{"id":"https://openalex.org/W4409657478","doi":"https://doi.org/10.1145/3696410.3714718","title":"Fact-based Counter Narrative Generation to Combat Hate Speech","display_name":"Fact-based Counter Narrative Generation to Combat Hate Speech","publication_year":2025,"publication_date":"2025-04-22","ids":{"openalex":"https://openalex.org/W4409657478","doi":"https://doi.org/10.1145/3696410.3714718"},"language":"en","primary_location":{"id":"doi:10.1145/3696410.3714718","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3696410.3714718","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3696410.3714718","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the ACM on Web Conference 2025","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3696410.3714718","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5117243260","display_name":"Brian Wilk","orcid":null},"institutions":[{"id":"https://openalex.org/I39422238","display_name":"University of Illinois Chicago","ror":"https://ror.org/02mpq6x41","country_code":"US","type":"education","lineage":["https://openalex.org/I39422238"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Brian Wilk","raw_affiliation_strings":["University of Illinois Chicago, Chicago, IL, USA"],"affiliations":[{"raw_affiliation_string":"University of Illinois Chicago, Chicago, IL, USA","institution_ids":["https://openalex.org/I39422238"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023620509","display_name":"Homaira Huda Shomee","orcid":null},"institutions":[{"id":"https://openalex.org/I39422238","display_name":"University of Illinois Chicago","ror":"https://ror.org/02mpq6x41","country_code":"US","type":"education","lineage":["https://openalex.org/I39422238"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Homaira Huda Shomee","raw_affiliation_strings":["University of Illinois Chicago, Chicago, IL, USA"],"affiliations":[{"raw_affiliation_string":"University of Illinois Chicago, Chicago, IL, USA","institution_ids":["https://openalex.org/I39422238"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5117243261","display_name":"Suman Kalyan Maity","orcid":"https://orcid.org/0000-0001-5832-7936"},"institutions":[{"id":"https://openalex.org/I20382870","display_name":"Missouri University of Science and Technology","ror":"https://ror.org/00scwqd12","country_code":"US","type":"education","lineage":["https://openalex.org/I20382870"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Suman Kalyan Maity","raw_affiliation_strings":["Missouri University of Science and Technology, Rolla, MO, USA"],"affiliations":[{"raw_affiliation_string":"Missouri University of Science and Technology, Rolla, MO, USA","institution_ids":["https://openalex.org/I20382870"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5049055881","display_name":"Sourav Medya","orcid":"https://orcid.org/0000-0003-0996-2807"},"institutions":[{"id":"https://openalex.org/I39422238","display_name":"University of Illinois Chicago","ror":"https://ror.org/02mpq6x41","country_code":"US","type":"education","lineage":["https://openalex.org/I39422238"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sourav Medya","raw_affiliation_strings":["University of Illinois Chicago, Chicago, IL, USA"],"affiliations":[{"raw_affiliation_string":"University of Illinois Chicago, Chicago, IL, USA","institution_ids":["https://openalex.org/I39422238"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5117243260"],"corresponding_institution_ids":["https://openalex.org/I39422238"],"apc_list":null,"apc_paid":null,"fwci":2.4057,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.88882297,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"3354","last_page":"3365"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12262","display_name":"Hate Speech and Cyberbullying Detection","score":0.9995999932289124,"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":0.9995999932289124,"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/T13643","display_name":"Artificial Intelligence in Law","score":0.9297999739646912,"subfield":{"id":"https://openalex.org/subfields/3320","display_name":"Political Science and International Relations"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5947487354278564},{"id":"https://openalex.org/keywords/narrative","display_name":"Narrative","score":0.5946556329727173},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.41608282923698425},{"id":"https://openalex.org/keywords/linguistics","display_name":"Linguistics","score":0.19238904118537903}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5947487354278564},{"id":"https://openalex.org/C199033989","wikidata":"https://www.wikidata.org/wiki/Q1318295","display_name":"Narrative","level":2,"score":0.5946556329727173},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.41608282923698425},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.19238904118537903},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/3696410.3714718","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3696410.3714718","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3696410.3714718","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the ACM on Web Conference 2025","raw_type":"proceedings-article"},{"id":"pmh:oai:dspace.mit.edu:1721.1/162842","is_oa":true,"landing_page_url":"https://hdl.handle.net/1721.1/162842","pdf_url":"https://dspace.mit.edu/bitstream/1721.1/162842/1/3696410.3714718.pdf","source":{"id":"https://openalex.org/S4306400425","display_name":"DSpace@MIT (Massachusetts Institute of Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I63966007","host_organization_name":"Massachusetts Institute of Technology","host_organization_lineage":["https://openalex.org/I63966007"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Association for Computing Machinery","raw_type":"http://purl.org/eprint/type/ConferencePaper"}],"best_oa_location":{"id":"doi:10.1145/3696410.3714718","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3696410.3714718","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3696410.3714718","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the ACM on Web Conference 2025","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G848032724","display_name":null,"funder_award_id":"Science","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320312143","display_name":"National Centre for Supercomputing Applications","ror":"https://ror.org/03r10zj06"},{"id":"https://openalex.org/F4320332222","display_name":"University of Illinois at Urbana-Champaign","ror":"https://ror.org/047426m28"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4409657478.pdf","grobid_xml":"https://content.openalex.org/works/W4409657478.grobid-xml"},"referenced_works_count":23,"referenced_works":["https://openalex.org/W1593271688","https://openalex.org/W2729412353","https://openalex.org/W2750779823","https://openalex.org/W2914305639","https://openalex.org/W2949340035","https://openalex.org/W2954566102","https://openalex.org/W2963446316","https://openalex.org/W2963469388","https://openalex.org/W3027879771","https://openalex.org/W3034403876","https://openalex.org/W3094450620","https://openalex.org/W3115320986","https://openalex.org/W3122907670","https://openalex.org/W4282976354","https://openalex.org/W4285240074","https://openalex.org/W4287888902","https://openalex.org/W4287889085","https://openalex.org/W4385484682","https://openalex.org/W4385569749","https://openalex.org/W4385574229","https://openalex.org/W4388214052","https://openalex.org/W4389524281","https://openalex.org/W4402590094"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2348886128","https://openalex.org/W2388067091","https://openalex.org/W2367656648","https://openalex.org/W2390279801","https://openalex.org/W2350200549","https://openalex.org/W2362132076","https://openalex.org/W2965396777"],"abstract_inverted_index":{"Online":[0],"hatred":[1],"has":[2,36],"become":[3],"an":[4,29,129],"increasingly":[5],"pervasive":[6],"issue,":[7],"affecting":[8],"individuals":[9],"and":[10,60,114,119,139,144],"communities":[11],"across":[12],"various":[13],"digital":[14],"platforms.":[15],"To":[16,66],"combat":[17],"hate":[18,58],"speech":[19,59],"in":[20,40,147],"such":[21],"platforms,":[22],"counter":[23,74],"narratives":[24,85],"(CNs)":[25],"are":[26],"regarded":[27],"as":[28],"effective":[30],"method.":[31],"In":[32],"recent":[33],"years,":[34],"there":[35],"been":[37],"growing":[38],"interest":[39],"using":[41,105],"generative":[42,52],"AI":[43],"tools":[44],"to":[45,57,136],"construct":[46],"CNs.":[47],"However,":[48],"most":[49],"of":[50,133],"the":[51,68],"models":[53],"produce":[54],"generic":[55],"responses":[56],"can":[61],"hallucinate,":[62],"reducing":[63],"their":[64],"effectiveness.":[65],"address":[67],"above":[69],"limitations,":[70],"we":[71,100],"propose":[72],"a":[73,95,102],"narrative":[75],"generation":[76],"method":[77,124],"that":[78],"enhances":[79],"CNs":[80],"by":[81],"providing":[82],"non-aggressive,":[83],"fact-based":[84],"with":[86,117],"relevant":[87],"background":[88],"knowledge":[89],"from":[90],"two":[91],"distinct":[92],"sources,":[93],"including":[94,108],"web":[96],"search":[97],"module.":[98],"Furthermore,":[99],"conduct":[101],"comprehensive":[103],"evaluation":[104],"multiple":[106],"metrics,":[107],"LLM-based":[109],"measures":[110],"for":[111,141],"persuasion,":[112],"factuality,":[113],"informativeness,":[115],"along":[116],"human":[118,148],"traditional":[120],"NLP":[121],"evaluations.":[122,149],"Our":[123],"significantly":[125],"outperforms":[126],"baselines,":[127,143],"achieving":[128],"average":[130],"factuality":[131],"score":[132],"0.915,":[134],"compared":[135],"0.741,":[137],"0.701,":[138],"0.69":[140],"competitive":[142],"performs":[145],"well":[146]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}
