{"id":"https://openalex.org/W7130759715","doi":"https://doi.org/10.48550/arxiv.2602.17467","title":"PEACE 2.0: Grounded Explanations and Counter-Speech for Combating Hate Expressions","display_name":"PEACE 2.0: Grounded Explanations and Counter-Speech for Combating Hate Expressions","publication_year":2026,"publication_date":"2026-02-19","ids":{"openalex":"https://openalex.org/W7130759715","doi":"https://doi.org/10.48550/arxiv.2602.17467"},"language":null,"primary_location":{"id":"pmh:doi:10.48550/arxiv.2602.17467","is_oa":true,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4406922384","display_name":"Open MIND","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":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Article"},"type":"preprint","indexed_in":["datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":null,"any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5126466350","display_name":"Greta Damo","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Damo, Greta","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5120092048","display_name":"Stephane Petiot","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Petiot, St\u00e9phane","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5123045800","display_name":"Elena Cabrio","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Cabrio, Elena","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5123042009","display_name":"Serena Villata","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Villata, Serena","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":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12262","display_name":"Hate Speech and Cyberbullying Detection","score":0.9369000196456909,"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":0.9369000196456909,"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/T11147","display_name":"Misinformation and Its Impacts","score":0.012000000104308128,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10664","display_name":"Sentiment Analysis and Opinion Mining","score":0.006200000178068876,"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/pipeline","display_name":"Pipeline (software)","score":0.5055000185966492},{"id":"https://openalex.org/keywords/natural","display_name":"Natural (archaeology)","score":0.39309999346733093},{"id":"https://openalex.org/keywords/natural-language-generation","display_name":"Natural language generation","score":0.3407999873161316},{"id":"https://openalex.org/keywords/grounded-theory","display_name":"Grounded theory","score":0.2937999963760376},{"id":"https://openalex.org/keywords/common-ground","display_name":"Common ground","score":0.2903999984264374}],"concepts":[{"id":"https://openalex.org/C43521106","wikidata":"https://www.wikidata.org/wiki/Q2165493","display_name":"Pipeline (software)","level":2,"score":0.5055000185966492},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4578000009059906},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.42080000042915344},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.4047999978065491},{"id":"https://openalex.org/C2776608160","wikidata":"https://www.wikidata.org/wiki/Q4785462","display_name":"Natural (archaeology)","level":2,"score":0.39309999346733093},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.36579999327659607},{"id":"https://openalex.org/C2776187449","wikidata":"https://www.wikidata.org/wiki/Q1513879","display_name":"Natural language generation","level":3,"score":0.3407999873161316},{"id":"https://openalex.org/C156325361","wikidata":"https://www.wikidata.org/wiki/Q1152864","display_name":"Grounded theory","level":3,"score":0.2937999963760376},{"id":"https://openalex.org/C2777877512","wikidata":"https://www.wikidata.org/wiki/Q1116097","display_name":"Common ground","level":2,"score":0.2903999984264374},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.2849999964237213},{"id":"https://openalex.org/C139838865","wikidata":"https://www.wikidata.org/wiki/Q8461","display_name":"Racism","level":2,"score":0.2590999901294708},{"id":"https://openalex.org/C195324797","wikidata":"https://www.wikidata.org/wiki/Q33742","display_name":"Natural language","level":2,"score":0.2565999925136566}],"mesh":[],"locations_count":2,"locations":[{"id":"pmh:doi:10.48550/arxiv.2602.17467","is_oa":true,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4406922384","display_name":"Open MIND","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":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Article"},{"id":"doi:10.48550/arxiv.2602.17467","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2602.17467","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"Preprint"}],"best_oa_location":{"id":"pmh:doi:10.48550/arxiv.2602.17467","is_oa":true,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4406922384","display_name":"Open MIND","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":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Article"},"sustainable_development_goals":[{"score":0.7136470675468445,"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"The":[0],"increasing":[1],"volume":[2],"of":[3,28,102],"hate":[4,29],"speech":[5],"on":[6],"online":[7],"platforms":[8],"poses":[9],"significant":[10],"societal":[11],"challenges.":[12],"While":[13],"the":[14,26,100],"Natural":[15],"Language":[16],"Processing":[17],"community":[18],"has":[19,71],"developed":[20],"effective":[21],"methods":[22],"to":[23,32,65,83,92],"automatically":[24,93],"detect":[25],"presence":[27],"speech,":[30],"responses":[31],"it,":[33],"called":[34],"counter-speech,":[35,96],"are":[36],"still":[37],"an":[38],"open":[39],"challenge.":[40],"We":[41],"present":[42],"PEACE":[43,69,109],"2.0,":[44],"a":[45,54,63,77],"novel":[46],"tool":[47],"that,":[48],"besides":[49],"analysing":[50],"and":[51,89,97,114,120],"explaining":[52],"why":[53],"message":[55],"is":[56],"considered":[57],"hateful":[58,122],"or":[59],"not,":[60],"also":[61],"generates":[62],"response":[64,115],"it.":[66],"More":[67],"specifically,":[68],"2.0":[70,110],"three":[72],"main":[73],"new":[74],"functionalities:":[75],"leveraging":[76],"Retrieval-Augmented":[78],"Generation":[79],"(RAG)":[80],"pipeline":[81],"i)":[82],"ground":[84],"HS":[85],"explanations":[86],"into":[87],"evidence":[88],"facts,":[90],"ii)":[91],"generate":[94],"evidence-grounded":[95],"iii)":[98],"exploring":[99],"characteristics":[101],"counter-speech":[103],"replies.":[104],"By":[105],"integrating":[106],"these":[107],"capabilities,":[108],"enables":[111],"in-depth":[112],"analysis":[113],"generation":[116],"for":[117],"both":[118],"explicit":[119],"implicit":[121],"messages.":[123]},"counts_by_year":[],"updated_date":"2026-07-01T06:00:48.157686","created_date":"2026-02-21T00:00:00"}
