{"id":"https://openalex.org/W2949759300","doi":"https://doi.org/10.18653/v1/p19-1236","title":"Cross-Domain NER using Cross-Domain Language Modeling","display_name":"Cross-Domain NER using Cross-Domain Language Modeling","publication_year":2019,"publication_date":"2019-01-01","ids":{"openalex":"https://openalex.org/W2949759300","doi":"https://doi.org/10.18653/v1/p19-1236","mag":"2949759300"},"language":"en","primary_location":{"id":"doi:10.18653/v1/p19-1236","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/p19-1236","pdf_url":"https://www.aclweb.org/anthology/P19-1236.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 57th Annual Meeting of the Association for Computational Linguistics","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.aclweb.org/anthology/P19-1236.pdf","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100416039","display_name":"Jia Chen","orcid":"https://orcid.org/0009-0005-0957-1744"},"institutions":[{"id":"https://openalex.org/I24943067","display_name":"Fudan University","ror":"https://ror.org/013q1eq08","country_code":"CN","type":"education","lineage":["https://openalex.org/I24943067"]},{"id":"https://openalex.org/I3133055985","display_name":"Westlake University","ror":"https://ror.org/05hfa4n20","country_code":"CN","type":"education","lineage":["https://openalex.org/I3133055985"]},{"id":"https://openalex.org/I4210137766","display_name":"Institute for Advanced Study","ror":"https://ror.org/03xg85719","country_code":"DE","type":"facility","lineage":["https://openalex.org/I4210137766"]},{"id":"https://openalex.org/I9224756","display_name":"Northeastern University","ror":"https://ror.org/03awzbc87","country_code":"CN","type":"education","lineage":["https://openalex.org/I9224756"]}],"countries":["CN","DE"],"is_corresponding":true,"raw_author_name":"Chen Jia","raw_affiliation_strings":["3Natural Language Processing Lab, Northeastern University, China","\u2021School of Engineering, Westlake University, China","\u2020Fudan University, China","\u00a7Institute of Advanced Technology, Westlake Institute for Advanced Study"],"affiliations":[{"raw_affiliation_string":"3Natural Language Processing Lab, Northeastern University, China","institution_ids":["https://openalex.org/I9224756"]},{"raw_affiliation_string":"\u2021School of Engineering, Westlake University, China","institution_ids":["https://openalex.org/I3133055985"]},{"raw_affiliation_string":"\u2020Fudan University, China","institution_ids":["https://openalex.org/I24943067"]},{"raw_affiliation_string":"\u00a7Institute of Advanced Technology, Westlake Institute for Advanced Study","institution_ids":["https://openalex.org/I4210137766"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102023923","display_name":"Xiaobo Liang","orcid":"https://orcid.org/0009-0001-1550-2877"},"institutions":[{"id":"https://openalex.org/I24943067","display_name":"Fudan University","ror":"https://ror.org/013q1eq08","country_code":"CN","type":"education","lineage":["https://openalex.org/I24943067"]},{"id":"https://openalex.org/I3133055985","display_name":"Westlake University","ror":"https://ror.org/05hfa4n20","country_code":"CN","type":"education","lineage":["https://openalex.org/I3133055985"]},{"id":"https://openalex.org/I4210137766","display_name":"Institute for Advanced Study","ror":"https://ror.org/03xg85719","country_code":"DE","type":"facility","lineage":["https://openalex.org/I4210137766"]},{"id":"https://openalex.org/I9224756","display_name":"Northeastern University","ror":"https://ror.org/03awzbc87","country_code":"CN","type":"education","lineage":["https://openalex.org/I9224756"]}],"countries":["CN","DE"],"is_corresponding":false,"raw_author_name":"Xiaobo Liang","raw_affiliation_strings":["\u2020Fudan University, China","3Natural Language Processing Lab, Northeastern University, China","\u2021School of Engineering, Westlake University, China","\u00a7Institute of Advanced Technology, Westlake Institute for Advanced Study"],"affiliations":[{"raw_affiliation_string":"\u2020Fudan University, China","institution_ids":["https://openalex.org/I24943067"]},{"raw_affiliation_string":"3Natural Language Processing Lab, Northeastern University, China","institution_ids":["https://openalex.org/I9224756"]},{"raw_affiliation_string":"\u2021School of Engineering, Westlake University, China","institution_ids":["https://openalex.org/I3133055985"]},{"raw_affiliation_string":"\u00a7Institute of Advanced Technology, Westlake Institute for Advanced Study","institution_ids":["https://openalex.org/I4210137766"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100333729","display_name":"Yue Zhang","orcid":"https://orcid.org/0000-0002-5214-2268"},"institutions":[{"id":"https://openalex.org/I24943067","display_name":"Fudan University","ror":"https://ror.org/013q1eq08","country_code":"CN","type":"education","lineage":["https://openalex.org/I24943067"]},{"id":"https://openalex.org/I3133055985","display_name":"Westlake University","ror":"https://ror.org/05hfa4n20","country_code":"CN","type":"education","lineage":["https://openalex.org/I3133055985"]},{"id":"https://openalex.org/I4210137766","display_name":"Institute for Advanced Study","ror":"https://ror.org/03xg85719","country_code":"DE","type":"facility","lineage":["https://openalex.org/I4210137766"]},{"id":"https://openalex.org/I9224756","display_name":"Northeastern University","ror":"https://ror.org/03awzbc87","country_code":"CN","type":"education","lineage":["https://openalex.org/I9224756"]}],"countries":["CN","DE"],"is_corresponding":false,"raw_author_name":"Yue Zhang","raw_affiliation_strings":["\u2020Fudan University, China","3Natural Language Processing Lab, Northeastern University, China","\u00a7Institute of Advanced Technology, Westlake Institute for Advanced Study","\u2021School of Engineering, Westlake University, China"],"affiliations":[{"raw_affiliation_string":"\u2020Fudan University, China","institution_ids":["https://openalex.org/I24943067"]},{"raw_affiliation_string":"3Natural Language Processing Lab, Northeastern University, China","institution_ids":["https://openalex.org/I9224756"]},{"raw_affiliation_string":"\u00a7Institute of Advanced Technology, Westlake Institute for Advanced Study","institution_ids":["https://openalex.org/I4210137766"]},{"raw_affiliation_string":"\u2021School of Engineering, Westlake University, China","institution_ids":["https://openalex.org/I3133055985"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5100416039"],"corresponding_institution_ids":["https://openalex.org/I24943067","https://openalex.org/I3133055985","https://openalex.org/I4210137766","https://openalex.org/I9224756"],"apc_list":null,"apc_paid":null,"fwci":9.8265,"has_fulltext":true,"cited_by_count":121,"citation_normalized_percentile":{"value":0.98409134,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"2464","last_page":"2474"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","score":0.9998000264167786,"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":0.9998000264167786,"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/T11307","display_name":"Domain Adaptation and Few-Shot Learning","score":0.9976000189781189,"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":0.9829999804496765,"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":0.8017777800559998},{"id":"https://openalex.org/keywords/domain-adaptation","display_name":"Domain adaptation","score":0.745175838470459},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.7113390564918518},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5920307636260986},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.563762903213501},{"id":"https://openalex.org/keywords/named-entity-recognition","display_name":"Named-entity recognition","score":0.5548563003540039},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.4719494879245758},{"id":"https://openalex.org/keywords/labeled-data","display_name":"Labeled data","score":0.4199889600276947},{"id":"https://openalex.org/keywords/adaptation","display_name":"Adaptation (eye)","score":0.41775065660476685},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3560965061187744},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.0945177674293518}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8017777800559998},{"id":"https://openalex.org/C2776434776","wikidata":"https://www.wikidata.org/wiki/Q19246213","display_name":"Domain adaptation","level":3,"score":0.745175838470459},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.7113390564918518},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5920307636260986},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.563762903213501},{"id":"https://openalex.org/C2779135771","wikidata":"https://www.wikidata.org/wiki/Q403574","display_name":"Named-entity recognition","level":3,"score":0.5548563003540039},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.4719494879245758},{"id":"https://openalex.org/C2776145971","wikidata":"https://www.wikidata.org/wiki/Q30673951","display_name":"Labeled data","level":2,"score":0.4199889600276947},{"id":"https://openalex.org/C139807058","wikidata":"https://www.wikidata.org/wiki/Q352374","display_name":"Adaptation (eye)","level":2,"score":0.41775065660476685},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3560965061187744},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0945177674293518},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","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/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.18653/v1/p19-1236","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/p19-1236","pdf_url":"https://www.aclweb.org/anthology/P19-1236.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 57th Annual Meeting of the Association for Computational Linguistics","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.18653/v1/p19-1236","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/p19-1236","pdf_url":"https://www.aclweb.org/anthology/P19-1236.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 57th Annual Meeting of the Association for Computational Linguistics","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G7651818231","display_name":null,"funder_award_id":"61572245","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2949759300.pdf","grobid_xml":"https://content.openalex.org/works/W2949759300.grobid-xml"},"referenced_works_count":38,"referenced_works":["https://openalex.org/W1731081199","https://openalex.org/W1994913251","https://openalex.org/W2042188227","https://openalex.org/W2100664567","https://openalex.org/W2117130368","https://openalex.org/W2120354757","https://openalex.org/W2144578941","https://openalex.org/W2153579005","https://openalex.org/W2158899491","https://openalex.org/W2250539671","https://openalex.org/W2252070015","https://openalex.org/W2296283641","https://openalex.org/W2592170186","https://openalex.org/W2593538687","https://openalex.org/W2604986524","https://openalex.org/W2615487675","https://openalex.org/W2743028754","https://openalex.org/W2769084352","https://openalex.org/W2804777280","https://openalex.org/W2808393080","https://openalex.org/W2888456631","https://openalex.org/W2890494294","https://openalex.org/W2950938254","https://openalex.org/W2952087486","https://openalex.org/W2952230511","https://openalex.org/W2962739339","https://openalex.org/W2962902328","https://openalex.org/W2963024368","https://openalex.org/W2963040309","https://openalex.org/W2963186636","https://openalex.org/W2963625095","https://openalex.org/W2963641259","https://openalex.org/W2963682821","https://openalex.org/W2963706742","https://openalex.org/W2964052092","https://openalex.org/W2964084097","https://openalex.org/W2964352358","https://openalex.org/W4294170691"],"related_works":["https://openalex.org/W4389474468","https://openalex.org/W2983934248","https://openalex.org/W1605730749","https://openalex.org/W3093912612","https://openalex.org/W4300172004","https://openalex.org/W3037747687","https://openalex.org/W4382318276","https://openalex.org/W4310925487","https://openalex.org/W3006421644","https://openalex.org/W3035557009"],"abstract_inverted_index":{"Due":[0],"to":[1],"limitation":[2],"of":[3,25,37],"labeled":[4,26],"resources,":[5],"crossdomain":[6,68,91],"named":[7],"entity":[8],"recognition":[9],"(NER)":[10],"has":[11],"been":[12],"a":[13,20,60,75],"challenging":[14],"task.":[15],"Most":[16],"existing":[17],"work":[18],"considers":[19],"supervised":[21,104],"setting,":[22],"making":[23],"use":[24],"data":[27],"for":[28,45,63],"both":[29],"the":[30],"source":[31],"and":[32,69],"target":[33],"domains.":[34],"A":[35],"disadvantage":[36],"such":[38],"methods":[39],"is":[40],"that":[41,82],"they":[42],"cannot":[43],"train":[44],"domains":[46],"without":[47],"NER":[48,64],"data.":[49],"To":[50],"address":[51],"this":[52],"issue,":[53],"we":[54],"consider":[55],"using":[56],"cross-domain":[57],"LM":[58,92],"as":[59],"bridge":[61],"cross-domains":[62],"domain":[65,88,96,105],"adaptation,":[66],"performing":[67],"cross-task":[70],"knowledge":[71],"transfer":[72],"by":[73],"designing":[74],"novel":[76],"parameter":[77],"generation":[78],"network.":[79],"Results":[80],"show":[81],"our":[83],"method":[84],"can":[85],"effectively":[86],"extract":[87],"differences":[89],"from":[90],"contrast,":[93],"allowing":[94],"unsupervised":[95],"adaptation":[97,106],"while":[98],"also":[99],"giving":[100],"state-ofthe-art":[101],"results":[102],"among":[103],"methods.":[107]},"counts_by_year":[{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":17},{"year":2023,"cited_by_count":31},{"year":2022,"cited_by_count":20},{"year":2021,"cited_by_count":24},{"year":2020,"cited_by_count":23},{"year":2019,"cited_by_count":1}],"updated_date":"2026-04-10T15:06:20.359241","created_date":"2025-10-10T00:00:00"}