{"id":"https://openalex.org/W4221154429","doi":"https://doi.org/10.21437/interspeech.2022-839","title":"mcBERT: Momentum Contrastive Learning with BERT for Zero-Shot Slot Filling","display_name":"mcBERT: Momentum Contrastive Learning with BERT for Zero-Shot Slot Filling","publication_year":2022,"publication_date":"2022-09-16","ids":{"openalex":"https://openalex.org/W4221154429","doi":"https://doi.org/10.21437/interspeech.2022-839"},"language":"en","primary_location":{"id":"doi:10.21437/interspeech.2022-839","is_oa":false,"landing_page_url":"https://doi.org/10.21437/interspeech.2022-839","pdf_url":null,"source":{"id":"https://openalex.org/S4363604309","display_name":"Interspeech 2022","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":"Interspeech 2022","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/A5009632316","display_name":"Seong-Hwan Heo","orcid":null},"institutions":[{"id":"https://openalex.org/I4210164862","display_name":"Artificial Intelligence in Medicine (Canada)","ror":"https://ror.org/05p590m36","country_code":"CA","type":"company","lineage":["https://openalex.org/I4210164862"]}],"countries":["CA"],"is_corresponding":true,"raw_author_name":"Seong-Hwan Heo","raw_affiliation_strings":["Graduate School of Artificial Intelligence,"],"affiliations":[{"raw_affiliation_string":"Graduate School of Artificial Intelligence,","institution_ids":["https://openalex.org/I4210164862"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079051574","display_name":"WonKee Lee","orcid":null},"institutions":[{"id":"https://openalex.org/I123900574","display_name":"Pohang University of Science and Technology","ror":"https://ror.org/04xysgw12","country_code":"KR","type":"education","lineage":["https://openalex.org/I123900574"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"WonKee Lee","raw_affiliation_strings":["Department of Computer Science and Engineering, Pohang University of Science and Technology (POSTECH), Republic of Korea"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Pohang University of Science and Technology (POSTECH), Republic of Korea","institution_ids":["https://openalex.org/I123900574"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101532821","display_name":"Jong-Hyeok Lee","orcid":"https://orcid.org/0000-0002-9584-856X"},"institutions":[{"id":"https://openalex.org/I4210164862","display_name":"Artificial Intelligence in Medicine (Canada)","ror":"https://ror.org/05p590m36","country_code":"CA","type":"company","lineage":["https://openalex.org/I4210164862"]},{"id":"https://openalex.org/I123900574","display_name":"Pohang University of Science and Technology","ror":"https://ror.org/04xysgw12","country_code":"KR","type":"education","lineage":["https://openalex.org/I123900574"]}],"countries":["CA","KR"],"is_corresponding":false,"raw_author_name":"Jong-Hyeok Lee","raw_affiliation_strings":["Graduate School of Artificial Intelligence,","Department of Computer Science and Engineering, Pohang University of Science and Technology (POSTECH), Republic of Korea"],"affiliations":[{"raw_affiliation_string":"Graduate School of Artificial Intelligence,","institution_ids":["https://openalex.org/I4210164862"]},{"raw_affiliation_string":"Department of Computer Science and Engineering, Pohang University of Science and Technology (POSTECH), Republic of Korea","institution_ids":["https://openalex.org/I123900574"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5009632316"],"corresponding_institution_ids":["https://openalex.org/I4210164862"],"apc_list":null,"apc_paid":null,"fwci":0.6261,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.66030737,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"1243","last_page":"1247"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11307","display_name":"Domain Adaptation and Few-Shot Learning","score":0.9918000102043152,"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/T11307","display_name":"Domain Adaptation and Few-Shot Learning","score":0.9918000102043152,"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":0.9538999795913696,"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"}},{"id":"https://openalex.org/T11609","display_name":"Geophysical Methods and Applications","score":0.9247000217437744,"subfield":{"id":"https://openalex.org/subfields/2212","display_name":"Ocean Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/zero","display_name":"Zero (linguistics)","score":0.6374844908714294},{"id":"https://openalex.org/keywords/shot","display_name":"Shot (pellet)","score":0.6028826832771301},{"id":"https://openalex.org/keywords/momentum","display_name":"Momentum (technical analysis)","score":0.491146057844162},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.434423565864563},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.432281494140625},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3213110864162445},{"id":"https://openalex.org/keywords/materials-science","display_name":"Materials science","score":0.1642710566520691},{"id":"https://openalex.org/keywords/linguistics","display_name":"Linguistics","score":0.13095304369926453},{"id":"https://openalex.org/keywords/philosophy","display_name":"Philosophy","score":0.10236784815788269}],"concepts":[{"id":"https://openalex.org/C2780813799","wikidata":"https://www.wikidata.org/wiki/Q3274237","display_name":"Zero (linguistics)","level":2,"score":0.6374844908714294},{"id":"https://openalex.org/C2778344882","wikidata":"https://www.wikidata.org/wiki/Q278938","display_name":"Shot (pellet)","level":2,"score":0.6028826832771301},{"id":"https://openalex.org/C60718061","wikidata":"https://www.wikidata.org/wiki/Q1414747","display_name":"Momentum (technical analysis)","level":2,"score":0.491146057844162},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.434423565864563},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.432281494140625},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3213110864162445},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.1642710566520691},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.13095304369926453},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.10236784815788269},{"id":"https://openalex.org/C191897082","wikidata":"https://www.wikidata.org/wiki/Q11467","display_name":"Metallurgy","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/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.21437/interspeech.2022-839","is_oa":false,"landing_page_url":"https://doi.org/10.21437/interspeech.2022-839","pdf_url":null,"source":{"id":"https://openalex.org/S4363604309","display_name":"Interspeech 2022","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":"Interspeech 2022","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","score":0.5099999904632568,"display_name":"Quality Education"}],"awards":[{"id":"https://openalex.org/G1903519916","display_name":null,"funder_award_id":"2019-0-01906","funder_id":"https://openalex.org/F4320328359","funder_display_name":"Ministry of Science and ICT, South Korea"},{"id":"https://openalex.org/G2702555917","display_name":null,"funder_award_id":"2019-0-01906","funder_id":"https://openalex.org/F4320335489","funder_display_name":"Institute for Information and Communications Technology Promotion"},{"id":"https://openalex.org/G6072120315","display_name":null,"funder_award_id":"funded","funder_id":"https://openalex.org/F4320335489","funder_display_name":"Institute for Information and Communications Technology Promotion"},{"id":"https://openalex.org/G6946461118","display_name":null,"funder_award_id":"2019-0-01906","funder_id":"https://openalex.org/F4320321282","funder_display_name":"Pohang University of Science and Technology"},{"id":"https://openalex.org/G8516825431","display_name":null,"funder_award_id":"No. 2019-0-01906","funder_id":"https://openalex.org/F4320335489","funder_display_name":"Institute for Information and Communications Technology Promotion"}],"funders":[{"id":"https://openalex.org/F4320321282","display_name":"Pohang University of Science and Technology","ror":"https://ror.org/04xysgw12"},{"id":"https://openalex.org/F4320328359","display_name":"Ministry of Science and ICT, South Korea","ror":"https://ror.org/01wpjm123"},{"id":"https://openalex.org/F4320335489","display_name":"Institute for Information and Communications Technology Promotion","ror":"https://ror.org/01g0hqq23"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W1602011256","https://openalex.org/W2137871902","https://openalex.org/W2206274971","https://openalex.org/W2896457183","https://openalex.org/W2908510526","https://openalex.org/W2951088751","https://openalex.org/W2962775474","https://openalex.org/W2963578915","https://openalex.org/W3034238471","https://openalex.org/W3035524453","https://openalex.org/W3117925982","https://openalex.org/W3203711169","https://openalex.org/W3207547653","https://openalex.org/W3208016583","https://openalex.org/W4297683418"],"related_works":["https://openalex.org/W3098942149","https://openalex.org/W4307315102","https://openalex.org/W2981091784","https://openalex.org/W593636587","https://openalex.org/W2000190883","https://openalex.org/W4306975314","https://openalex.org/W2029790778","https://openalex.org/W2734504141","https://openalex.org/W4379539688","https://openalex.org/W2026325552"],"abstract_inverted_index":{"Zero-shot":[0],"slot":[1,55],"filling":[2,56],"has":[3],"received":[4],"considerable":[5],"attention":[6],"to":[7,28,50,60,106],"cope":[8],"with":[9,48],"the":[10,17,21,30,62,65,82,90,107],"problem":[11],"of":[12,20],"limited":[13],"available":[14],"data":[15],"for":[16,44],"target":[18],"domain.One":[19],"important":[22],"factors":[23],"in":[24],"zero-shot":[25,54],"learning":[26,47],"is":[27,72],"make":[29],"model":[31],"learn":[32],"generalized":[33],"and":[34,68,71],"reliable":[35],"representations.For":[36],"this":[37],"purpose,":[38],"we":[39,97],"present":[40],"mcBERT,":[41],"which":[42],"stands":[43],"'m'omentum":[45],"'c'ontrastive":[46],"BERT,":[49],"develop":[51],"a":[52,94],"robust":[53],"model.mcBERT":[57],"uses":[58],"BERT":[59],"initialize":[61],"two":[63],"encoders,":[64],"query":[66],"encoder":[67],"key":[69],"encoder,":[70],"trained":[73],"by":[74],"applying":[75],"momentum":[76],"contrastive":[77],"learning.Our":[78],"experimental":[79],"results":[80],"on":[81],"SNIPS":[83],"benchmark":[84],"show":[85,99],"that":[86,100],"mcBERT":[87,104],"substantially":[88],"outperforms":[89],"previous":[91],"models,":[92],"recording":[93],"new":[95],"state-of-theart.Besides,":[96],"also":[98],"each":[101],"component":[102],"composing":[103],"contributes":[105],"performance":[108],"improvement.":[109]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":5}],"updated_date":"2026-04-10T15:06:20.359241","created_date":"2025-10-10T00:00:00"}
