{"id":"https://openalex.org/W4388890644","doi":"https://doi.org/10.48550/arxiv.2311.10781","title":"Can Language Model Moderators Improve the Health of Online Discourse?","display_name":"Can Language Model Moderators Improve the Health of Online Discourse?","publication_year":2023,"publication_date":"2023-11-16","ids":{"openalex":"https://openalex.org/W4388890644","doi":"https://doi.org/10.48550/arxiv.2311.10781"},"language":"en","primary_location":{"id":"pmh:oai:arXiv.org:2311.10781","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2311.10781","pdf_url":"https://arxiv.org/pdf/2311.10781","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":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"text"},"type":"preprint","indexed_in":["arxiv","datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2311.10781","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5032451595","display_name":"Hyundong Cho","orcid":null},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Cho, Hyundong","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101711521","display_name":"Shuai Liu","orcid":"https://orcid.org/0000-0003-2867-4683"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Liu, Shuai","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113985908","display_name":"Taiwei Shi","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Shi, Taiwei","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5104116541","display_name":"Darpan Jain","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jain, Darpan","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113051739","display_name":"Basem Rizk","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Rizk, Basem","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101513128","display_name":"Yuyang Huang","orcid":"https://orcid.org/0000-0002-8822-3115"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Huang, Yuyang","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109753833","display_name":"Zixun Lu","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Lu, Zixun","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052993428","display_name":"Nuan Wen","orcid":"https://orcid.org/0000-0003-4154-0890"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Wen, Nuan","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051992568","display_name":"Jonathan Gratch","orcid":"https://orcid.org/0000-0002-5959-809X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Gratch, Jonathan","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078699564","display_name":"Emilio Ferrara","orcid":"https://orcid.org/0000-0002-1942-2831"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ferrara, Emilio","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5000874697","display_name":"Jonathan May","orcid":"https://orcid.org/0000-0002-5284-477X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"May, Jonathan","raw_affiliation_strings":[],"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":11,"corresponding_author_ids":["https://openalex.org/A5032451595"],"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":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":0.9947999715805054,"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":0.9947999715805054,"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/moderation","display_name":"Moderation","score":0.8761056661605835},{"id":"https://openalex.org/keywords/conversation","display_name":"Conversation","score":0.7259578108787537},{"id":"https://openalex.org/keywords/civility","display_name":"Civility","score":0.703543484210968},{"id":"https://openalex.org/keywords/multidisciplinary-approach","display_name":"Multidisciplinary approach","score":0.5301345586776733},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5000545978546143},{"id":"https://openalex.org/keywords/intervention","display_name":"Intervention (counseling)","score":0.4413621425628662},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.41654840111732483},{"id":"https://openalex.org/keywords/social-psychology","display_name":"Social psychology","score":0.2841525077819824},{"id":"https://openalex.org/keywords/sociology","display_name":"Sociology","score":0.2100326120853424},{"id":"https://openalex.org/keywords/political-science","display_name":"Political science","score":0.13257673382759094}],"concepts":[{"id":"https://openalex.org/C93225998","wikidata":"https://www.wikidata.org/wiki/Q1941972","display_name":"Moderation","level":2,"score":0.8761056661605835},{"id":"https://openalex.org/C2777200299","wikidata":"https://www.wikidata.org/wiki/Q52943","display_name":"Conversation","level":2,"score":0.7259578108787537},{"id":"https://openalex.org/C2780015519","wikidata":"https://www.wikidata.org/wiki/Q23808211","display_name":"Civility","level":3,"score":0.703543484210968},{"id":"https://openalex.org/C22467394","wikidata":"https://www.wikidata.org/wiki/Q849359","display_name":"Multidisciplinary approach","level":2,"score":0.5301345586776733},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5000545978546143},{"id":"https://openalex.org/C2780665704","wikidata":"https://www.wikidata.org/wiki/Q959298","display_name":"Intervention (counseling)","level":2,"score":0.4413621425628662},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.41654840111732483},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.2841525077819824},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.2100326120853424},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.13257673382759094},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.0},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0},{"id":"https://openalex.org/C46312422","wikidata":"https://www.wikidata.org/wiki/Q11024","display_name":"Communication","level":1,"score":0.0},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"pmh:oai:arXiv.org:2311.10781","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2311.10781","pdf_url":"https://arxiv.org/pdf/2311.10781","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":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"text"},{"id":"doi:10.48550/arxiv.2311.10781","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2311.10781","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":"article"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2311.10781","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2311.10781","pdf_url":"https://arxiv.org/pdf/2311.10781","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":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"text"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/10","display_name":"Reduced inequalities","score":0.5899999737739563}],"awards":[{"id":"https://openalex.org/G1641112660","display_name":null,"funder_award_id":"HR001121C0169","funder_id":"https://openalex.org/F4320332180","funder_display_name":"Defense Advanced Research Projects Agency"}],"funders":[{"id":"https://openalex.org/F4320332180","display_name":"Defense Advanced Research Projects Agency","ror":"https://ror.org/02caytj08"},{"id":"https://openalex.org/F4320332815","display_name":"Advanced Research Projects Agency","ror":"https://ror.org/02caytj08"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4388890644.pdf","grobid_xml":"https://content.openalex.org/works/W4388890644.grobid-xml"},"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W1927394002","https://openalex.org/W3125067007","https://openalex.org/W2042814501","https://openalex.org/W227921382","https://openalex.org/W2005252427","https://openalex.org/W2598757645","https://openalex.org/W2948662439","https://openalex.org/W4293231539","https://openalex.org/W2983755744","https://openalex.org/W4211042332"],"abstract_inverted_index":{"Conversational":[0],"moderation":[1,63,67,89],"of":[2,26,61,92,104,139],"online":[3],"communities":[4],"is":[5,16,40],"crucial":[6],"to":[7,18,22,36,86,132,135],"maintaining":[8],"civility":[9],"for":[10,73],"a":[11,33,41,58,82],"constructive":[12],"environment,":[13],"but":[14,44,130],"it":[15],"challenging":[17],"scale":[19],"and":[20,69,124,141],"harmful":[21],"moderators.":[23],"The":[24],"inclusion":[25],"sophisticated":[27],"natural":[28],"language":[29,105],"generation":[30],"modules":[31],"as":[32,107],"force":[34],"multiplier":[35],"aid":[37],"human":[38,93],"moderators":[39],"tantalizing":[42],"prospect,":[43],"adequate":[45],"evaluation":[46,84],"approaches":[47],"have":[48],"so":[49],"far":[50],"been":[51],"elusive.":[52],"In":[53],"this":[54],"paper,":[55],"we":[56,98],"establish":[57,70],"systematic":[59],"definition":[60],"conversational":[62,108],"effectiveness":[64],"grounded":[65],"on":[66,127],"literature":[68],"design":[71],"criteria":[72],"conducting":[74],"realistic":[75],"yet":[76],"safe":[77],"evaluation.":[78],"We":[79],"then":[80],"propose":[81],"comprehensive":[83],"framework":[85],"assess":[87],"models'":[88],"capabilities":[90],"independently":[91],"intervention.":[94],"With":[95],"our":[96],"framework,":[97],"conduct":[99],"the":[100],"first":[101],"known":[102],"study":[103],"models":[106,114],"moderators,":[109],"finding":[110],"that":[111,115],"appropriately":[112],"prompted":[113],"incorporate":[116],"insights":[117],"from":[118],"social":[119],"science":[120],"can":[121],"provide":[122],"specific":[123],"fair":[125],"feedback":[126],"toxic":[128],"behavior":[129],"struggle":[131],"influence":[133],"users":[134],"increase":[136],"their":[137],"levels":[138],"respect":[140],"cooperation.":[142]},"counts_by_year":[{"year":2024,"cited_by_count":1}],"updated_date":"2026-04-10T15:06:20.359241","created_date":"2025-10-10T00:00:00"}
