{"id":"https://openalex.org/W7126368819","doi":"https://doi.org/10.18653/v1/2024.case-1.28","title":"DetectiveReDASers at HSD-2Lang 2024: A New Pooling Strategy with Cross-lingual Augmentation and Ensembling for Hate Speech Detection in Low-resource Languages","display_name":"DetectiveReDASers at HSD-2Lang 2024: A New Pooling Strategy with Cross-lingual Augmentation and Ensembling for Hate Speech Detection in Low-resource Languages","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W7126368819","doi":"https://doi.org/10.18653/v1/2024.case-1.28"},"language":null,"primary_location":{"id":"doi:10.18653/v1/2024.case-1.28","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/2024.case-1.28","pdf_url":"https://aclanthology.org/2024.case-1.28.pdf","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 7th Workshop on Challenges and Applications of Automated Extraction of Socio-political Events from Text (CASE 2024)","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://aclanthology.org/2024.case-1.28.pdf","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5073964491","display_name":"Fatima Zahra Qachfar","orcid":"https://orcid.org/0000-0002-6254-3364"},"institutions":[{"id":"https://openalex.org/I44461941","display_name":"University of Houston","ror":"https://ror.org/048sx0r50","country_code":"US","type":"education","lineage":["https://openalex.org/I44461941"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Fatima Zahra Qachfar","raw_affiliation_strings":["University of Houston Houston , TX , USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Houston Houston , TX , USA","institution_ids":["https://openalex.org/I44461941"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039497569","display_name":"Bryan Tuck","orcid":"https://orcid.org/0009-0002-3739-9708"},"institutions":[{"id":"https://openalex.org/I44461941","display_name":"University of Houston","ror":"https://ror.org/048sx0r50","country_code":"US","type":"education","lineage":["https://openalex.org/I44461941"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Bryan Tuck","raw_affiliation_strings":["University of Houston Houston , TX , USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Houston Houston , TX , USA","institution_ids":["https://openalex.org/I44461941"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5050592031","display_name":"Rakesh Verma","orcid":"https://orcid.org/0000-0002-7466-7823"},"institutions":[{"id":"https://openalex.org/I44461941","display_name":"University of Houston","ror":"https://ror.org/048sx0r50","country_code":"US","type":"education","lineage":["https://openalex.org/I44461941"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Rakesh Verma","raw_affiliation_strings":["University of Houston Houston , TX , USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Houston Houston , TX , USA","institution_ids":["https://openalex.org/I44461941"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I44461941"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.42253359,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"199","last_page":"204"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12262","display_name":"Hate Speech and Cyberbullying Detection","score":0.9559000134468079,"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":0.9559000134468079,"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/T12380","display_name":"Authorship Attribution and Profiling","score":0.006800000090152025,"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/T10201","display_name":"Speech Recognition and Synthesis","score":0.0034000000450760126,"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/pooling","display_name":"Pooling","score":0.5358999967575073},{"id":"https://openalex.org/keywords/voice-activity-detection","display_name":"Voice activity detection","score":0.34860000014305115},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.2863999903202057},{"id":"https://openalex.org/keywords/detection-theory","display_name":"Detection theory","score":0.274399995803833}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5983999967575073},{"id":"https://openalex.org/C70437156","wikidata":"https://www.wikidata.org/wiki/Q7228652","display_name":"Pooling","level":2,"score":0.5358999967575073},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.47769999504089355},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.428600013256073},{"id":"https://openalex.org/C204201278","wikidata":"https://www.wikidata.org/wiki/Q1332614","display_name":"Voice activity detection","level":3,"score":0.34860000014305115},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.2978000044822693},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.2863999903202057},{"id":"https://openalex.org/C137270730","wikidata":"https://www.wikidata.org/wiki/Q120811","display_name":"Detection theory","level":3,"score":0.274399995803833},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.2676999866962433},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.2621000111103058},{"id":"https://openalex.org/C195324797","wikidata":"https://www.wikidata.org/wiki/Q33742","display_name":"Natural language","level":2,"score":0.2526000142097473}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.18653/v1/2024.case-1.28","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/2024.case-1.28","pdf_url":"https://aclanthology.org/2024.case-1.28.pdf","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 7th Workshop on Challenges and Applications of Automated Extraction of Socio-political Events from Text (CASE 2024)","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.18653/v1/2024.case-1.28","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/2024.case-1.28","pdf_url":"https://aclanthology.org/2024.case-1.28.pdf","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 7th Workshop on Challenges and Applications of Automated Extraction of Socio-political Events from Text (CASE 2024)","raw_type":"proceedings-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/10","score":0.41341349482536316,"display_name":"Reduced inequalities"}],"awards":[{"id":"https://openalex.org/G6523399184","display_name":null,"funder_award_id":"W911NF-20-1-0254","funder_id":"https://openalex.org/F4320338281","funder_display_name":"Army Research Office"},{"id":"https://openalex.org/G7025855313","display_name":"EAGER: DCL: SaTC: Enabling Interdisciplinary Collaboration: Inoculation vs. education: the role of real time alerts and end-user overconfidence","funder_award_id":"2210198","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G7132413317","display_name":"REU SITE: Research Experience for Undergraduates in Frontiers in Data-driven Computing","funder_award_id":"2244279","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G7452299184","display_name":null,"funder_award_id":"W911NF","funder_id":"https://openalex.org/F4320338281","funder_display_name":"Army Research Office"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320338281","display_name":"Army Research Office","ror":"https://ror.org/05epdh915"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W7126368819.pdf","grobid_xml":"https://content.openalex.org/works/W7126368819.grobid-xml"},"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"This":[0],"paper":[1],"addresses":[2],"hate":[3,51,107],"speech":[4,52,108],"detection":[5],"in":[6,30,103],"Turkish":[7,31,61],"and":[8,32,64,92],"Arabic":[9,33,67],"tweets,":[10],"contributing":[11],"to":[12,27],"the":[13,40,76,83,97],"HSD-2Lang":[14],"Shared":[15],"Task.We":[16],"propose":[17],"a":[18,23,47,80],"specialized":[19],"pooling":[20,88],"strategy":[21],"within":[22],"soft-voting":[24,93],"ensemble":[25],"framework":[26],"improve":[28],"classification":[29],"language":[34,101],"models.Our":[35],"approach":[36,95],"also":[37,74],"includes":[38],"expanding":[39],"training":[41],"sets":[42],"through":[43],"cross-lingual":[44],"translation,":[45],"introducing":[46],"broader":[48],"spectrum":[49],"of":[50,58,85,100],"examples.Our":[53],"method":[54],"attains":[55],"F1-Macro":[56],"scores":[57],"0.6964":[59],"for":[60,66,106],"(Subtask":[62,68],"A)":[63],"0.7123":[65],"B).While":[69],"achieving":[70],"these":[71],"results,":[72],"we":[73],"consider":[75],"computational":[77],"overhead,":[78],"striking":[79],"balance":[81],"between":[82],"effectiveness":[84],"our":[86],"unique":[87],"strategy,":[89],"data":[90],"augmentation,":[91],"ensemble.This":[94],"advances":[96],"practical":[98],"application":[99],"models":[102],"low-resource":[104],"languages":[105],"detection.":[109]},"counts_by_year":[],"updated_date":"2026-08-21T09:56:20.448147","created_date":"2026-02-02T00:00:00"}
