{"id":"https://openalex.org/W7169191213","doi":"https://doi.org/10.1007/978-981-92-3417-2_24","title":"SCH-SD: Sarcasm Detection with Sarcasm Cues and Hypergraph","display_name":"SCH-SD: Sarcasm Detection with Sarcasm Cues and Hypergraph","publication_year":2026,"publication_date":"2026-07-16","ids":{"openalex":"https://openalex.org/W7169191213","doi":"https://doi.org/10.1007/978-981-92-3417-2_24"},"language":"en","primary_location":{"id":"doi:10.1007/978-981-92-3417-2_24","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-981-92-3417-2_24","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://doi.org/10.1007/978-981-92-3417-2_24","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5078119268","display_name":"P P Li","orcid":null},"institutions":[{"id":"https://openalex.org/I181877577","display_name":"Shanxi University","ror":"https://ror.org/03y3e3s17","country_code":"CN","type":"education","lineage":["https://openalex.org/I181877577"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Pengshuai Li","raw_affiliation_strings":["School of Computer and Information Technology, Shanxi University, Taiyuan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer and Information Technology, Shanxi University, Taiyuan, China","institution_ids":["https://openalex.org/I181877577"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5140983307","display_name":"Yang Li","orcid":null},"institutions":[{"id":"https://openalex.org/I170751988","display_name":"Shanxi University of Finance and Economics","ror":"https://ror.org/04nte7y58","country_code":"CN","type":"education","lineage":["https://openalex.org/I170751988"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yang Li","raw_affiliation_strings":["School of Finance, Shanxi University of Finance and Economics, Taiyuan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Finance, Shanxi University of Finance and Economics, Taiyuan, China","institution_ids":["https://openalex.org/I170751988"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046924740","display_name":"Suge Wang","orcid":"https://orcid.org/0000-0002-1553-2937"},"institutions":[{"id":"https://openalex.org/I181877577","display_name":"Shanxi University","ror":"https://ror.org/03y3e3s17","country_code":"CN","type":"education","lineage":["https://openalex.org/I181877577"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Suge Wang","raw_affiliation_strings":["Key Laboratory of Computational Intelligence and Chinese Information Processing of Ministry of Education, Shanxi University, Taiyuan, China","School of Computer and Information Technology, Shanxi University, Taiyuan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Key Laboratory of Computational Intelligence and Chinese Information Processing of Ministry of Education, Shanxi University, Taiyuan, China","institution_ids":["https://openalex.org/I181877577"]},{"raw_affiliation_string":"School of Computer and Information Technology, Shanxi University, Taiyuan, China","institution_ids":["https://openalex.org/I181877577"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101419240","display_name":"Jian Liao","orcid":"https://orcid.org/0000-0001-9854-4935"},"institutions":[{"id":"https://openalex.org/I181877577","display_name":"Shanxi University","ror":"https://ror.org/03y3e3s17","country_code":"CN","type":"education","lineage":["https://openalex.org/I181877577"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jian Liao","raw_affiliation_strings":["School of Computer and Information Technology, Shanxi University, Taiyuan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer and Information Technology, Shanxi University, Taiyuan, China","institution_ids":["https://openalex.org/I181877577"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048636318","display_name":"Jianxing Zheng","orcid":"https://orcid.org/0000-0003-3510-2616"},"institutions":[{"id":"https://openalex.org/I181877577","display_name":"Shanxi University","ror":"https://ror.org/03y3e3s17","country_code":"CN","type":"education","lineage":["https://openalex.org/I181877577"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jianxing Zheng","raw_affiliation_strings":["School of Computer and Information Technology, Shanxi University, Taiyuan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer and Information Technology, Shanxi University, Taiyuan, China","institution_ids":["https://openalex.org/I181877577"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100698996","display_name":"Deyu Li","orcid":"https://orcid.org/0000-0003-2489-9404"},"institutions":[{"id":"https://openalex.org/I181877577","display_name":"Shanxi University","ror":"https://ror.org/03y3e3s17","country_code":"CN","type":"education","lineage":["https://openalex.org/I181877577"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Deyu Li","raw_affiliation_strings":["Key Laboratory of Computational Intelligence and Chinese Information Processing of Ministry of Education, Shanxi University, Taiyuan, China","School of Computer and Information Technology, Shanxi University, Taiyuan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Key Laboratory of Computational Intelligence and Chinese Information Processing of Ministry of Education, Shanxi University, Taiyuan, China","institution_ids":["https://openalex.org/I181877577"]},{"raw_affiliation_string":"School of Computer and Information Technology, Shanxi University, Taiyuan, China","institution_ids":["https://openalex.org/I181877577"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5140983307"],"corresponding_institution_ids":["https://openalex.org/I170751988"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":{"value":5000,"currency":"EUR","value_usd":5392},"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"274","last_page":"285"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":null,"topics":[],"keywords":[{"id":"https://openalex.org/keywords/sarcasm","display_name":"Sarcasm","score":0.9865000247955322},{"id":"https://openalex.org/keywords/leverage","display_name":"Leverage (statistics)","score":0.5659000277519226},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.5077999830245972},{"id":"https://openalex.org/keywords/hypergraph","display_name":"Hypergraph","score":0.38519999384880066},{"id":"https://openalex.org/keywords/mechanism","display_name":"Mechanism (biology)","score":0.29649999737739563}],"concepts":[{"id":"https://openalex.org/C2776207355","wikidata":"https://www.wikidata.org/wiki/Q191035","display_name":"Sarcasm","level":3,"score":0.9865000247955322},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7990000247955322},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6485000252723694},{"id":"https://openalex.org/C153083717","wikidata":"https://www.wikidata.org/wiki/Q6535263","display_name":"Leverage (statistics)","level":2,"score":0.5659000277519226},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.5365999937057495},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5077999830245972},{"id":"https://openalex.org/C2781221856","wikidata":"https://www.wikidata.org/wiki/Q840247","display_name":"Hypergraph","level":2,"score":0.38519999384880066},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.32420000433921814},{"id":"https://openalex.org/C89611455","wikidata":"https://www.wikidata.org/wiki/Q6804646","display_name":"Mechanism (biology)","level":2,"score":0.29649999737739563},{"id":"https://openalex.org/C177774035","wikidata":"https://www.wikidata.org/wiki/Q1246948","display_name":"Granularity","level":2,"score":0.2831000089645386},{"id":"https://openalex.org/C175154964","wikidata":"https://www.wikidata.org/wiki/Q380077","display_name":"Task analysis","level":3,"score":0.2705000042915344},{"id":"https://openalex.org/C155092808","wikidata":"https://www.wikidata.org/wiki/Q182557","display_name":"Computational linguistics","level":2,"score":0.2563999891281128}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-981-92-3417-2_24","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-981-92-3417-2_24","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"}],"best_oa_location":{"id":"doi:10.1007/978-981-92-3417-2_24","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-981-92-3417-2_24","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W2079735306","https://openalex.org/W2951937667","https://openalex.org/W3035565303","https://openalex.org/W3207396986","https://openalex.org/W4285304773","https://openalex.org/W4385572183","https://openalex.org/W4385572265","https://openalex.org/W4385573263","https://openalex.org/W4401042542","https://openalex.org/W4410016606","https://openalex.org/W7155086796"],"related_works":[],"abstract_inverted_index":{"Multimodal":[0,64],"sarcasm":[1,22],"detection":[2,23],"is":[3],"a":[4,44,63,86,103],"critical":[5],"and":[6,17,30,53,74,126,138,140,144],"challenging":[7],"task":[8],"that":[9,129],"requires":[10],"understanding":[11],"the":[12,80,92,112,122],"implicit":[13,27,76],"associations":[14],"between":[15,116],"images":[16],"text.":[18],"The":[19],"existing":[20,132],"multimodal":[21],"methods":[24],"frequently":[25],"overlook":[26],"sarcastic":[28,77],"cues":[29,78],"are":[31],"inadequate":[32],"in":[33],"modeling":[34],"complex":[35,113],"inter-modal":[36],"conflicts.":[37],"To":[38],"address":[39],"these":[40],"limitations,":[41],"we":[42,57,84,101],"propose":[43],"novel":[45],"framework,":[46],"termed":[47],"Sarcasm":[48,51],"Detection":[49],"with":[50],"Cues":[52],"Hypergraph":[54],"(SCH-SD).":[55],"Specifically,":[56],"design":[58,102],"prompt":[59],"templates":[60],"to":[61,91,95,110],"leverage":[62],"Large":[65],"Language":[66],"Model":[67],"(MLLM)":[68],"for":[69],"generating":[70],"detailed":[71],"image":[72],"descriptions":[73],"extracting":[75],"from":[79],"input":[81],"samples.":[82],"Next,":[83],"apply":[85],"shallow":[87],"cross-modal":[88,98,106],"fusion":[89,108],"mechanism":[90],"encoded":[93],"features":[94],"facilitate":[96],"preliminary":[97],"interactions.":[99],"Finally,":[100],"hypergraph-based":[104],"deep":[105],"information":[107,115],"module":[109],"model":[111],"conflicting":[114],"different":[117],"modalities.":[118],"Experimental":[119],"results":[120],"on":[121],"public":[123],"benchmarks":[124],"MMSD1.0":[125],"MMSD2.0":[127],"demonstrate":[128],"SCH-SD":[130],"outperforms":[131],"baselines,":[133],"improving":[134],"Acc":[135],"by":[136,142],"1.68%":[137],"0.83%,":[139],"F1":[141],"2.77%":[143],"1.98%,":[145],"respectively,":[146],"achieving":[147],"state-of-the-art":[148],"performance.":[149]},"counts_by_year":[],"updated_date":"2026-07-18T05:51:51.687321","created_date":"2026-07-17T00:00:00"}
