{"id":"https://openalex.org/W4225271996","doi":"https://doi.org/10.1145/3533430","title":"Stance-level Sarcasm Detection with BERT and Stance-centered Graph Attention Networks","display_name":"Stance-level Sarcasm Detection with BERT and Stance-centered Graph Attention Networks","publication_year":2022,"publication_date":"2022-05-02","ids":{"openalex":"https://openalex.org/W4225271996","doi":"https://doi.org/10.1145/3533430"},"language":"en","primary_location":{"id":"doi:10.1145/3533430","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3533430","pdf_url":null,"source":{"id":"https://openalex.org/S97833917","display_name":"ACM Transactions on Internet Technology","issn_l":"1533-5399","issn":["1533-5399","1557-6051"],"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 Internet Technology","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/A5100711409","display_name":"Yazhou Zhang","orcid":"https://orcid.org/0000-0002-5699-0176"},"institutions":[{"id":"https://openalex.org/I23171815","display_name":"Zhengzhou University of Light Industry","ror":"https://ror.org/05fwr8z16","country_code":"CN","type":"education","lineage":["https://openalex.org/I23171815"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yazhou Zhang","raw_affiliation_strings":["Software Engineering College, Zhengzhou University of Light Industry, Zhengzhou, P. R. China"],"affiliations":[{"raw_affiliation_string":"Software Engineering College, Zhengzhou University of Light Industry, Zhengzhou, P. R. China","institution_ids":["https://openalex.org/I23171815"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101806235","display_name":"Dan Ma","orcid":null},"institutions":[{"id":"https://openalex.org/I125839683","display_name":"Beijing Institute of Technology","ror":"https://ror.org/01skt4w74","country_code":"CN","type":"education","lineage":["https://openalex.org/I125839683","https://openalex.org/I890469752"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Dan Ma","raw_affiliation_strings":["School of Computer Science and Technology, Beijing Institute of Technology, Beijing, P. R. China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Beijing Institute of Technology, Beijing, P. R. China","institution_ids":["https://openalex.org/I125839683"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082046789","display_name":"Prayag Tiwari","orcid":"https://orcid.org/0000-0002-2851-4260"},"institutions":[{"id":"https://openalex.org/I9927081","display_name":"Aalto University","ror":"https://ror.org/020hwjq30","country_code":"FI","type":"education","lineage":["https://openalex.org/I9927081"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Prayag Tiwari","raw_affiliation_strings":["Department of Computer Science, Aalto University, Espoo, Finland"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Aalto University, Espoo, Finland","institution_ids":["https://openalex.org/I9927081"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100374190","display_name":"Chen Zhang","orcid":"https://orcid.org/0000-0003-4395-9943"},"institutions":[{"id":"https://openalex.org/I125839683","display_name":"Beijing Institute of Technology","ror":"https://ror.org/01skt4w74","country_code":"CN","type":"education","lineage":["https://openalex.org/I125839683","https://openalex.org/I890469752"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chen Zhang","raw_affiliation_strings":["School of Computer Science and Technology, Beijing Institute of Technology, Beijing, P. R. China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Beijing Institute of Technology, Beijing, P. R. China","institution_ids":["https://openalex.org/I125839683"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045359397","display_name":"Mehedi Masud","orcid":"https://orcid.org/0000-0001-6019-7245"},"institutions":[{"id":"https://openalex.org/I179331831","display_name":"Taif University","ror":"https://ror.org/014g1a453","country_code":"SA","type":"education","lineage":["https://openalex.org/I179331831"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Mehedi Masud","raw_affiliation_strings":["Department of Computer Science, College of Computers and Information Technology, Taif University, Taif, Saudi Arabia"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, College of Computers and Information Technology, Taif University, Taif, Saudi Arabia","institution_ids":["https://openalex.org/I179331831"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039552087","display_name":"Mohammad Shorfuzzaman","orcid":"https://orcid.org/0000-0002-8050-8431"},"institutions":[{"id":"https://openalex.org/I179331831","display_name":"Taif University","ror":"https://ror.org/014g1a453","country_code":"SA","type":"education","lineage":["https://openalex.org/I179331831"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Mohammad Shorfuzzaman","raw_affiliation_strings":["Department of Computer Science, College of Computers and Information Technology, Taif University, Taif, Saudi Arabia"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, College of Computers and Information Technology, Taif University, Taif, Saudi Arabia","institution_ids":["https://openalex.org/I179331831"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5050532724","display_name":"Dawei Song","orcid":"https://orcid.org/0000-0002-8660-3608"},"institutions":[{"id":"https://openalex.org/I125839683","display_name":"Beijing Institute of Technology","ror":"https://ror.org/01skt4w74","country_code":"CN","type":"education","lineage":["https://openalex.org/I125839683","https://openalex.org/I890469752"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Dawei Song","raw_affiliation_strings":["School of Computer Science and Technology, Beijing Institute of Technology, Beijing, P. R. China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Beijing Institute of Technology, Beijing, P. R. China","institution_ids":["https://openalex.org/I125839683"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5100711409"],"corresponding_institution_ids":["https://openalex.org/I23171815"],"apc_list":null,"apc_paid":null,"fwci":4.1126,"has_fulltext":false,"cited_by_count":32,"citation_normalized_percentile":{"value":0.94581169,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":100},"biblio":{"volume":"23","issue":"2","first_page":"1","last_page":"21"},"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/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"}},{"id":"https://openalex.org/T11714","display_name":"Multimodal Machine Learning Applications","score":0.9976999759674072,"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/sarcasm","display_name":"Sarcasm","score":0.9776091575622559},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8022298216819763},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6095922589302063},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.5182883143424988},{"id":"https://openalex.org/keywords/sentiment-analysis","display_name":"Sentiment analysis","score":0.4610191583633423},{"id":"https://openalex.org/keywords/machine-translation","display_name":"Machine translation","score":0.45401281118392944},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.4269353747367859},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.41336774826049805},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.3920542597770691},{"id":"https://openalex.org/keywords/cognitive-science","display_name":"Cognitive science","score":0.342398464679718},{"id":"https://openalex.org/keywords/linguistics","display_name":"Linguistics","score":0.1913776993751526},{"id":"https://openalex.org/keywords/irony","display_name":"Irony","score":0.16325902938842773},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.12465676665306091},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.11877751350402832}],"concepts":[{"id":"https://openalex.org/C2776207355","wikidata":"https://www.wikidata.org/wiki/Q191035","display_name":"Sarcasm","level":3,"score":0.9776091575622559},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8022298216819763},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6095922589302063},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.5182883143424988},{"id":"https://openalex.org/C66402592","wikidata":"https://www.wikidata.org/wiki/Q2271421","display_name":"Sentiment analysis","level":2,"score":0.4610191583633423},{"id":"https://openalex.org/C203005215","wikidata":"https://www.wikidata.org/wiki/Q79798","display_name":"Machine translation","level":2,"score":0.45401281118392944},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.4269353747367859},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.41336774826049805},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.3920542597770691},{"id":"https://openalex.org/C188147891","wikidata":"https://www.wikidata.org/wiki/Q147638","display_name":"Cognitive science","level":1,"score":0.342398464679718},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.1913776993751526},{"id":"https://openalex.org/C2779975665","wikidata":"https://www.wikidata.org/wiki/Q131361","display_name":"Irony","level":2,"score":0.16325902938842773},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.12465676665306091},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.11877751350402832},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"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/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3533430","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3533430","pdf_url":null,"source":{"id":"https://openalex.org/S97833917","display_name":"ACM Transactions on Internet Technology","issn_l":"1533-5399","issn":["1533-5399","1557-6051"],"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 Internet Technology","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education","score":0.7900000214576721}],"awards":[{"id":"https://openalex.org/G132223108","display_name":null,"funder_award_id":"884/31/2018","funder_id":"https://openalex.org/F4320328501","funder_display_name":"Business Finland"},{"id":"https://openalex.org/G2323591102","display_name":null,"funder_award_id":"336033, 315896","funder_id":"https://openalex.org/F4320321108","funder_display_name":"Academy of Finland"},{"id":"https://openalex.org/G661175156","display_name":null,"funder_award_id":"62006212","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"},{"id":"https://openalex.org/F4320321108","display_name":"Academy of Finland","ror":"https://ror.org/05k73zm37"},{"id":"https://openalex.org/F4320328501","display_name":"Business Finland","ror":"https://ror.org/05bgf9v38"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":69,"referenced_works":["https://openalex.org/W108600807","https://openalex.org/W1832693441","https://openalex.org/W1966933694","https://openalex.org/W2011261343","https://openalex.org/W2050103272","https://openalex.org/W2250247764","https://openalex.org/W2300902812","https://openalex.org/W2306447822","https://openalex.org/W2315977450","https://openalex.org/W2389007382","https://openalex.org/W2467570466","https://openalex.org/W2489370933","https://openalex.org/W2524898498","https://openalex.org/W2529281176","https://openalex.org/W2599674900","https://openalex.org/W2601748485","https://openalex.org/W2607303097","https://openalex.org/W2615497679","https://openalex.org/W2733384076","https://openalex.org/W2769507557","https://openalex.org/W2799498328","https://openalex.org/W2802817520","https://openalex.org/W2888414985","https://openalex.org/W2890484448","https://openalex.org/W2891846480","https://openalex.org/W2892181857","https://openalex.org/W2912348842","https://openalex.org/W2912906653","https://openalex.org/W2913721745","https://openalex.org/W2913873497","https://openalex.org/W2915002815","https://openalex.org/W2918087949","https://openalex.org/W2930957955","https://openalex.org/W2962692632","https://openalex.org/W2962795929","https://openalex.org/W2963811339","https://openalex.org/W2970583420","https://openalex.org/W2971220558","https://openalex.org/W3000333714","https://openalex.org/W3004975108","https://openalex.org/W3005971640","https://openalex.org/W3019577029","https://openalex.org/W3044515030","https://openalex.org/W3045834046","https://openalex.org/W3047095708","https://openalex.org/W3080295236","https://openalex.org/W3081817842","https://openalex.org/W3093282011","https://openalex.org/W3093800784","https://openalex.org/W3094384122","https://openalex.org/W3102065963","https://openalex.org/W3105203922","https://openalex.org/W3105324058","https://openalex.org/W3109305417","https://openalex.org/W3116843489","https://openalex.org/W3124465193","https://openalex.org/W3138407803","https://openalex.org/W3139831923","https://openalex.org/W3154745533","https://openalex.org/W3156289279","https://openalex.org/W3158586872","https://openalex.org/W3163508094","https://openalex.org/W3177211079","https://openalex.org/W3183866186","https://openalex.org/W3195105121","https://openalex.org/W3207396986","https://openalex.org/W4205509257","https://openalex.org/W4206070039","https://openalex.org/W4300829369"],"related_works":["https://openalex.org/W2900446122","https://openalex.org/W3037315328","https://openalex.org/W4312684429","https://openalex.org/W3101138303","https://openalex.org/W2349372848","https://openalex.org/W2753593955","https://openalex.org/W2907442881","https://openalex.org/W3018705632","https://openalex.org/W3018024369","https://openalex.org/W4311456904"],"abstract_inverted_index":{"Computational":[0],"Linguistics":[1],"(CL)":[2],"associated":[3],"with":[4,118],"the":[5,36,87,95,131,140,144,147,151,164,170,174,181,196,201,211,216,247,256,275,286,289],"Internet":[6],"of":[7,38,103,143,153,226,288],"Multimedia":[8],"Things":[9],"(IoMT)-enabled":[10],"multimedia":[11],"computing":[12],"applications":[13],"brings":[14],"several":[15],"research":[16,99],"challenges,":[17],"such":[18],"as":[19],"real-time":[20],"speech":[21],"understanding,":[22],"deep":[23],"fake":[24],"video":[25],"detection,":[26,62],"emotion":[27],"recognition,":[28],"home":[29],"automation,":[30],"and":[31,69,77,97,106,121,205,233,250,274],"so":[32],"on.":[33],"Due":[34],"to":[35,115,138,199,209,245,254],"emergence":[37],"machine":[39,119],"translation,":[40],"CL":[41],"solutions":[42],"have":[43],"increased":[44],"tremendously":[45],"for":[46,58],"different":[47],"natural":[48],"language":[49],"processing":[50],"(NLP)":[51],"applications.":[52],"Nowadays,":[53],"NLP-enabled":[54],"IoMT":[55,98],"is":[56,156,198,243,252],"essential":[57],"its":[59],"success.":[60],"Sarcasm":[61],"a":[63,111,154,188,234,267,296],"recently":[64],"emerging":[65],"artificial":[66],"intelligence":[67],"(AI)":[68],"NLP":[70,107],"task,":[71],"aims":[72],"at":[73],"discovering":[74],"sarcastic,":[75],"ironic,":[76],"metaphoric":[78],"information":[79,258],"implied":[80],"in":[81,86,157,169,183,215],"texts":[82],"that":[83],"are":[84,264],"generated":[85],"IoMT.":[88],"It":[89],"has":[90],"drawn":[91],"much":[92],"attention":[93,238],"from":[94,230],"AI":[96],"community.":[100],"The":[101,282],"advance":[102],"sarcasm":[104,127,177,192,212,269,280],"detection":[105,128,193],"techniques":[108],"will":[109],"provide":[110],"cost-effective,":[112],"intelligent":[113],"way":[114],"work":[116],"together":[117],"devices":[120],"high-level":[122],"human-to-device":[123],"interactions.":[124],"However,":[125],"existing":[126],"approaches":[129],"neglect":[130],"hidden":[132],"stance":[133,204,257],"behind":[134],"texts,":[135],"thus":[136],"insufficient":[137],"exploit":[139],"full":[141],"potential":[142],"task.":[145],"Indeed,":[146],"stance,":[148],"i.e.,":[149],"whether":[150],"author":[152],"text":[155],"favor":[158],"of,":[159],"against,":[160],"or":[161,166],"neutral":[162],"toward":[163],"proposition":[165],"target":[167],"talked":[168],"text,":[171],"largely":[172],"determines":[173],"text\u2019s":[175],"actual":[176],"orientation.":[178],"To":[179],"fill":[180],"gap,":[182],"this":[184],"research,":[185],"we":[186,272],"propose":[187,220],"new":[189],"task:":[190],"stance-level":[191],"(SLSD),":[194],"where":[195],"goal":[197],"uncover":[200],"author\u2019s":[202],"latent":[203],"based":[206],"on":[207,259,266],"it":[208],"identify":[210],"polarity":[213],"expressed":[214],"text.":[217],"We":[218],"then":[219],"an":[221],"integral":[222],"framework,":[223],"which":[224],"consists":[225],"Bidirectional":[227],"Encoder":[228],"Representations":[229],"Transformers":[231],"(BERT)":[232],"novel":[235],"stance-centered":[236],"graph":[237],"networks":[239],"(SCGAT).":[240],"Specifically,":[241],"BERT":[242],"used":[244],"capture":[246,255],"sentence":[248],"representation,":[249],"SCGAT":[251,290],"designed":[253],"specific":[260],"target.":[261],"Extensive":[262],"experiments":[263],"conducted":[265],"Chinese":[268],"sentiment":[270],"dataset":[271],"created":[273],"SemEval-2018":[276],"Task":[277],"3":[278],"English":[279],"dataset.":[281],"experimental":[283],"results":[284],"prove":[285],"effectiveness":[287],"framework":[291],"over":[292],"state-of-the-art":[293],"baselines":[294],"by":[295],"large":[297],"margin.":[298]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":15},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":10},{"year":2022,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
