{"id":"https://openalex.org/W4403713300","doi":"https://doi.org/10.1145/3689062.3689375","title":"AMTN: Attention-Enhanced Multimodal Temporal Network for Humor Detection","display_name":"AMTN: Attention-Enhanced Multimodal Temporal Network for Humor Detection","publication_year":2024,"publication_date":"2024-10-23","ids":{"openalex":"https://openalex.org/W4403713300","doi":"https://doi.org/10.1145/3689062.3689375"},"language":"en","primary_location":{"id":"doi:10.1145/3689062.3689375","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3689062.3689375","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 5th on Multimodal Sentiment Analysis Challenge and Workshop: Social Perception and Humor","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/A5018696423","display_name":"Yangyang Xu","orcid":"https://orcid.org/0009-0002-5406-5961"},"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":true,"raw_author_name":"Yangyang Xu","raw_affiliation_strings":["Institute of Advanced Technology, University of Science and Technology of China, HeFei, China"],"affiliations":[{"raw_affiliation_string":"Institute of Advanced Technology, University of Science and Technology of China, HeFei, China","institution_ids":["https://openalex.org/I126520041"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022107347","display_name":"Peng Zou","orcid":null},"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":"Peng Zou","raw_affiliation_strings":["Institute of Advanced Technology, University of Science and Technology of China, HeFei, China"],"affiliations":[{"raw_affiliation_string":"Institute of Advanced Technology, University of Science and Technology of China, HeFei, China","institution_ids":["https://openalex.org/I126520041"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Rui Wang","orcid":"https://orcid.org/0009-0000-6178-9808"},"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":"Rui Wang","raw_affiliation_strings":["Institute of Advanced Technology, University of Science and Technology of China, HeFei, China"],"affiliations":[{"raw_affiliation_string":"Institute of Advanced Technology, University of Science and Technology of China, HeFei, China","institution_ids":["https://openalex.org/I126520041"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071245446","display_name":"Qi Li","orcid":"https://orcid.org/0000-0002-8655-5781"},"institutions":[{"id":"https://openalex.org/I143868143","display_name":"Anhui University","ror":"https://ror.org/05th6yx34","country_code":"CN","type":"education","lineage":["https://openalex.org/I143868143"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qi Li","raw_affiliation_strings":["AHU-IAI AI Joint Laboratory, Anhui University, HeFei, China"],"affiliations":[{"raw_affiliation_string":"AHU-IAI AI Joint Laboratory, Anhui University, HeFei, China","institution_ids":["https://openalex.org/I143868143"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101103142","display_name":"Chengpeng Xu","orcid":null},"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":"Chengpeng Xu","raw_affiliation_strings":["Institute of Advanced Technology, University of Science and Technology of China, HeFei, China"],"affiliations":[{"raw_affiliation_string":"Institute of Advanced Technology, University of Science and Technology of China, HeFei, China","institution_ids":["https://openalex.org/I126520041"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003582995","display_name":"Zhuoer Zhao","orcid":"https://orcid.org/0009-0002-6535-2843"},"institutions":[{"id":"https://openalex.org/I143868143","display_name":"Anhui University","ror":"https://ror.org/05th6yx34","country_code":"CN","type":"education","lineage":["https://openalex.org/I143868143"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhuoer Zhao","raw_affiliation_strings":["AHU-IAI AI Joint Laboratory, Anhui University, HeFei, China"],"affiliations":[{"raw_affiliation_string":"AHU-IAI AI Joint Laboratory, Anhui University, HeFei, China","institution_ids":["https://openalex.org/I143868143"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034737032","display_name":"Xun Yang","orcid":"https://orcid.org/0000-0003-0201-1638"},"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":"Xun Yang","raw_affiliation_strings":["School of Information Science and Technology, University of Science and Technology of China, HeFei, China"],"affiliations":[{"raw_affiliation_string":"School of Information Science and Technology, University of Science and Technology of China, HeFei, China","institution_ids":["https://openalex.org/I126520041"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088062069","display_name":"Xiao Sun","orcid":"https://orcid.org/0000-0001-9750-7032"},"institutions":[{"id":"https://openalex.org/I16365422","display_name":"Hefei University of Technology","ror":"https://ror.org/02czkny70","country_code":"CN","type":"education","lineage":["https://openalex.org/I16365422"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiao Sun","raw_affiliation_strings":["School of Computer Science and Information Engineering, Hefei University of Technology &amp; Institute of Artificial Intelligence, Hefei Comprehensive National Science Center, Hefei, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Information Engineering, Hefei University of Technology &amp; Institute of Artificial Intelligence, Hefei Comprehensive National Science Center, Hefei, China","institution_ids":["https://openalex.org/I16365422"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059530979","display_name":"Dan Guo","orcid":"https://orcid.org/0000-0003-2594-254X"},"institutions":[{"id":"https://openalex.org/I16365422","display_name":"Hefei University of Technology","ror":"https://ror.org/02czkny70","country_code":"CN","type":"education","lineage":["https://openalex.org/I16365422"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Dan Guo","raw_affiliation_strings":["School of Computer Science and Information Engineering, Hefei University of Technology, HeFei, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Information Engineering, Hefei University of Technology, HeFei, China","institution_ids":["https://openalex.org/I16365422"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100377147","display_name":"Meng Wang","orcid":"https://orcid.org/0000-0002-3094-7735"},"institutions":[{"id":"https://openalex.org/I16365422","display_name":"Hefei University of Technology","ror":"https://ror.org/02czkny70","country_code":"CN","type":"education","lineage":["https://openalex.org/I16365422"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Meng Wang","raw_affiliation_strings":["School of Computer Science and Information Engineering, Hefei University of Technology &amp; Institute of Artificial Intelligence, Hefei Comprehensive National Science Center, Hefei, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Information Engineering, Hefei University of Technology &amp; Institute of Artificial Intelligence, Hefei Comprehensive National Science Center, Hefei, China","institution_ids":["https://openalex.org/I16365422"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":10,"corresponding_author_ids":["https://openalex.org/A5018696423"],"corresponding_institution_ids":["https://openalex.org/I126520041"],"apc_list":null,"apc_paid":null,"fwci":0.6315,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.73709303,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"65","last_page":"69"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11795","display_name":"Humor Studies and Applications","score":0.9901000261306763,"subfield":{"id":"https://openalex.org/subfields/3207","display_name":"Social Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11795","display_name":"Humor Studies and Applications","score":0.9901000261306763,"subfield":{"id":"https://openalex.org/subfields/3207","display_name":"Social Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11439","display_name":"Video Analysis and Summarization","score":0.9898999929428101,"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/T12357","display_name":"Digital Media Forensic Detection","score":0.9610000252723694,"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/computer-science","display_name":"Computer science","score":0.6448923349380493},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.37618014216423035},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.32245761156082153}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6448923349380493},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.37618014216423035},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.32245761156082153}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3689062.3689375","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3689062.3689375","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 5th on Multimodal Sentiment Analysis Challenge and Workshop: Social Perception and Humor","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2716605313","display_name":null,"funder_award_id":"62272144, U22A2094","funder_id":"https://openalex.org/F4320323817","funder_display_name":"Universitas Brawijaya"},{"id":"https://openalex.org/G6958679690","display_name":null,"funder_award_id":"2021YFC3300500, 2022YFC3803202","funder_id":"https://openalex.org/F4320323817","funder_display_name":"Universitas Brawijaya"}],"funders":[{"id":"https://openalex.org/F4320323817","display_name":"Universitas Brawijaya","ror":"https://ror.org/01wk3d929"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":22,"referenced_works":["https://openalex.org/W2194775991","https://openalex.org/W2341528187","https://openalex.org/W2594908799","https://openalex.org/W2804900514","https://openalex.org/W2963351448","https://openalex.org/W3005393354","https://openalex.org/W3101998545","https://openalex.org/W3128412859","https://openalex.org/W3206349670","https://openalex.org/W4297438061","https://openalex.org/W4297499129","https://openalex.org/W4311414773","https://openalex.org/W4312651322","https://openalex.org/W4322736091","https://openalex.org/W4385571546","https://openalex.org/W4387814489","https://openalex.org/W4387814904","https://openalex.org/W4391216149","https://openalex.org/W4392657946","https://openalex.org/W4396843654","https://openalex.org/W4398756379","https://openalex.org/W4403713301"],"related_works":["https://openalex.org/W2772917594","https://openalex.org/W2036807459","https://openalex.org/W2058170566","https://openalex.org/W2755342338","https://openalex.org/W2166024367","https://openalex.org/W3116076068","https://openalex.org/W2229312674","https://openalex.org/W2951359407","https://openalex.org/W2079911747","https://openalex.org/W1969923398"],"abstract_inverted_index":{"In":[0],"this":[1,92],"paper,":[2],"we":[3,39,57,83],"introduce":[4],"the":[5,13,23,41,48,63,85,112,127,131,140],"Attention-Enhanced":[6],"Multimodal":[7],"Temporal":[8,42],"Network":[9,44],"(AMTN)":[10],"to":[11,46,61],"address":[12],"MuSe":[14],"2024":[15],"Cross-Cultural":[16],"Humor":[17],"Detection":[18],"Sub-Challenge":[19],"(MuSe-Humor),":[20],"which":[21,106],"highlights":[22],"task":[24],"of":[25,65,87,124],"humor":[26,80],"detection":[27],"within":[28,51],"a":[29,95,115,120],"cross-cultural":[30],"context,":[31],"leveraging":[32],"multimodal":[33],"information":[34,66],"for":[35,79,91,111],"its":[36],"accomplishment.":[37],"Specifically,":[38],"employ":[40],"Convolutional":[43],"(TCN)":[45],"capture":[47],"temporal":[49,71],"dynamics":[50],"individual":[52],"modalities'":[53],"features.":[54],"Following":[55],"this,":[56],"apply":[58],"attention":[59],"mechanism":[60],"refine":[62],"integration":[64],"across":[67],"different":[68],"modalities":[69],"and":[70,135],"sequences.":[72],"The":[73],"integrated":[74],"features":[75],"are":[76],"then":[77],"used":[78],"detection.":[81],"Furthermore,":[82],"investigate":[84],"effectiveness":[86],"an":[88],"end-to-end":[89],"approach":[90],"challenge.":[93,113],"Finally,":[94],"more":[96],"robust":[97],"outcome":[98],"is":[99],"achieved":[100],"by":[101,133],"aggregating":[102],"multiple":[103],"experimental":[104],"results,":[105],"constitutes":[107],"our":[108,117],"final":[109],"submission":[110],"As":[114],"result,":[116],"solution":[118],"achieves":[119],"remarkable":[121],"AUC":[122],"score":[123],"0.8833":[125],"on":[126],"test":[128],"dataset,":[129],"outperforming":[130],"baseline":[132],"0.0151":[134],"securing":[136],"2nd":[137],"place":[138],"in":[139],"MuSe-Humor":[141],"sub-challenge.":[142]},"counts_by_year":[{"year":2024,"cited_by_count":1}],"updated_date":"2026-04-09T08:11:56.329763","created_date":"2025-10-10T00:00:00"}
