute of Information Engineering","ror":"https://ror.org/04r53se39","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210156404"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xuebin Wang","raw_affiliation_strings":["Institute of Information Engineering, Chinese Academy of Sciences, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0002-3487-2830","affiliations":[{"raw_affiliation_string":"Institute of Information Engineering, Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I19820366","https://openalex.org/I4210156404"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103214505","display_name":"Tingwen Liu","orcid":"https://orcid.org/0000-0003-0487-0751"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210156404","display_name":"Institute of Information Engineering","ror":"https://ror.org/04r53se39","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210156404"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tingwen Liu","raw_affiliation_strings":["Institute of Information Engineering, Chinese Academy of Sciences, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0003-0487-0751","affiliations":[{"raw_affiliation_string":"Institute of Information Engineering, Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I19820366","https://openalex.org/I4210156404"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101790956","display_name":"Hongbo Xu","orcid":"https://orcid.org/0000-0001-7594-3140"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210156404","display_name":"Institute of Information Engineering","ror":"https://ror.org/04r53se39","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210156404"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hongbo Xu","raw_affiliation_strings":["Institute of Information Engineering, Chinese Academy of Sciences, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0001-7594-3140","affiliations":[{"raw_affiliation_string":"Institute of Information Engineering, Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I19820366","https://openalex.org/I4210156404"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1230","last_page":"1240"},"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":0.9987999796867371,"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":0.9926000237464905,"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/computer-science","display_name":"Computer science","score":0.8729428648948669},{"id":"https://openalex.org/keywords/bridging","display_name":"Bridging (networking)","score":0.8172918558120728},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.7725670337677002},{"id":"https://openalex.org/keywords/named-entity-recognition","display_name":"Named-entity recognition","score":0.7331873774528503},{"id":"https://openalex.org/keywords/entity-linking","display_name":"Entity linking","score":0.6863747835159302},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.618282675743103},{"id":"https://openalex.org/keywords/sequence-labeling","display_name":"Sequence labeling","score":0.5738792419433594},{"id":"https://openalex.org/keywords/transferability","display_name":"Transferability","score":0.5554018020629883},{"id":"https://openalex.org/keywords/sentence","display_name":"Sentence","score":0.5073060393333435},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.47114792466163635},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.36773914098739624},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.13634809851646423},{"id":"https://openalex.org/keywords/knowledge-base","display_name":"Knowledge base","score":0.13625332713127136}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8729428648948669},{"id":"https://openalex.org/C174348530","wikidata":"https://www.wikidata.org/wiki/Q188635","display_name":"Bridging (networking)","level":2,"score":0.8172918558120728},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.7725670337677002},{"id":"https://openalex.org/C2779135771","wikidata":"https://www.wikidata.org/wiki/Q403574","display_name":"Named-entity recognition","level":3,"score":0.7331873774528503},{"id":"https://openalex.org/C96711827","wikidata":"https://www.wikidata.org/wiki/Q17012245","display_name":"Entity linking","level":3,"score":0.6863747835159302},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.618282675743103},{"id":"https://openalex.org/C35639132","wikidata":"https://www.wikidata.org/wiki/Q7452468","display_name":"Sequence labeling","level":3,"score":0.5738792419433594},{"id":"https://openalex.org/C61272859","wikidata":"https://www.wikidata.org/wiki/Q7834031","display_name":"Transferability","level":3,"score":0.5554018020629883},{"id":"https://openalex.org/C2777530160","wikidata":"https://www.wikidata.org/wiki/Q41796","display_name":"Sentence","level":2,"score":0.5073060393333435},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.47114792466163635},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.36773914098739624},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.13634809851646423},{"id":"https://openalex.org/C4554734","wikidata":"https://www.wikidata.org/wiki/Q593744","display_name":"Knowledge base","level":2,"score":0.13625332713127136},{"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/C140331021","wikidata":"https://www.wikidata.org/wiki/Q1868104","display_name":"Logit","level":2,"score":0.0},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"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/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3539618.3591757","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3539618.3591757","pdf_url":null,"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 46th International ACM SIGIR Conference on Research and Development in Information Retrieval","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3539618.3591757","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3539618.3591757","pdf_url":null,"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 46th International ACM SIGIR Conference on Research and Development in Information Retrieval","raw_type":"proceedings-article"},"sustainable_development_goals":[{"score":0.5600000023841858,"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":43,"referenced_works":["https://openalex.org/W1555867349","https://openalex.org/W2098700435","https://openalex.org/W2514249165","https://openalex.org/W2560939934","https://openalex.org/W2734693922","https://openalex.org/W2742113707","https://openalex.org/W2750779823","https://openalex.org/W2757931423","https://openalex.org/W2774343269","https://openalex.org/W2808481912","https://openalex.org/W2889191148","https://openalex.org/W2951221758","https://openalex.org/W2962804657","https://openalex.org/W2964114970","https://openalex.org/W2964520675","https://openalex.org/W2997124358","https://openalex.org/W2998448492","https://openalex.org/W3021663125","https://openalex.org/W3034708897","https://openalex.org/W3034902017","https://openalex.org/W3035513921","https://openalex.org/W3100436891","https://openalex.org/W3105011057","https://openalex.org/W3152771138","https://openalex.org/W3152908328","https://openalex.org/W3155625103","https://openalex.org/W3161463965","https://openalex.org/W3166051255","https://openalex.org/W3169035567","https://openalex.org/W3173825844","https://openalex.org/W3174709555","https://openalex.org/W3176602994","https://openalex.org/W3200209027","https://openalex.org/W3200253633","https://openalex.org/W3206351511","https://openalex.org/W4214648418","https://openalex.org/W4224240992","https://openalex.org/W4238846128","https://openalex.org/W4239019441","https://openalex.org/W4252110927","https://openalex.org/W4284706228","https://openalex.org/W4285298768","https://openalex.org/W4385573720"],"related_works":["https://openalex.org/W2186562580","https://openalex.org/W3198729192","https://openalex.org/W4255258373","https://openalex.org/W2593907245","https://openalex.org/W3000685722","https://openalex.org/W2520117834","https://openalex.org/W4399418584","https://openalex.org/W2530283981","https://openalex.org/W2792659145","https://openalex.org/W4300474194"],"abstract_inverted_index":{"Cross-lingual":[0],"Named":[1],"Entity":[2],"Recognition":[3],"(NER)":[4],"aims":[5],"to":[6,31,42,90,115,144],"address":[7,81],"the":[8,49,63,95,103,117,146,160],"challenge":[9],"of":[10,51,54,73,78,97,148,162],"data":[11],"scarcity":[12],"in":[13,57,76,121],"low-resource":[14],"languages":[15],"by":[16],"leveraging":[17],"knowledge":[18],"from":[19],"high-resource":[20],"languages.":[21],"Most":[22],"current":[23],"work":[24],"relies":[25],"on":[26,154],"general":[27],"multilingual":[28],"language":[29,58,118,157],"models":[30],"represent":[32],"text,":[33],"and":[34,60,68,99,137,139],"then":[35,140],"uses":[36],"classic":[37],"combined":[38],"tagging":[39],"(e.g.,":[40],"B-ORG)":[41],"annotate":[43],"entities;":[44],"However,":[45],"this":[46],"approach":[47],"neglects":[48],"lack":[50],"cross-lingual":[52,123,149],"alignment":[53],"entity":[55,66,135,150],"representations":[56],"models,":[59],"also":[61],"ignores":[62],"fact":[64],"that":[65],"spans":[67],"types":[69],"have":[70],"varying":[71],"levels":[72],"labeling":[74,100],"difficulty":[75,147],"terms":[77],"transferability.":[79],"To":[80],"these":[82],"challenges,":[83],"we":[84],"propose":[85],"a":[86,127],"novel":[87],"framework,":[88],"referred":[89],"as":[91],"DLBri,":[92],"which":[93,132],"addresses":[94],"issues":[96],"representation":[98],"simultaneously.":[101],"Specifically,":[102],"proposed":[104],"framework":[105],"utilizes":[106],"progressive":[107],"contrastive":[108],"learning":[109],"with":[110],"source-to-target":[111],"oriented":[112],"sentence":[113],"pairs":[114,158],"pre-finetune":[116],"model,":[119],"resulting":[120],"improved":[122],"entity-aware":[124],"representations.":[125],"Additionally,":[126],"decomposition-then-combination":[128],"procedure":[129],"is":[130],"proposed,":[131],"separately":[133],"transfers":[134],"span":[136],"type,":[138],"combines":[141],"their":[142],"information,":[143],"reduce":[145],"labeling.":[151],"Extensive":[152],"experiments":[153],"13":[155],"diverse":[156],"confirm":[159],"effectiveness":[161],"DLBri.":[163]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":3}],"updated_date":"2026-07-22T07:51:19.307946","created_date":"2025-10-10T00:00:00"}
