{"id":"https://openalex.org/W4406459838","doi":"https://doi.org/10.1109/bigdata62323.2024.10825995","title":"Cross-Platform Hate Speech Detection with Weakly Supervised Causal Disentanglement","display_name":"Cross-Platform Hate Speech Detection with Weakly Supervised Causal Disentanglement","publication_year":2024,"publication_date":"2024-12-15","ids":{"openalex":"https://openalex.org/W4406459838","doi":"https://doi.org/10.1109/bigdata62323.2024.10825995"},"language":"en","primary_location":{"id":"doi:10.1109/bigdata62323.2024.10825995","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bigdata62323.2024.10825995","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Conference on Big Data (BigData)","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/A5084131728","display_name":"Paras Sheth","orcid":"https://orcid.org/0000-0002-6186-6946"},"institutions":[{"id":"https://openalex.org/I55732556","display_name":"Arizona State University","ror":"https://ror.org/03efmqc40","country_code":"US","type":"education","lineage":["https://openalex.org/I55732556"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Paras Sheth","raw_affiliation_strings":["Arizona State University,School of Computing and Augmented Intelligence,Tempe,AZ,USA"],"affiliations":[{"raw_affiliation_string":"Arizona State University,School of Computing and Augmented Intelligence,Tempe,AZ,USA","institution_ids":["https://openalex.org/I55732556"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052563955","display_name":"Tharindu Kumarage","orcid":null},"institutions":[{"id":"https://openalex.org/I55732556","display_name":"Arizona State University","ror":"https://ror.org/03efmqc40","country_code":"US","type":"education","lineage":["https://openalex.org/I55732556"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Tharindu Kumarage","raw_affiliation_strings":["Arizona State University,School of Computing and Augmented Intelligence,Tempe,AZ,USA"],"affiliations":[{"raw_affiliation_string":"Arizona State University,School of Computing and Augmented Intelligence,Tempe,AZ,USA","institution_ids":["https://openalex.org/I55732556"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047078657","display_name":"Raha Moraffah","orcid":"https://orcid.org/0000-0002-6891-2925"},"institutions":[{"id":"https://openalex.org/I107077323","display_name":"Worcester Polytechnic Institute","ror":"https://ror.org/05ejpqr48","country_code":"US","type":"education","lineage":["https://openalex.org/I107077323"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Raha Moraffah","raw_affiliation_strings":["Worcester Polytechnic Institute,Worcester,MA,USA"],"affiliations":[{"raw_affiliation_string":"Worcester Polytechnic Institute,Worcester,MA,USA","institution_ids":["https://openalex.org/I107077323"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047032131","display_name":"Aman Chadha","orcid":"https://orcid.org/0000-0001-6621-9003"},"institutions":[{"id":"https://openalex.org/I97018004","display_name":"Stanford University","ror":"https://ror.org/00f54p054","country_code":"US","type":"education","lineage":["https://openalex.org/I97018004"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Aman Chadha","raw_affiliation_strings":["Stanford University,Stanford,CA,USA"],"affiliations":[{"raw_affiliation_string":"Stanford University,Stanford,CA,USA","institution_ids":["https://openalex.org/I97018004"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100338946","display_name":"Huan Liu","orcid":"https://orcid.org/0000-0002-3264-7904"},"institutions":[{"id":"https://openalex.org/I55732556","display_name":"Arizona State University","ror":"https://ror.org/03efmqc40","country_code":"US","type":"education","lineage":["https://openalex.org/I55732556"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Huan Liu","raw_affiliation_strings":["Arizona State University,School of Computing and Augmented Intelligence,Tempe,AZ,USA"],"affiliations":[{"raw_affiliation_string":"Arizona State University,School of Computing and Augmented Intelligence,Tempe,AZ,USA","institution_ids":["https://openalex.org/I55732556"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5084131728"],"corresponding_institution_ids":["https://openalex.org/I55732556"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.23767219,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"6365","last_page":"6373"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12262","display_name":"Hate Speech and Cyberbullying Detection","score":1.0,"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":1.0,"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":0.9765999913215637,"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":0.659369170665741},{"id":"https://openalex.org/keywords/voice-activity-detection","display_name":"Voice activity detection","score":0.5039786696434021},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.4576815962791443},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.37835031747817993},{"id":"https://openalex.org/keywords/speech-processing","display_name":"Speech processing","score":0.3056908845901489}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.659369170665741},{"id":"https://openalex.org/C204201278","wikidata":"https://www.wikidata.org/wiki/Q1332614","display_name":"Voice activity detection","level":3,"score":0.5039786696434021},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.4576815962791443},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.37835031747817993},{"id":"https://openalex.org/C61328038","wikidata":"https://www.wikidata.org/wiki/Q3358061","display_name":"Speech processing","level":2,"score":0.3056908845901489}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/bigdata62323.2024.10825995","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bigdata62323.2024.10825995","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Conference on Big Data (BigData)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/10","score":0.5799999833106995,"display_name":"Reduced inequalities"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320337345","display_name":"Office of Naval Research","ror":"https://ror.org/00rk2pe57"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":40,"referenced_works":["https://openalex.org/W2145287260","https://openalex.org/W2157364932","https://openalex.org/W2563826943","https://openalex.org/W2595653137","https://openalex.org/W2769041395","https://openalex.org/W2803785842","https://openalex.org/W2810732061","https://openalex.org/W2959716049","https://openalex.org/W2962932155","https://openalex.org/W2965373594","https://openalex.org/W3034999214","https://openalex.org/W3086036121","https://openalex.org/W3092571094","https://openalex.org/W3098507080","https://openalex.org/W3099161326","https://openalex.org/W3106109117","https://openalex.org/W3135855479","https://openalex.org/W3166913490","https://openalex.org/W3172399575","https://openalex.org/W3173380736","https://openalex.org/W3185909895","https://openalex.org/W3190486510","https://openalex.org/W3195130895","https://openalex.org/W3205655893","https://openalex.org/W4287888706","https://openalex.org/W4297798436","https://openalex.org/W4300906944","https://openalex.org/W4304098689","https://openalex.org/W4311922112","https://openalex.org/W4319988691","https://openalex.org/W4380302036","https://openalex.org/W4381191988","https://openalex.org/W4385569897","https://openalex.org/W4385573807","https://openalex.org/W4386798175","https://openalex.org/W4392384877","https://openalex.org/W4392822166","https://openalex.org/W4399205534","https://openalex.org/W4401042095","https://openalex.org/W6862332867"],"related_works":["https://openalex.org/W191108438","https://openalex.org/W3135230428","https://openalex.org/W2904739811","https://openalex.org/W249088392","https://openalex.org/W2152158029","https://openalex.org/W2012540220","https://openalex.org/W2559837139","https://openalex.org/W2131711534","https://openalex.org/W2559040841","https://openalex.org/W114661351"],"abstract_inverted_index":{"Content":[0],"moderation":[1],"on":[2,36,105],"social":[3],"media":[4],"faces":[5],"increasing":[6],"challenges":[7],"due":[8],"to":[9,26,51,72,95,154],"the":[10,44,74,96,131,160],"rapid":[11],"evolution":[12],"of":[13,77,99,133,163],"hate":[14,17,49,78,100,142],"speech.":[15],"Identifying":[16],"speech":[18,79,101,143],"is":[19],"challenging,":[20],"especially":[21],"as":[22],"it":[23],"constantly":[24],"evolves":[25],"evade":[27],"detection.":[28],"To":[29,81],"address":[30],"this,":[31],"current":[32],"methods":[33],"often":[34,65],"rely":[35],"auxiliary":[37],"data":[38],"like":[39],"target":[40,57,107,135],"labels,":[41],"which":[42],"specify":[43],"particular":[45],"group":[46],"targeted":[47],"by":[48,158],"speech,":[50],"improve":[52],"detection":[53,128],"accuracy.":[54],"While":[55],"these":[56,83],"labels":[58],"can":[59],"enhance":[60],"model":[61],"performance,":[62],"they":[63],"are":[64],"scarce,":[66],"inconsistent":[67],"across":[68],"platforms,":[69],"and":[70,113,123,149],"unable":[71],"capture":[73],"full":[75],"spectrum":[76],"variations.":[80],"overcome":[82],"limitations,":[84],"we":[85],"introduce":[86],"HATE-WATCH,":[87],"a":[88,146],"novel":[89],"weakly":[90],"supervised":[91],"framework":[92],"that":[93,152],"adapts":[94],"fluid":[97],"nature":[98],"without":[102],"relying":[103],"heavily":[104],"explicit":[106],"labels.":[108,136],"By":[109],"employing":[110],"confidence-based":[111],"reweighting":[112],"contrastive":[114],"regularization,":[115],"HATE-WATCH":[116],"effectively":[117],"disentangles":[118],"input":[119],"features":[120],"into":[121],"universal":[122],"platform-specific":[124],"representations,":[125],"enabling":[126],"robust":[127],"even":[129],"in":[130],"absence":[132],"detailed":[134],"This":[137],"approach":[138],"significantly":[139],"advances":[140],"cross-platform":[141],"detection,":[144],"offering":[145],"more":[147],"adaptable":[148],"scalable":[150],"solution":[151],"contributes":[153],"safer":[155],"online":[156],"communities":[157],"addressing":[159],"real-world":[161],"complexities":[162],"content":[164],"moderation.":[165]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}