{"id":"https://openalex.org/W4393335819","doi":"https://doi.org/10.26599/bdma.2024.9020021","title":"Collaborative Knowledge Infusion for Low-Resource Stance Detection","display_name":"Collaborative Knowledge Infusion for Low-Resource Stance Detection","publication_year":2024,"publication_date":"2024-08-28","ids":{"openalex":"https://openalex.org/W4393335819","doi":"https://doi.org/10.26599/bdma.2024.9020021"},"language":"en","primary_location":{"id":"doi:10.26599/bdma.2024.9020021","is_oa":true,"landing_page_url":"https://doi.org/10.26599/bdma.2024.9020021","pdf_url":null,"source":{"id":"https://openalex.org/S4210209060","display_name":"Big Data Mining and Analytics","issn_l":"2096-0654","issn":["2096-0654"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310311901","host_organization_name":"Tsinghua University Press","host_organization_lineage":["https://openalex.org/P4310311901"],"host_organization_lineage_names":["Tsinghua University Press"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Big Data Mining and Analytics","raw_type":"journal-article"},"type":"article","indexed_in":["arxiv","crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://doi.org/10.26599/bdma.2024.9020021","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5079627710","display_name":"Ming Yan","orcid":"https://orcid.org/0000-0002-5762-395X"},"institutions":[{"id":"https://openalex.org/I115228651","display_name":"Agency for Science, Technology and Research","ror":"https://ror.org/036wvzt09","country_code":"SG","type":"government","lineage":["https://openalex.org/I115228651"]},{"id":"https://openalex.org/I3004594783","display_name":"Institute of High Performance Computing","ror":"https://ror.org/02n0ejh50","country_code":"SG","type":"facility","lineage":["https://openalex.org/I115228651","https://openalex.org/I3004594783","https://openalex.org/I91275662"]}],"countries":["SG"],"is_corresponding":true,"raw_author_name":"Ming Yan","raw_affiliation_strings":["Centre for Frontier AI Research, and Institute of High-Performance Computing,Agency for Science Technology and Research,Singapore,Singapore,138632"],"affiliations":[{"raw_affiliation_string":"Centre for Frontier AI Research, and Institute of High-Performance Computing,Agency for Science Technology and Research,Singapore,Singapore,138632","institution_ids":["https://openalex.org/I3004594783","https://openalex.org/I115228651"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5106828743","display_name":"Tianyi Zhou Joey","orcid":null},"institutions":[{"id":"https://openalex.org/I3004594783","display_name":"Institute of High Performance Computing","ror":"https://ror.org/02n0ejh50","country_code":"SG","type":"facility","lineage":["https://openalex.org/I115228651","https://openalex.org/I3004594783","https://openalex.org/I91275662"]},{"id":"https://openalex.org/I115228651","display_name":"Agency for Science, Technology and Research","ror":"https://ror.org/036wvzt09","country_code":"SG","type":"government","lineage":["https://openalex.org/I115228651"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Tianyi Zhou Joey","raw_affiliation_strings":["Centre for Frontier AI Research, and Institute of High-Performance Computing,Agency for Science Technology and Research,Singapore,Singapore,138632"],"affiliations":[{"raw_affiliation_string":"Centre for Frontier AI Research, and Institute of High-Performance Computing,Agency for Science Technology and Research,Singapore,Singapore,138632","institution_ids":["https://openalex.org/I3004594783","https://openalex.org/I115228651"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5106828744","display_name":"W. Tsang Ivor","orcid":null},"institutions":[{"id":"https://openalex.org/I3004594783","display_name":"Institute of High Performance Computing","ror":"https://ror.org/02n0ejh50","country_code":"SG","type":"facility","lineage":["https://openalex.org/I115228651","https://openalex.org/I3004594783","https://openalex.org/I91275662"]},{"id":"https://openalex.org/I115228651","display_name":"Agency for Science, Technology and Research","ror":"https://ror.org/036wvzt09","country_code":"SG","type":"government","lineage":["https://openalex.org/I115228651"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"W. Tsang Ivor","raw_affiliation_strings":["Centre for Frontier AI Research, and Institute of High-Performance Computing,Agency for Science Technology and Research,Singapore,Singapore,138632"],"affiliations":[{"raw_affiliation_string":"Centre for Frontier AI Research, and Institute of High-Performance Computing,Agency for Science Technology and Research,Singapore,Singapore,138632","institution_ids":["https://openalex.org/I3004594783","https://openalex.org/I115228651"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5079627710"],"corresponding_institution_ids":["https://openalex.org/I115228651","https://openalex.org/I3004594783"],"apc_list":null,"apc_paid":null,"fwci":4.4396,"has_fulltext":true,"cited_by_count":13,"citation_normalized_percentile":{"value":0.94920327,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":100},"biblio":{"volume":"7","issue":"3","first_page":"682","last_page":"698"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","score":0.9997000098228455,"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":0.9997000098228455,"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/T10664","display_name":"Sentiment Analysis and Opinion Mining","score":0.9988999962806702,"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/T11147","display_name":"Misinformation and Its Impacts","score":0.9965000152587891,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7030925750732422},{"id":"https://openalex.org/keywords/domain-knowledge","display_name":"Domain knowledge","score":0.6289052367210388},{"id":"https://openalex.org/keywords/resource","display_name":"Resource (disambiguation)","score":0.619362473487854},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.6119408011436462},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.505336344242096},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.42275550961494446},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4069630205631256},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.3862277567386627},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3484593629837036},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.11870548129081726}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7030925750732422},{"id":"https://openalex.org/C207685749","wikidata":"https://www.wikidata.org/wiki/Q2088941","display_name":"Domain knowledge","level":2,"score":0.6289052367210388},{"id":"https://openalex.org/C206345919","wikidata":"https://www.wikidata.org/wiki/Q20380951","display_name":"Resource (disambiguation)","level":2,"score":0.619362473487854},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.6119408011436462},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.505336344242096},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.42275550961494446},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4069630205631256},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.3862277567386627},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3484593629837036},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.11870548129081726},{"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/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","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":3,"locations":[{"id":"doi:10.26599/bdma.2024.9020021","is_oa":true,"landing_page_url":"https://doi.org/10.26599/bdma.2024.9020021","pdf_url":null,"source":{"id":"https://openalex.org/S4210209060","display_name":"Big Data Mining and Analytics","issn_l":"2096-0654","issn":["2096-0654"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310311901","host_organization_name":"Tsinghua University Press","host_organization_lineage":["https://openalex.org/P4310311901"],"host_organization_lineage_names":["Tsinghua University Press"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Big Data Mining and Analytics","raw_type":"journal-article"},{"id":"pmh:oai:arXiv.org:2403.19219","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2403.19219","pdf_url":"https://arxiv.org/pdf/2403.19219","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},{"id":"pmh:oai:doaj.org/article:8e8b0bc2653e429bb0b813a50d291601","is_oa":true,"landing_page_url":"https://doaj.org/article/8e8b0bc2653e429bb0b813a50d291601","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Big Data Mining and Analytics, Vol 7, Iss 3, Pp 682-698 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.26599/bdma.2024.9020021","is_oa":true,"landing_page_url":"https://doi.org/10.26599/bdma.2024.9020021","pdf_url":null,"source":{"id":"https://openalex.org/S4210209060","display_name":"Big Data Mining and Analytics","issn_l":"2096-0654","issn":["2096-0654"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310311901","host_organization_name":"Tsinghua University Press","host_organization_lineage":["https://openalex.org/P4310311901"],"host_organization_lineage_names":["Tsinghua University Press"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Big Data Mining and Analytics","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":44,"referenced_works":["https://openalex.org/W2767329425","https://openalex.org/W2792632295","https://openalex.org/W2891300059","https://openalex.org/W2953356739","https://openalex.org/W2962808042","https://openalex.org/W2963341956","https://openalex.org/W2963811339","https://openalex.org/W2970100861","https://openalex.org/W2970641574","https://openalex.org/W2970771675","https://openalex.org/W2970771982","https://openalex.org/W2971007730","https://openalex.org/W2998385486","https://openalex.org/W3004975108","https://openalex.org/W3033317208","https://openalex.org/W3035413677","https://openalex.org/W3090656107","https://openalex.org/W3099700870","https://openalex.org/W3102551064","https://openalex.org/W3102743123","https://openalex.org/W3102844651","https://openalex.org/W3104186312","https://openalex.org/W3104499181","https://openalex.org/W3135161617","https://openalex.org/W3151929433","https://openalex.org/W3168028266","https://openalex.org/W3171434230","https://openalex.org/W3173753074","https://openalex.org/W3173838631","https://openalex.org/W3173991475","https://openalex.org/W3175542874","https://openalex.org/W4224441956","https://openalex.org/W4285126771","https://openalex.org/W4285144860","https://openalex.org/W4285606726","https://openalex.org/W4296878971","https://openalex.org/W4362706813","https://openalex.org/W4385714610","https://openalex.org/W6778946662","https://openalex.org/W6796581206","https://openalex.org/W6809646742","https://openalex.org/W6841702120","https://openalex.org/W6851976933","https://openalex.org/W6855723013"],"related_works":["https://openalex.org/W2961085424","https://openalex.org/W4224009465","https://openalex.org/W4306674287","https://openalex.org/W4286629047","https://openalex.org/W4389443772","https://openalex.org/W4205958290","https://openalex.org/W2183920283","https://openalex.org/W2111378376","https://openalex.org/W1967073618","https://openalex.org/W35257588"],"abstract_inverted_index":{"Stance":[0],"detection":[1,25,34,42,89,106,145,169,187],"is":[2,19],"the":[3,29,65,68,118,127,139,156,184],"view":[4],"towards":[5],"a":[6,10,48,81,92,132],"specific":[7],"target":[8,30,45,109],"by":[9],"given":[11],"context":[12],"(e.g.":[13],"tweets,":[14],"commercial":[15],"reviews).":[16],"Target-related":[17],"knowledge":[18,46,53,83,96,111,115,121],"often":[20],"needed":[21],"to":[22,183],"assist":[23],"stance":[24,41,88,105,144,168,186],"models":[26,71],"in":[27,55,72],"understanding":[28],"well":[31],"and":[32,98,151,173],"making":[33],"correctly.":[35],"However,":[36],"prevailing":[37],"works":[38],"for":[39,67,86],"knowledge-infused":[40],"predominantly":[43],"incorporate":[44],"from":[47,113,147],"singular":[49],"source":[50],"that":[51],"lacks":[52],"verification":[54],"limited":[56],"domain":[57],"knowledge.":[58],"The":[59,176],"low-resource":[60,87,143,172],"training":[61],"data":[62],"further":[63],"increase":[64],"challenge":[66],"data-driven":[69],"large":[70],"this":[73],"task.":[74],"To":[75,154],"address":[76],"those":[77],"challenges,":[78],"we":[79,124,161],"propose":[80],"collaborative":[82,129],"infusion":[84],"approach":[85,107],"tasks,":[90],"employing":[91],"combination":[93],"of":[94,120,158],"aligned":[95],"enhancement":[97],"efficient":[99],"parameter":[100],"learning":[101,152],"techniques.":[102],"Specifically,":[103],"our":[104,159],"leverages":[108],"background":[110],"collaboratively":[112,137],"different":[114],"sources":[116],"with":[117,131,142],"help":[119],"alignment.":[122],"Additionally,":[123],"also":[125],"introduce":[126],"parameter-efficient":[128],"adaptor":[130],"staged":[133],"optimization":[134],"algorithm,":[135],"which":[136],"addresses":[138],"challenges":[140],"associated":[141],"tasks":[146],"both":[148],"network":[149],"structure":[150],"perspectives.":[153],"assess":[155],"effectiveness":[157],"method,":[160],"conduct":[162],"extensive":[163],"experiments":[164],"on":[165],"three":[166],"public":[167],"datasets,":[170],"including":[171],"cross-target":[174],"settings.":[175],"results":[177],"demonstrate":[178],"significant":[179],"performance":[180],"improvements":[181],"compared":[182],"existing":[185],"approaches.":[188]},"counts_by_year":[{"year":2026,"cited_by_count":5},{"year":2025,"cited_by_count":7},{"year":2024,"cited_by_count":1}],"updated_date":"2026-04-09T08:11:56.329763","created_date":"2025-10-10T00:00:00"}