{"id":"https://openalex.org/W4412887828","doi":"https://doi.org/10.18653/v1/2025.findings-acl.889","title":"Stereotype Detection as a Catalyst for Enhanced Bias Detection: A Multi-Task Learning Approach","display_name":"Stereotype Detection as a Catalyst for Enhanced Bias Detection: A Multi-Task Learning Approach","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4412887828","doi":"https://doi.org/10.18653/v1/2025.findings-acl.889"},"language":"en","primary_location":{"id":"doi:10.18653/v1/2025.findings-acl.889","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/2025.findings-acl.889","pdf_url":"https://aclanthology.org/2025.findings-acl.889.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":"Findings of the Association for Computational Linguistics: ACL 2025","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://aclanthology.org/2025.findings-acl.889.pdf","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Aditya Tomar","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Aditya Tomar","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000493089","display_name":"Rudra Murthy","orcid":"https://orcid.org/0000-0002-6236-1931"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Rudra Murthy","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5065100828","display_name":"Pushpak Bhattacharyya","orcid":"https://orcid.org/0000-0001-5319-5508"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Pushpak Bhattacharyya","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"17304","last_page":"17317"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12262","display_name":"Hate Speech and Cyberbullying Detection","score":0.7508999705314636,"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":0.7508999705314636,"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/task","display_name":"Task (project management)","score":0.6714621186256409},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6288905143737793},{"id":"https://openalex.org/keywords/stereotype","display_name":"Stereotype (UML)","score":0.522001326084137},{"id":"https://openalex.org/keywords/multi-task-learning","display_name":"Multi-task learning","score":0.44574370980262756},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.402724027633667},{"id":"https://openalex.org/keywords/cognitive-psychology","display_name":"Cognitive psychology","score":0.37737661600112915},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.3472778797149658},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.2723570764064789},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.12178516387939453}],"concepts":[{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.6714621186256409},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6288905143737793},{"id":"https://openalex.org/C168127410","wikidata":"https://www.wikidata.org/wiki/Q1754331","display_name":"Stereotype (UML)","level":2,"score":0.522001326084137},{"id":"https://openalex.org/C28006648","wikidata":"https://www.wikidata.org/wiki/Q6934509","display_name":"Multi-task learning","level":3,"score":0.44574370980262756},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.402724027633667},{"id":"https://openalex.org/C180747234","wikidata":"https://www.wikidata.org/wiki/Q23373","display_name":"Cognitive psychology","level":1,"score":0.37737661600112915},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.3472778797149658},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.2723570764064789},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.12178516387939453},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.0},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.18653/v1/2025.findings-acl.889","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/2025.findings-acl.889","pdf_url":"https://aclanthology.org/2025.findings-acl.889.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":"Findings of the Association for Computational Linguistics: ACL 2025","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.18653/v1/2025.findings-acl.889","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/2025.findings-acl.889","pdf_url":"https://aclanthology.org/2025.findings-acl.889.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":"Findings of the Association for Computational Linguistics: ACL 2025","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320323448","display_name":"Indian Institute of Technology Bombay","ror":"https://ror.org/02qyf5152"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4412887828.pdf","grobid_xml":"https://content.openalex.org/works/W4412887828.grobid-xml"},"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2388802635","https://openalex.org/W2363745471","https://openalex.org/W2358438286","https://openalex.org/W2783597082","https://openalex.org/W648895415","https://openalex.org/W2775703884","https://openalex.org/W3196817267","https://openalex.org/W1976600725","https://openalex.org/W4211075255","https://openalex.org/W2951720331"],"abstract_inverted_index":{"Warning:The":[0],"examples":[1],"might":[2],"be":[3],"offensive.Bias":[4],"and":[5,20,25,48,60,73,93,119,136],"stereotypes":[6],"in":[7,14],"language":[8],"models":[9,72,76,80,84],"can":[10],"cause":[11],"harm,":[12],"especially":[13],"sensitive":[15],"areas":[16],"like":[17],"content":[18],"moderation":[19],"decision-making.This":[21],"paper":[22],"addresses":[23],"bias":[24,47,92,98,118],"stereotype":[26,49,94,131],"detection":[27,50,95,99],"by":[28],"exploring":[29],"how":[30],"jointly":[31],"learning":[32,123],"these":[33],"tasks":[34],"enhances":[35],"model":[36],"performance.We":[37],"introduce":[38],"StereoBias":[39],"1":[40],",":[41],"a":[42,63],"unique":[43],"dataset":[44],"labeled":[45],"for":[46],"across":[51],"five":[52],"categories:":[53],"religion,":[54],"gender,":[55],"socio-economic":[56],"status,":[57],"race,":[58],"profession,":[59],"others,":[61],"enabling":[62],"deeper":[64],"study":[65],"of":[66,129],"their":[67],"relationship.Our":[68],"experiments":[69,105],"compare":[70],"encoder-only":[71],"fine-tuned":[74],"decoderonly":[75],"using":[77],"QLoRA.While":[78],"encoderonly":[79],"perform":[81],"well,":[82],"decoder-only":[83],"also":[85],"show":[86],"competitive":[87],"results.Crucially,":[88],"joint":[89],"training":[90,102],"on":[91],"significantly":[96],"improves":[97],"compared":[100],"to":[101,133],"them":[103],"separately.Additional":[104],"with":[106],"sentiment":[107],"analysis":[108],"confirm":[109],"that":[110],"the":[111,115,127],"improvements":[112],"stem":[113],"from":[114],"connection":[116],"between":[117],"stereotypes,":[120],"not":[121],"multi-task":[122],"alone.These":[124],"findings":[125],"highlight":[126],"value":[128],"leveraging":[130],"information":[132],"build":[134],"fairer":[135],"more":[137],"effective":[138],"AI":[139],"systems.":[140]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}