{"id":"https://openalex.org/W4285600974","doi":"https://doi.org/10.24963/ijcai.2022/716","title":"CounterGeDi: A Controllable Approach to Generate Polite, Detoxified and Emotional Counterspeech","display_name":"CounterGeDi: A Controllable Approach to Generate Polite, Detoxified and Emotional Counterspeech","publication_year":2022,"publication_date":"2022-07-01","ids":{"openalex":"https://openalex.org/W4285600974","doi":"https://doi.org/10.24963/ijcai.2022/716"},"language":"en","primary_location":{"id":"doi:10.24963/ijcai.2022/716","is_oa":true,"landing_page_url":"https://doi.org/10.24963/ijcai.2022/716","pdf_url":"https://www.ijcai.org/proceedings/2022/0716.pdf","source":{"id":"https://openalex.org/S4363608755","display_name":"Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence","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 Thirty-First International Joint Conference on Artificial Intelligence","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://www.ijcai.org/proceedings/2022/0716.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5090711711","display_name":"Punyajoy Saha","orcid":"https://orcid.org/0000-0002-3952-2514"},"institutions":[{"id":"https://openalex.org/I145894827","display_name":"Indian Institute of Technology Kharagpur","ror":"https://ror.org/03w5sq511","country_code":"IN","type":"education","lineage":["https://openalex.org/I145894827"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Punyajoy Saha","raw_affiliation_strings":["Indian Institute of Technology, Kharagpur, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Indian Institute of Technology, Kharagpur, India","institution_ids":["https://openalex.org/I145894827"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000425144","display_name":"Kanishk Singh","orcid":"https://orcid.org/0000-0002-3363-6828"},"institutions":[{"id":"https://openalex.org/I145894827","display_name":"Indian Institute of Technology Kharagpur","ror":"https://ror.org/03w5sq511","country_code":"IN","type":"education","lineage":["https://openalex.org/I145894827"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Kanishk Singh","raw_affiliation_strings":["Indian Institute of Technology, Kharagpur, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Indian Institute of Technology, Kharagpur, India","institution_ids":["https://openalex.org/I145894827"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081065558","display_name":"Adarsh Kumar","orcid":"https://orcid.org/0000-0002-3350-151X"},"institutions":[{"id":"https://openalex.org/I145894827","display_name":"Indian Institute of Technology Kharagpur","ror":"https://ror.org/03w5sq511","country_code":"IN","type":"education","lineage":["https://openalex.org/I145894827"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Adarsh Kumar","raw_affiliation_strings":["Indian Institute of Technology, Kharagpur, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Indian Institute of Technology, Kharagpur, India","institution_ids":["https://openalex.org/I145894827"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077493800","display_name":"Binny Mathew","orcid":"https://orcid.org/0000-0003-4853-0345"},"institutions":[{"id":"https://openalex.org/I145894827","display_name":"Indian Institute of Technology Kharagpur","ror":"https://ror.org/03w5sq511","country_code":"IN","type":"education","lineage":["https://openalex.org/I145894827"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Binny Mathew","raw_affiliation_strings":["Indian Institute of Technology, Kharagpur, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Indian Institute of Technology, Kharagpur, India","institution_ids":["https://openalex.org/I145894827"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5020991141","display_name":"Animesh Mukherjee","orcid":"https://orcid.org/0000-0003-4534-0044"},"institutions":[{"id":"https://openalex.org/I145894827","display_name":"Indian Institute of Technology Kharagpur","ror":"https://ror.org/03w5sq511","country_code":"IN","type":"education","lineage":["https://openalex.org/I145894827"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Animesh Mukherjee","raw_affiliation_strings":["Indian Institute of Technology, Kharagpur, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Indian Institute of Technology, Kharagpur, India","institution_ids":["https://openalex.org/I145894827"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I145894827"],"apc_list":null,"apc_paid":null,"fwci":1.8681,"has_fulltext":true,"cited_by_count":20,"citation_normalized_percentile":{"value":0.87723297,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"5157","last_page":"5163"},"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"}}],"keywords":[{"id":"https://openalex.org/keywords/politeness","display_name":"Politeness","score":0.9460063576698303},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6341966986656189},{"id":"https://openalex.org/keywords/generalization","display_name":"Generalization","score":0.479885458946228},{"id":"https://openalex.org/keywords/generative-model","display_name":"Generative model","score":0.46330031752586365},{"id":"https://openalex.org/keywords/explosive-material","display_name":"Explosive material","score":0.4369162321090698},{"id":"https://openalex.org/keywords/emotion-recognition","display_name":"Emotion recognition","score":0.4269440174102783},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.40802979469299316},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4060801863670349},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.3889686167240143},{"id":"https://openalex.org/keywords/generative-grammar","display_name":"Generative grammar","score":0.3756324350833893},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.34585875272750854},{"id":"https://openalex.org/keywords/linguistics","display_name":"Linguistics","score":0.1803741157054901},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.167420893907547}],"concepts":[{"id":"https://openalex.org/C61123122","wikidata":"https://www.wikidata.org/wiki/Q281287","display_name":"Politeness","level":2,"score":0.9460063576698303},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6341966986656189},{"id":"https://openalex.org/C177148314","wikidata":"https://www.wikidata.org/wiki/Q170084","display_name":"Generalization","level":2,"score":0.479885458946228},{"id":"https://openalex.org/C167966045","wikidata":"https://www.wikidata.org/wiki/Q5532625","display_name":"Generative model","level":3,"score":0.46330031752586365},{"id":"https://openalex.org/C154238967","wikidata":"https://www.wikidata.org/wiki/Q12870","display_name":"Explosive material","level":2,"score":0.4369162321090698},{"id":"https://openalex.org/C2777438025","wikidata":"https://www.wikidata.org/wiki/Q1339090","display_name":"Emotion recognition","level":2,"score":0.4269440174102783},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.40802979469299316},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4060801863670349},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.3889686167240143},{"id":"https://openalex.org/C39890363","wikidata":"https://www.wikidata.org/wiki/Q36108","display_name":"Generative grammar","level":2,"score":0.3756324350833893},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.34585875272750854},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.1803741157054901},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.167420893907547},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C178790620","wikidata":"https://www.wikidata.org/wiki/Q11351","display_name":"Organic chemistry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.24963/ijcai.2022/716","is_oa":true,"landing_page_url":"https://doi.org/10.24963/ijcai.2022/716","pdf_url":"https://www.ijcai.org/proceedings/2022/0716.pdf","source":{"id":"https://openalex.org/S4363608755","display_name":"Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence","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 Thirty-First International Joint Conference on Artificial Intelligence","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.24963/ijcai.2022/716","is_oa":true,"landing_page_url":"https://doi.org/10.24963/ijcai.2022/716","pdf_url":"https://www.ijcai.org/proceedings/2022/0716.pdf","source":{"id":"https://openalex.org/S4363608755","display_name":"Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence","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 Thirty-First International Joint Conference on Artificial Intelligence","raw_type":"proceedings-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/10","display_name":"Reduced inequalities","score":0.6499999761581421}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4285600974.pdf","grobid_xml":"https://content.openalex.org/works/W4285600974.grobid-xml"},"referenced_works_count":29,"referenced_works":["https://openalex.org/W2053782908","https://openalex.org/W2467834614","https://openalex.org/W2808437126","https://openalex.org/W2886315055","https://openalex.org/W2891575196","https://openalex.org/W2913681502","https://openalex.org/W2938704169","https://openalex.org/W2949340035","https://openalex.org/W2963446316","https://openalex.org/W2971050273","https://openalex.org/W2973957133","https://openalex.org/W2988937804","https://openalex.org/W2993398598","https://openalex.org/W2997195635","https://openalex.org/W3016257480","https://openalex.org/W3021491028","https://openalex.org/W3034319502","https://openalex.org/W3034403876","https://openalex.org/W3037799871","https://openalex.org/W3085190015","https://openalex.org/W3106460864","https://openalex.org/W3115453555","https://openalex.org/W3117704329","https://openalex.org/W3160250689","https://openalex.org/W3173380736","https://openalex.org/W3176261297","https://openalex.org/W3176618728","https://openalex.org/W4287684343","https://openalex.org/W6791858558"],"related_works":["https://openalex.org/W4365211920","https://openalex.org/W3014948380","https://openalex.org/W4380551139","https://openalex.org/W4317695495","https://openalex.org/W4287117424","https://openalex.org/W4387506531","https://openalex.org/W2087346071","https://openalex.org/W2967848559","https://openalex.org/W4299831724","https://openalex.org/W4283803360"],"abstract_inverted_index":{"Recently,":[0],"many":[1],"studies":[2],"have":[3],"tried":[4],"to":[5,9,43,63,157],"create":[6],"generation":[7,33,66],"models":[8],"assist":[10],"counter":[11,44],"speakers":[12],"by":[13,99,112],"providing":[14],"counterspeech":[15,81,110],"suggestions":[16,28],"for":[17],"combating":[18],"the":[19,39,65,106,109,118,147,150,158],"explosive":[20],"proliferation":[21],"of":[22,59,67,149,160],"online":[23],"hate.":[24],"However,":[25],"since":[26],"these":[27,145,161],"are":[29],"from":[30],"a":[31,45,68],"vanilla":[32],"model,":[34],"they":[35],"might":[36],"not":[37,154],"include":[38],"appropriate":[40],"properties":[41],"required":[42],"particular":[46],"hate":[47],"speech":[48],"instance.":[49],"In":[50,143],"this":[51],"paper,":[52],"we":[53],"propose":[54],"CounterGeDi":[55],"-":[56],"an":[57],"ensemble":[58],"generative":[60],"discriminators":[61],"(GeDi)":[62],"guide":[64],"DialoGPT":[69],"model":[70],"toward":[71],"more":[72],"polite,":[73],"detoxified,":[74],"and":[75,85,95,102,126,141],"emotionally":[76],"laden":[77],"counterspeech.":[78],"We":[79,120],"generate":[80],"using":[82],"three":[83],"datasets":[84],"observe":[86,127],"significant":[87,128],"improvement":[88,129],"across":[89,116],"different":[90],"attribute":[91,132],"scores.":[92],"The":[93],"politeness":[94],"detoxification":[96],"scores":[97],"increased":[98,111],"around":[100],"15%":[101],"6%":[103],"respectively,":[104],"while":[105],"emotion":[107],"in":[108],"at":[113],"least":[114],"10%":[115],"all":[117,144],"datasets.":[119],"also":[121],"experiment":[122],"with":[123],"triple-attribute":[124],"control":[125],"over":[130],"single":[131],"results":[133],"when":[134],"combining":[135],"complementing":[136],"attributes,":[137],"e.g.,":[138],"politeness,":[139],"joyfulness":[140],"detoxification.":[142],"experiments,":[146],"relevancy":[148],"generated":[151],"text":[152],"does":[153],"deteriorate":[155],"due":[156],"application":[159],"controls.":[162]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":8},{"year":2022,"cited_by_count":2}],"updated_date":"2026-07-08T08:33:18.762332","created_date":"2025-10-10T00:00:00"}
