{"id":"https://openalex.org/W2593408211","doi":"https://doi.org/10.18653/v1/p18-1022","title":"A Stylometric Inquiry into Hyperpartisan and Fake News","display_name":"A Stylometric Inquiry into Hyperpartisan and Fake News","publication_year":2018,"publication_date":"2018-01-01","ids":{"openalex":"https://openalex.org/W2593408211","doi":"https://doi.org/10.18653/v1/p18-1022","mag":"2593408211"},"language":"en","primary_location":{"id":"doi:10.18653/v1/p18-1022","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/p18-1022","pdf_url":"https://www.aclweb.org/anthology/P18-1022.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":"Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.aclweb.org/anthology/P18-1022.pdf","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5083712311","display_name":"Martin Potthast","orcid":"https://orcid.org/0000-0003-2451-0665"},"institutions":[{"id":"https://openalex.org/I51441396","display_name":"Bauhaus-Universit\u00e4t Weimar","ror":"https://ror.org/033bb5z47","country_code":"DE","type":"education","lineage":["https://openalex.org/I51441396"]},{"id":"https://openalex.org/I926574661","display_name":"Leipzig University","ror":"https://ror.org/03s7gtk40","country_code":"DE","type":"education","lineage":["https://openalex.org/I926574661"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Martin Potthast","raw_affiliation_strings":["Bauhaus-Universit\u00e4t Weimar","Leipzig University"],"affiliations":[{"raw_affiliation_string":"Bauhaus-Universit\u00e4t Weimar","institution_ids":["https://openalex.org/I51441396"]},{"raw_affiliation_string":"Leipzig University","institution_ids":["https://openalex.org/I926574661"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037380544","display_name":"Johannes Kiesel","orcid":"https://orcid.org/0000-0002-1617-6508"},"institutions":[{"id":"https://openalex.org/I51441396","display_name":"Bauhaus-Universit\u00e4t Weimar","ror":"https://ror.org/033bb5z47","country_code":"DE","type":"education","lineage":["https://openalex.org/I51441396"]},{"id":"https://openalex.org/I926574661","display_name":"Leipzig University","ror":"https://ror.org/03s7gtk40","country_code":"DE","type":"education","lineage":["https://openalex.org/I926574661"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Johannes Kiesel","raw_affiliation_strings":["Leipzig University","Bauhaus-Universit\u00e4t Weimar"],"affiliations":[{"raw_affiliation_string":"Leipzig University","institution_ids":["https://openalex.org/I926574661"]},{"raw_affiliation_string":"Bauhaus-Universit\u00e4t Weimar","institution_ids":["https://openalex.org/I51441396"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033377064","display_name":"Kevin Reinartz","orcid":null},"institutions":[{"id":"https://openalex.org/I926574661","display_name":"Leipzig University","ror":"https://ror.org/03s7gtk40","country_code":"DE","type":"education","lineage":["https://openalex.org/I926574661"]},{"id":"https://openalex.org/I51441396","display_name":"Bauhaus-Universit\u00e4t Weimar","ror":"https://ror.org/033bb5z47","country_code":"DE","type":"education","lineage":["https://openalex.org/I51441396"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Kevin Reinartz","raw_affiliation_strings":["Bauhaus-Universit\u00e4t Weimar","Leipzig University"],"affiliations":[{"raw_affiliation_string":"Bauhaus-Universit\u00e4t Weimar","institution_ids":["https://openalex.org/I51441396"]},{"raw_affiliation_string":"Leipzig University","institution_ids":["https://openalex.org/I926574661"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079524270","display_name":"Janek Bevendorff","orcid":"https://orcid.org/0000-0002-3797-0559"},"institutions":[{"id":"https://openalex.org/I926574661","display_name":"Leipzig University","ror":"https://ror.org/03s7gtk40","country_code":"DE","type":"education","lineage":["https://openalex.org/I926574661"]},{"id":"https://openalex.org/I51441396","display_name":"Bauhaus-Universit\u00e4t Weimar","ror":"https://ror.org/033bb5z47","country_code":"DE","type":"education","lineage":["https://openalex.org/I51441396"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Janek Bevendorff","raw_affiliation_strings":["Bauhaus-Universit\u00e4t Weimar","Leipzig University"],"affiliations":[{"raw_affiliation_string":"Bauhaus-Universit\u00e4t Weimar","institution_ids":["https://openalex.org/I51441396"]},{"raw_affiliation_string":"Leipzig University","institution_ids":["https://openalex.org/I926574661"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5027915931","display_name":"Benno Stein","orcid":"https://orcid.org/0000-0001-9033-2217"},"institutions":[{"id":"https://openalex.org/I51441396","display_name":"Bauhaus-Universit\u00e4t Weimar","ror":"https://ror.org/033bb5z47","country_code":"DE","type":"education","lineage":["https://openalex.org/I51441396"]},{"id":"https://openalex.org/I926574661","display_name":"Leipzig University","ror":"https://ror.org/03s7gtk40","country_code":"DE","type":"education","lineage":["https://openalex.org/I926574661"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Benno Stein","raw_affiliation_strings":["Leipzig University","Bauhaus-Universit\u00e4t Weimar"],"affiliations":[{"raw_affiliation_string":"Leipzig University","institution_ids":["https://openalex.org/I926574661"]},{"raw_affiliation_string":"Bauhaus-Universit\u00e4t Weimar","institution_ids":["https://openalex.org/I51441396"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5083712311"],"corresponding_institution_ids":["https://openalex.org/I51441396","https://openalex.org/I926574661"],"apc_list":null,"apc_paid":null,"fwci":189.4605,"has_fulltext":true,"cited_by_count":685,"citation_normalized_percentile":{"value":0.99989882,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"231","last_page":"240"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11147","display_name":"Misinformation and Its Impacts","score":1.0,"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"}},"topics":[{"id":"https://openalex.org/T11147","display_name":"Misinformation and Its Impacts","score":1.0,"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/T10028","display_name":"Topic Modeling","score":0.9990000128746033,"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/T12380","display_name":"Authorship Attribution and Profiling","score":0.9979000091552734,"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/mainstream","display_name":"Mainstream","score":0.9430091381072998},{"id":"https://openalex.org/keywords/fake-news","display_name":"Fake news","score":0.8813799619674683},{"id":"https://openalex.org/keywords/stylometry","display_name":"Stylometry","score":0.8170640468597412},{"id":"https://openalex.org/keywords/style","display_name":"Style (visual arts)","score":0.6820513010025024},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6037111878395081},{"id":"https://openalex.org/keywords/politics","display_name":"Politics","score":0.4325670599937439},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.28336483240127563},{"id":"https://openalex.org/keywords/political-science","display_name":"Political science","score":0.2280149757862091},{"id":"https://openalex.org/keywords/internet-privacy","display_name":"Internet privacy","score":0.21828263998031616},{"id":"https://openalex.org/keywords/art","display_name":"Art","score":0.16608014702796936},{"id":"https://openalex.org/keywords/literature","display_name":"Literature","score":0.1353866159915924},{"id":"https://openalex.org/keywords/law","display_name":"Law","score":0.06817930936813354}],"concepts":[{"id":"https://openalex.org/C2777617010","wikidata":"https://www.wikidata.org/wiki/Q18957","display_name":"Mainstream","level":2,"score":0.9430091381072998},{"id":"https://openalex.org/C2779756789","wikidata":"https://www.wikidata.org/wiki/Q28549308","display_name":"Fake news","level":2,"score":0.8813799619674683},{"id":"https://openalex.org/C11192451","wikidata":"https://www.wikidata.org/wiki/Q2032038","display_name":"Stylometry","level":2,"score":0.8170640468597412},{"id":"https://openalex.org/C2776445246","wikidata":"https://www.wikidata.org/wiki/Q1792644","display_name":"Style (visual arts)","level":2,"score":0.6820513010025024},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6037111878395081},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.4325670599937439},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.28336483240127563},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.2280149757862091},{"id":"https://openalex.org/C108827166","wikidata":"https://www.wikidata.org/wiki/Q175975","display_name":"Internet privacy","level":1,"score":0.21828263998031616},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.16608014702796936},{"id":"https://openalex.org/C124952713","wikidata":"https://www.wikidata.org/wiki/Q8242","display_name":"Literature","level":1,"score":0.1353866159915924},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.06817930936813354}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.18653/v1/p18-1022","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/p18-1022","pdf_url":"https://www.aclweb.org/anthology/P18-1022.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":"Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.18653/v1/p18-1022","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/p18-1022","pdf_url":"https://www.aclweb.org/anthology/P18-1022.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":"Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)","raw_type":"proceedings-article"},"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","score":0.7099999785423279,"id":"https://metadata.un.org/sdg/16"}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2593408211.pdf","grobid_xml":"https://content.openalex.org/works/W2593408211.grobid-xml"},"referenced_works_count":35,"referenced_works":["https://openalex.org/W94749751","https://openalex.org/W651477617","https://openalex.org/W1105550512","https://openalex.org/W1532503642","https://openalex.org/W1969944630","https://openalex.org/W1995698352","https://openalex.org/W1996665163","https://openalex.org/W2032897813","https://openalex.org/W2039222427","https://openalex.org/W2120015072","https://openalex.org/W2127978399","https://openalex.org/W2139297408","https://openalex.org/W2148412748","https://openalex.org/W2164873076","https://openalex.org/W2241325217","https://openalex.org/W2289084663","https://openalex.org/W2340511639","https://openalex.org/W2340645138","https://openalex.org/W2406990858","https://openalex.org/W2516338333","https://openalex.org/W2537475616","https://openalex.org/W2604264634","https://openalex.org/W2607700676","https://openalex.org/W2740560510","https://openalex.org/W2742144412","https://openalex.org/W2749784378","https://openalex.org/W2757749329","https://openalex.org/W2759820691","https://openalex.org/W2773007494","https://openalex.org/W2963416784","https://openalex.org/W2963942654","https://openalex.org/W3017984758","https://openalex.org/W3121562466","https://openalex.org/W3133994440","https://openalex.org/W4232331747"],"related_works":["https://openalex.org/W2895461980","https://openalex.org/W2768755876","https://openalex.org/W2187670843","https://openalex.org/W2285499887","https://openalex.org/W2377237701","https://openalex.org/W2187360386","https://openalex.org/W2360099860","https://openalex.org/W2027650462","https://openalex.org/W2593408211","https://openalex.org/W2124494221"],"abstract_inverted_index":{"We":[0,55,98],"report":[1],"on":[2],"a":[3,58,136],"comparative":[4],"style":[5,59],"analysis":[6,60],"of":[7,17,45,131,140],"hyperpartisan":[8,30,34,63],"(extremely":[9],"one-sided)":[10],"news":[11,49,64,89,105,151],"and":[12,32,72,103,146],"fake":[13,48,88,150],"news.":[14],"A":[15],"corpus":[16],"1,627":[18],"articles":[19,50],"from":[20,26,65,74],"9":[21],"political":[22],"publishers,":[23],"three":[24,126],"each":[25],"the":[27,29,33,46,66,115],"mainstream,":[28],"left,":[31],"right,":[35],"have":[36],"been":[37,123],"fact-checked":[38],"by":[39,125],"professional":[40],"journalists":[41],"at":[42],"BuzzFeed:":[43],"97%":[44],"299":[47],"identified":[51],"are":[52],"also":[53],"hyperpartisan.":[54],"show":[56],"how":[57],"can":[61],"distinguish":[62],"mainstream":[67],"(F":[68,76,94],"1":[69,77,95],"=":[70,78,96],"0.78),":[71],"satire":[73],"both":[75],"0.81).":[79],"But":[80],"stylometry":[81],"is":[82,119],"no":[83],"silver":[84],"bullet":[85],"as":[86],"style-based":[87],"detection":[90,145],"does":[91,113],"not":[92],"work":[93],"0.46).":[97],"further":[99],"reveal":[100],"that":[101],"left-wing":[102],"right-wing":[104],"share":[106],"significantly":[107],"more":[108],"stylistic":[109],"similarities":[110],"than":[111],"either":[112],"with":[114],"mainstream.":[116],"This":[117],"result":[118],"robust:":[120],"it":[121],"has":[122],"confirmed":[124],"different":[127],"modeling":[128],"approaches,":[129],"one":[130],"which":[132],"employs":[133],"Unmasking":[134],"in":[135],"novel":[137],"way.":[138],"Applications":[139],"our":[141],"results":[142],"include":[143],"partisanship":[144],"pre-screening":[147],"for":[148],"semi-automatic":[149],"detection.":[152]},"counts_by_year":[{"year":2026,"cited_by_count":11},{"year":2025,"cited_by_count":54},{"year":2024,"cited_by_count":84},{"year":2023,"cited_by_count":111},{"year":2022,"cited_by_count":104},{"year":2021,"cited_by_count":117},{"year":2020,"cited_by_count":96},{"year":2019,"cited_by_count":87},{"year":2018,"cited_by_count":18},{"year":2017,"cited_by_count":2},{"year":2013,"cited_by_count":1}],"updated_date":"2026-04-13T07:58:08.660418","created_date":"2025-10-10T00:00:00"}
