{"id":"https://openalex.org/W4360612314","doi":"https://doi.org/10.1145/3588767","title":"Knowledge-enhanced Prompt-tuning for Stance Detection","display_name":"Knowledge-enhanced Prompt-tuning for Stance Detection","publication_year":2023,"publication_date":"2023-03-23","ids":{"openalex":"https://openalex.org/W4360612314","doi":"https://doi.org/10.1145/3588767"},"language":"en","primary_location":{"id":"doi:10.1145/3588767","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3588767","pdf_url":null,"source":{"id":"https://openalex.org/S4306421405","display_name":"ACM Transactions on Asian and Low-Resource Language Information Processing","issn_l":"2375-4699","issn":["2375-4699","2375-4702"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Asian and Low-Resource Language Information Processing","raw_type":"journal-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/A5075800064","display_name":"Hu Huang","orcid":"https://orcid.org/0009-0005-9674-258X"},"institutions":[{"id":"https://openalex.org/I126520041","display_name":"University of Science and Technology of China","ror":"https://ror.org/04c4dkn09","country_code":"CN","type":"education","lineage":["https://openalex.org/I126520041","https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hu Huang","raw_affiliation_strings":["School of Cyberspace Science and Technology, University of Science and Technology of China, China"],"raw_orcid":"https://orcid.org/0009-0005-9674-258X","affiliations":[{"raw_affiliation_string":"School of Cyberspace Science and Technology, University of Science and Technology of China, China","institution_ids":["https://openalex.org/I126520041"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100385138","display_name":"Bowen Zhang","orcid":"https://orcid.org/0000-0002-3581-9476"},"institutions":[{"id":"https://openalex.org/I204983213","display_name":"Harbin Institute of Technology","ror":"https://ror.org/01yqg2h08","country_code":"CN","type":"education","lineage":["https://openalex.org/I204983213"]},{"id":"https://openalex.org/I4210152380","display_name":"Shenzhen Technology University","ror":"https://ror.org/04qzpec27","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210152380"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bowen Zhang","raw_affiliation_strings":["College of Big Data and Internet, Shenzhen Technology University, China","School of Computer Science and Technology, Harbin Institute of Technology, China"],"raw_orcid":"https://orcid.org/0000-0002-3581-9476","affiliations":[{"raw_affiliation_string":"College of Big Data and Internet, Shenzhen Technology University, China","institution_ids":["https://openalex.org/I4210152380"]},{"raw_affiliation_string":"School of Computer Science and Technology, Harbin Institute of Technology, China","institution_ids":["https://openalex.org/I204983213"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100356513","display_name":"Yangyang Li","orcid":"https://orcid.org/0000-0002-8478-3932"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Yangyang Li","raw_affiliation_strings":["Academy of Cyber, China"],"raw_orcid":"https://orcid.org/0000-0002-8478-3932","affiliations":[{"raw_affiliation_string":"Academy of Cyber, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101679400","display_name":"Baoquan Zhang","orcid":"https://orcid.org/0000-0001-6178-6797"},"institutions":[{"id":"https://openalex.org/I204983213","display_name":"Harbin Institute of Technology","ror":"https://ror.org/01yqg2h08","country_code":"CN","type":"education","lineage":["https://openalex.org/I204983213"]},{"id":"https://openalex.org/I4210152380","display_name":"Shenzhen Technology University","ror":"https://ror.org/04qzpec27","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210152380"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Baoquan Zhang","raw_affiliation_strings":["College of Big Data and Internet, Shenzhen Technology University, China","School of Computer Science and Technology, Harbin Institute of Technology, China"],"raw_orcid":"https://orcid.org/0000-0001-6178-6797","affiliations":[{"raw_affiliation_string":"College of Big Data and Internet, Shenzhen Technology University, China","institution_ids":["https://openalex.org/I4210152380"]},{"raw_affiliation_string":"School of Computer Science and Technology, Harbin Institute of Technology, China","institution_ids":["https://openalex.org/I204983213"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033224121","display_name":"Yuxi Sun","orcid":"https://orcid.org/0000-0002-3040-5880"},"institutions":[{"id":"https://openalex.org/I204983213","display_name":"Harbin Institute of Technology","ror":"https://ror.org/01yqg2h08","country_code":"CN","type":"education","lineage":["https://openalex.org/I204983213"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuxi Sun","raw_affiliation_strings":["School of Computer Science and Technology, Harbin Institute of Technology, China"],"raw_orcid":"https://orcid.org/0000-0002-3040-5880","affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Harbin Institute of Technology, China","institution_ids":["https://openalex.org/I204983213"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075046622","display_name":"Chuyao Luo","orcid":"https://orcid.org/0000-0003-4848-609X"},"institutions":[{"id":"https://openalex.org/I204983213","display_name":"Harbin Institute of Technology","ror":"https://ror.org/01yqg2h08","country_code":"CN","type":"education","lineage":["https://openalex.org/I204983213"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chuyao Luo","raw_affiliation_strings":["School of Computer Science and Technology, Harbin Institute of Technology, China"],"raw_orcid":"https://orcid.org/0000-0003-4848-609X","affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Harbin Institute of Technology, China","institution_ids":["https://openalex.org/I204983213"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5045492508","display_name":"Cheng Peng","orcid":"https://orcid.org/0000-0002-4605-7534"},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Cheng Peng","raw_affiliation_strings":["University of Electronic Science and Technology of China, Zhongshan Institute, China"],"raw_orcid":"https://orcid.org/0000-0002-4605-7534","affiliations":[{"raw_affiliation_string":"University of Electronic Science and Technology of China, Zhongshan Institute, China","institution_ids":["https://openalex.org/I150229711"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":4.1243,"has_fulltext":false,"cited_by_count":26,"citation_normalized_percentile":{"value":0.94787004,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":"22","issue":"6","first_page":"1","last_page":"20"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10664","display_name":"Sentiment Analysis and Opinion Mining","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/T10664","display_name":"Sentiment Analysis and Opinion Mining","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/T13083","display_name":"Advanced Text Analysis 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/T10028","display_name":"Topic Modeling","score":0.9991999864578247,"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":0.7662693858146667},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5106378197669983},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.5066760182380676},{"id":"https://openalex.org/keywords/knowledge-graph","display_name":"Knowledge graph","score":0.5012946128845215},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.4780179262161255},{"id":"https://openalex.org/keywords/perspective","display_name":"Perspective (graphical)","score":0.4592025876045227},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.4505513310432434},{"id":"https://openalex.org/keywords/word","display_name":"Word (group theory)","score":0.44787153601646423},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.36797088384628296},{"id":"https://openalex.org/keywords/linguistics","display_name":"Linguistics","score":0.1694105565547943},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.11810603737831116}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7662693858146667},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5106378197669983},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.5066760182380676},{"id":"https://openalex.org/C2987255567","wikidata":"https://www.wikidata.org/wiki/Q33002955","display_name":"Knowledge graph","level":2,"score":0.5012946128845215},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.4780179262161255},{"id":"https://openalex.org/C12713177","wikidata":"https://www.wikidata.org/wiki/Q1900281","display_name":"Perspective (graphical)","level":2,"score":0.4592025876045227},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.4505513310432434},{"id":"https://openalex.org/C90805587","wikidata":"https://www.wikidata.org/wiki/Q10944557","display_name":"Word (group theory)","level":2,"score":0.44787153601646423},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.36797088384628296},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.1694105565547943},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.11810603737831116},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","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/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3588767","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3588767","pdf_url":null,"source":{"id":"https://openalex.org/S4306421405","display_name":"ACM Transactions on Asian and Low-Resource Language Information Processing","issn_l":"2375-4699","issn":["2375-4699","2375-4702"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Asian and Low-Resource Language Information Processing","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4","score":0.47999998927116394}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":36,"referenced_works":["https://openalex.org/W1502957213","https://openalex.org/W2250369705","https://openalex.org/W2460159515","https://openalex.org/W2595551253","https://openalex.org/W2599674900","https://openalex.org/W2601748485","https://openalex.org/W2604292070","https://openalex.org/W2740887992","https://openalex.org/W2741386817","https://openalex.org/W2798367316","https://openalex.org/W2799915114","https://openalex.org/W2912814679","https://openalex.org/W2949029099","https://openalex.org/W2953873732","https://openalex.org/W2959988970","https://openalex.org/W2963168371","https://openalex.org/W2970081744","https://openalex.org/W2971220558","https://openalex.org/W3004975108","https://openalex.org/W3034524234","https://openalex.org/W3035413677","https://openalex.org/W3094384122","https://openalex.org/W3096580779","https://openalex.org/W3102743123","https://openalex.org/W3188542058","https://openalex.org/W3201320181","https://openalex.org/W3210631446","https://openalex.org/W3215463462","https://openalex.org/W4200302203","https://openalex.org/W4200472398","https://openalex.org/W4205807230","https://openalex.org/W4213069590","https://openalex.org/W4224307896","https://openalex.org/W4239019441","https://openalex.org/W4283700060","https://openalex.org/W4285250377"],"related_works":["https://openalex.org/W2062195135","https://openalex.org/W1569283511","https://openalex.org/W2795079307","https://openalex.org/W2793058541","https://openalex.org/W4236193183","https://openalex.org/W2053866214","https://openalex.org/W2607505004","https://openalex.org/W3118638206","https://openalex.org/W2231795205","https://openalex.org/W1983629434"],"abstract_inverted_index":{"Investigating":[0],"public":[1],"attitudes":[2],"on":[3,221],"social":[4],"media":[5],"is":[6,75,139],"important":[7],"in":[8,48,60,127,154,215],"opinion":[9],"mining":[10],"systems.":[11],"Stance":[12],"detection":[13,59,74,126,176],"aims":[14],"to":[15,84,110,161],"analyze":[16],"the":[17,39,89,99,167,171,194,197,227],"attitude":[18],"of":[19,41,72,143,170,196,229],"an":[20,144,216],"opinionated":[21],"text":[22,70,94],"(e.g.,":[23],"favor,":[24],"neutral,":[25],"or":[26,107],"against)":[27],"toward":[28],"a":[29,63,120,128,133,158,163,183,203,222],"given":[30],"target.":[31,198],"Existing":[32],"methods":[33,56],"mainly":[34],"address":[35],"this":[36,115],"problem":[37],"from":[38,166],"perspective":[40],"fine-tuning.":[42],"Recently,":[43],"prompt-tuning":[44,55,135],"has":[45],"achieved":[46],"success":[47],"natural":[49],"language":[50,173],"processing":[51],"tasks.":[52],"However,":[53],"conducting":[54],"for":[57,65,88,186,206],"stance":[58,73,125,207,211],"real-world":[61,224],"remains":[62],"challenge":[64],"several":[66],"reasons:":[67],"(1)":[68],"The":[69,92],"form":[71],"usually":[76],"short":[77],"and":[78,148,175,190],"informal,":[79],"which":[80,141],"makes":[81],"it":[82],"difficult":[83],"design":[85],"label":[86],"words":[87],"verbalizer.":[90],"(2)":[91],"tweet":[93],"may":[95,103],"not":[96],"explicitly":[97],"give":[98],"attitude.":[100],"Instead,":[101],"users":[102],"use":[104],"various":[105],"hashtags":[106],"background":[108,149],"knowledge":[109,150],"express":[111],"stance-aware":[112],"perspectives.":[113],"In":[114,178],"article,":[116],"we":[117,156,180,201],"first":[118,181],"propose":[119,182],"prompt-tuning-based":[121],"framework":[122,136],"that":[123],"performs":[124],"cloze":[129],"question":[130],"manner.":[131,218],"Specifically,":[132,153],"knowledge-enhanced":[134],"(KEprompt)":[137],"method":[138],"designed,":[140],"consists":[142],"automatic":[145],"verbalizer":[146],"(AutoV)":[147],"injection":[151],"(BKI).":[152],"AutoV,":[155],"introduce":[157,191],"semantic":[159],"graph":[160],"build":[162],"better":[164],"mapping":[165],"predicted":[168],"word":[169],"pretrained":[172],"model":[174,185],"labels.":[177],"BKI,":[179],"topic":[184],"learning":[187],"hashtag":[188],"representation":[189],"ConceptGraph":[192],"as":[193],"supplement":[195],"At":[199],"last,":[200],"present":[202],"challenging":[204],"dataset":[205,225],"detection,":[208],"where":[209],"all":[210],"categories":[212],"are":[213],"expressed":[214],"implicit":[217],"Extensive":[219],"experiments":[220],"large":[223],"demonstrate":[226],"superiority":[228],"KEprompt":[230],"over":[231],"state-of-the-art":[232],"methods.":[233]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":12},{"year":2024,"cited_by_count":8},{"year":2023,"cited_by_count":3}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}