{"id":"https://openalex.org/W4304098689","doi":"https://doi.org/10.1145/3503161.3548255","title":"Multimodal Hate Speech Detection via Cross-Domain Knowledge Transfer","display_name":"Multimodal Hate Speech Detection via Cross-Domain Knowledge Transfer","publication_year":2022,"publication_date":"2022-10-10","ids":{"openalex":"https://openalex.org/W4304098689","doi":"https://doi.org/10.1145/3503161.3548255"},"language":"en","primary_location":{"id":"doi:10.1145/3503161.3548255","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3503161.3548255","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3503161.3548255","source":{"id":"https://openalex.org/S4363608757","display_name":"Proceedings of the 30th ACM International Conference on Multimedia","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 30th ACM International Conference on Multimedia","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3503161.3548255","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5051341496","display_name":"Chuanpeng Yang","orcid":"https://orcid.org/0000-0003-0601-2224"},"institutions":[{"id":"https://openalex.org/I4210165038","display_name":"University of Chinese Academy of Sciences","ror":"https://ror.org/05qbk4x57","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165038"]},{"id":"https://openalex.org/I4210156404","display_name":"Institute of Information Engineering","ror":"https://ror.org/04r53se39","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210156404"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Chuanpeng Yang","raw_affiliation_strings":["Institute of Information Engineering, Chinese Academy of Sciences & School of Cyber Security, University of Chinese Academy of Sciences, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Information Engineering, Chinese Academy of Sciences & School of Cyber Security, University of Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210156404","https://openalex.org/I4210165038"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029956410","display_name":"Fuqing Zhu","orcid":"https://orcid.org/0000-0001-7061-3329"},"institutions":[{"id":"https://openalex.org/I4210165038","display_name":"University of Chinese Academy of Sciences","ror":"https://ror.org/05qbk4x57","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165038"]},{"id":"https://openalex.org/I4210156404","display_name":"Institute of Information Engineering","ror":"https://ror.org/04r53se39","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210156404"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Fuqing Zhu","raw_affiliation_strings":["Institute of Information Engineering, Chinese Academy of Sciences & School of Cyber Security, University of Chinese Academy of Sciences, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Information Engineering, Chinese Academy of Sciences & School of Cyber Security, University of Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210156404","https://openalex.org/I4210165038"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111226499","display_name":"Guihua Liu","orcid":null},"institutions":[{"id":"https://openalex.org/I4210165038","display_name":"University of Chinese Academy of Sciences","ror":"https://ror.org/05qbk4x57","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165038"]},{"id":"https://openalex.org/I4210156404","display_name":"Institute of Information Engineering","ror":"https://ror.org/04r53se39","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210156404"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guihua Liu","raw_affiliation_strings":["Institute of Information Engineering, Chinese Academy of Sciences & School of Cyber Security, University of Chinese Academy of Sciences, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Information Engineering, Chinese Academy of Sciences & School of Cyber Security, University of Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210156404","https://openalex.org/I4210165038"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112539471","display_name":"Jizhong Han","orcid":null},"institutions":[{"id":"https://openalex.org/I4210156404","display_name":"Institute of Information Engineering","ror":"https://ror.org/04r53se39","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210156404"]},{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"funder","lineage":["https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jizhong Han","raw_affiliation_strings":["Institute of Information Engineering, Chinese Academy of Sciences, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Information Engineering, Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210156404","https://openalex.org/I19820366"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5018288181","display_name":"Songlin Hu","orcid":"https://orcid.org/0000-0002-7170-3809"},"institutions":[{"id":"https://openalex.org/I4210156404","display_name":"Institute of Information Engineering","ror":"https://ror.org/04r53se39","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210156404"]},{"id":"https://openalex.org/I4210165038","display_name":"University of Chinese Academy of Sciences","ror":"https://ror.org/05qbk4x57","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165038"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Songlin Hu","raw_affiliation_strings":["Institute of Information Engineering, Chinese Academy of Sciences & School of Cyber Security, University of Chinese Academy of Sciences, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Information Engineering, Chinese Academy of Sciences & School of Cyber Security, University of Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210156404","https://openalex.org/I4210165038"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5051341496"],"corresponding_institution_ids":["https://openalex.org/I4210156404","https://openalex.org/I4210165038"],"apc_list":null,"apc_paid":null,"fwci":3.4292,"has_fulltext":true,"cited_by_count":39,"citation_normalized_percentile":{"value":0.94000424,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"4505","last_page":"4514"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12262","display_name":"Hate Speech and Cyberbullying Detection","score":0.9998999834060669,"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/T12262","display_name":"Hate Speech and Cyberbullying Detection","score":0.9998999834060669,"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/T11689","display_name":"Adversarial Robustness in Machine Learning","score":0.9751999974250793,"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/T11598","display_name":"Internet Traffic Analysis and Secure E-voting","score":0.9247000217437744,"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":0.8256478309631348},{"id":"https://openalex.org/keywords/sarcasm","display_name":"Sarcasm","score":0.6063252091407776},{"id":"https://openalex.org/keywords/semantic-gap","display_name":"Semantic gap","score":0.5706533193588257},{"id":"https://openalex.org/keywords/voice-activity-detection","display_name":"Voice activity detection","score":0.5638819932937622},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.5312402248382568},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.5073863863945007},{"id":"https://openalex.org/keywords/transformer","display_name":"Transformer","score":0.4874994456768036},{"id":"https://openalex.org/keywords/bridging","display_name":"Bridging (networking)","score":0.4862872064113617},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.48529380559921265},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.44352275133132935},{"id":"https://openalex.org/keywords/speech-processing","display_name":"Speech processing","score":0.28771698474884033},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.17586955428123474},{"id":"https://openalex.org/keywords/linguistics","display_name":"Linguistics","score":0.10476264357566833}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8256478309631348},{"id":"https://openalex.org/C2776207355","wikidata":"https://www.wikidata.org/wiki/Q191035","display_name":"Sarcasm","level":3,"score":0.6063252091407776},{"id":"https://openalex.org/C86034646","wikidata":"https://www.wikidata.org/wiki/Q474311","display_name":"Semantic gap","level":4,"score":0.5706533193588257},{"id":"https://openalex.org/C204201278","wikidata":"https://www.wikidata.org/wiki/Q1332614","display_name":"Voice activity detection","level":3,"score":0.5638819932937622},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.5312402248382568},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5073863863945007},{"id":"https://openalex.org/C66322947","wikidata":"https://www.wikidata.org/wiki/Q11658","display_name":"Transformer","level":3,"score":0.4874994456768036},{"id":"https://openalex.org/C174348530","wikidata":"https://www.wikidata.org/wiki/Q188635","display_name":"Bridging (networking)","level":2,"score":0.4862872064113617},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.48529380559921265},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.44352275133132935},{"id":"https://openalex.org/C61328038","wikidata":"https://www.wikidata.org/wiki/Q3358061","display_name":"Speech processing","level":2,"score":0.28771698474884033},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.17586955428123474},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.10476264357566833},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C1667742","wikidata":"https://www.wikidata.org/wiki/Q10927554","display_name":"Image retrieval","level":3,"score":0.0},{"id":"https://openalex.org/C2779975665","wikidata":"https://www.wikidata.org/wiki/Q131361","display_name":"Irony","level":2,"score":0.0},{"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/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C165801399","wikidata":"https://www.wikidata.org/wiki/Q25428","display_name":"Voltage","level":2,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"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:10.1145/3503161.3548255","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3503161.3548255","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3503161.3548255","source":{"id":"https://openalex.org/S4363608757","display_name":"Proceedings of the 30th ACM International Conference on Multimedia","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 30th ACM International Conference on Multimedia","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3503161.3548255","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3503161.3548255","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3503161.3548255","source":{"id":"https://openalex.org/S4363608757","display_name":"Proceedings of the 30th ACM International Conference on Multimedia","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 30th ACM International Conference on Multimedia","raw_type":"proceedings-article"},"sustainable_development_goals":[{"display_name":"Gender equality","score":0.6200000047683716,"id":"https://metadata.un.org/sdg/5"}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4304098689.pdf","grobid_xml":"https://content.openalex.org/works/W4304098689.grobid-xml"},"referenced_works_count":31,"referenced_works":["https://openalex.org/W2966661","https://openalex.org/W1861492603","https://openalex.org/W2110801486","https://openalex.org/W2194775991","https://openalex.org/W2256388387","https://openalex.org/W2296073425","https://openalex.org/W2473555522","https://openalex.org/W2511770992","https://openalex.org/W2593768305","https://openalex.org/W2740168486","https://openalex.org/W2788768841","https://openalex.org/W2798775284","https://openalex.org/W2886641317","https://openalex.org/W2889016530","https://openalex.org/W2904209271","https://openalex.org/W2904549000","https://openalex.org/W2914393402","https://openalex.org/W2923622379","https://openalex.org/W2949182780","https://openalex.org/W2951937667","https://openalex.org/W2964288524","https://openalex.org/W2971246534","https://openalex.org/W3035565303","https://openalex.org/W3080374445","https://openalex.org/W3090449556","https://openalex.org/W3105203922","https://openalex.org/W3153940464","https://openalex.org/W3173380736","https://openalex.org/W3175392088","https://openalex.org/W4220701676","https://openalex.org/W4300011764"],"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/W2128807628","https://openalex.org/W3046053481","https://openalex.org/W4234264766","https://openalex.org/W2415426693"],"abstract_inverted_index":{"Nowadays,":[0],"the":[1,14,18,23,40,47,50,72,81,104,133,148,165,180,185,197,205,210,219,232],"hate":[2,28,60,76,85,109,252],"speech":[3,29,77,86,110,253],"diffusion":[4,19],"of":[5,20,26,42,49,75,98,200,209,223],"texts":[6],"and":[7,52,88,112,119,151,157,170,174,177,187,212,242],"images":[8],"in":[9,59,172,225],"social":[10],"network":[11],"has":[12],"become":[13],"mainstream":[15,134],"compared":[16,239,247],"with":[17,179,240,248],"texts-only,":[21],"raising":[22],"pressing":[24],"needs":[25],"multimodal":[27,43,251],"detection":[30,87,90,111,114,254],"task.":[31,214],"Current":[32],"research":[33],"on":[34,39,103],"this":[35,63,92],"task":[36,202],"mainly":[37],"focuses":[38],"construction":[41],"models":[44],"without":[45],"considering":[46],"influence":[48],"unbalanced":[51],"widely":[53],"distributed":[54],"samples":[55,199,208,224],"for":[56,70],"various":[57],"attacks":[58],"speech.":[61],"In":[62],"situation,":[64],"introducing":[65],"enhanced":[66],"knowledge":[67,100,126],"is":[68,130],"necessary":[69],"understanding":[71],"attack":[73],"category":[74],"comprehensively.":[78],"Due":[79],"to":[80,183,196],"high":[82],"correlation":[83,206],"between":[84,155,168,207],"sarcasm":[89,113],"tasks,":[91,107,121,176],"paper":[93],"makes":[94],"an":[95],"initial":[96],"attempt":[97],"common":[99],"transfer":[101,127],"based":[102],"above":[105],"two":[106,226],"where":[108,132],"are":[115,145],"defined":[116],"as":[117,140],"primary":[118,156,173,213],"auxiliary":[120,158,175,201,211],"respectively.":[122],"A":[123],"scalable":[124],"cross-domain":[125],"(CDKT)":[128],"framework":[129],"proposed,":[131],"vision-language":[135],"transformer":[136],"could":[137],"be":[138],"employed":[139],"backbone":[141],"flexibly.":[142],"Three":[143],"modules":[144],"included,":[146],"bridging":[147],"semantic,":[149],"definition":[150],"domain":[152],"gaps":[153],"simultaneously":[154],"tasks.":[159,227],"Specifically,":[160],"semantic":[161],"adaptation":[162,191,216],"module":[163,192,217],"formulates":[164],"irrelevant":[166],"parts":[167],"image":[169],"text":[171,181],"disentangles":[178],"representation":[182],"align":[184],"visual":[186],"word":[188],"tokens.":[189],"Definition":[190],"assigns":[193],"different":[194],"weights":[195],"training":[198],"by":[203],"measuring":[204],"Domain":[215],"minimizes":[218],"feature":[220],"distribution":[221],"gap":[222],"Extensive":[228],"experiments":[229],"show":[230],"that":[231],"proposed":[233],"CDKT":[234],"provides":[235],"a":[236,244],"stable":[237],"improvement":[238],"baselines":[241],"produces":[243],"competitive":[245],"performance":[246],"some":[249],"existing":[250],"methods.":[255]},"counts_by_year":[{"year":2026,"cited_by_count":6},{"year":2025,"cited_by_count":11},{"year":2024,"cited_by_count":11},{"year":2023,"cited_by_count":11}],"updated_date":"2026-05-13T08:25:38.343686","created_date":"2025-10-10T00:00:00"}