{"id":"https://openalex.org/W4385573180","doi":"https://doi.org/10.18653/v1/2022.wanlp-1.61","title":"AraBERT Model for Propaganda Detection","display_name":"AraBERT Model for Propaganda Detection","publication_year":2022,"publication_date":"2022-01-01","ids":{"openalex":"https://openalex.org/W4385573180","doi":"https://doi.org/10.18653/v1/2022.wanlp-1.61"},"language":"en","primary_location":{"id":"doi:10.18653/v1/2022.wanlp-1.61","doi":"https://doi.org/10.18653/v1/2022.wanlp-1.61","is_oa":true,"landing_page_url":"http://dx.doi.org/10.18653/v1/2022.wanlp-1.61","pdf_url":"https://aclanthology.org/2022.wanlp-1.61.pdf","source":{"id":"https://openalex.org/S7407085968","display_name":"Arabic Natural Language Processing Workshop (WANLP)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"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 Seventh Arabic Natural Language Processing Workshop (WANLP)","raw_type":"proceedings-article"},"volume":null,"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://aclanthology.org/2022.wanlp-1.61.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5092596445","display_name":"Mohamad Sharara","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Mohamad Sharara","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112974341","display_name":"Wissam Mohamad","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Wissam Mohamad","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5114072230","display_name":"Ralph Tawil","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ralph Tawil","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5092596446","display_name":"Ralph Chobok","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ralph Chobok","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5092596447","display_name":"Wolf Assi","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Wolf Assi","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5092596448","display_name":"Antonio Tannoury","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Antonio Tannoury","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":1.553,"has_fulltext":true,"cited_by_count":3,"citation_normalized_percentile":{"value":0.88979751,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":93,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"520","last_page":"523"},"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/T12262","display_name":"Hate Speech and Cyberbullying Detection","score":9.999999747378752e-05,"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/T11644","display_name":"Spam and Phishing Detection","score":9.999999747378752e-05,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/propaganda-detection","display_name":"propaganda detection","score":0.9900000095367432},{"id":"https://openalex.org/keywords/arabert","display_name":"AraBERT","score":0.9929999709129333},{"id":"https://openalex.org/keywords/arabic","display_name":"Arabic language","score":0.7490000128746033},{"id":"https://openalex.org/keywords/transformer","display_name":"transformer models","score":0.5889999866485596},{"id":"https://openalex.org/keywords/misinformation","display_name":"misinformation","score":0.5910000205039978},{"id":"https://openalex.org/keywords/disinformation","display_name":"disinformation","score":0.9580000042915344},{"id":"https://openalex.org/keywords/fake-news","display_name":"fake news","score":0.9150000214576721},{"id":"https://openalex.org/keywords/social-media-text","display_name":"social media text","score":0.8080000281333923},{"id":"https://openalex.org/keywords/arabic-news","display_name":"Arabic news","score":0.6850000023841858}],"concepts":[{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.7541812658309937},{"id":"https://openalex.org/C96455323","wikidata":"https://www.wikidata.org/wiki/Q13955","display_name":"Arabic","level":2,"score":0.7407742142677307},{"id":"https://openalex.org/C2778757428","wikidata":"https://www.wikidata.org/wiki/Q1250464","display_name":"Realm","level":2,"score":0.7254518866539001},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7020032405853271},{"id":"https://openalex.org/C2776654903","wikidata":"https://www.wikidata.org/wiki/Q2601463","display_name":"SAFER","level":2,"score":0.6977627873420715},{"id":"https://openalex.org/C17632256","wikidata":"https://www.wikidata.org/wiki/Q1076968","display_name":"Digital media","level":2,"score":0.49334684014320374},{"id":"https://openalex.org/C108827166","wikidata":"https://www.wikidata.org/wiki/Q175975","display_name":"Internet privacy","level":1,"score":0.4732694625854492},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.40972626209259033},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.32789716124534607},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.2050083577632904},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.19784128665924072},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","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},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.18653/v1/2022.wanlp-1.61","doi":"https://doi.org/10.18653/v1/2022.wanlp-1.61","is_oa":true,"landing_page_url":"http://dx.doi.org/10.18653/v1/2022.wanlp-1.61","pdf_url":"https://aclanthology.org/2022.wanlp-1.61.pdf","source":{"id":"https://openalex.org/S7407085968","display_name":"Arabic Natural Language Processing Workshop (WANLP)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"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 Seventh Arabic Natural Language Processing Workshop (WANLP)","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.18653/v1/2022.wanlp-1.61","doi":"https://doi.org/10.18653/v1/2022.wanlp-1.61","is_oa":true,"landing_page_url":"http://dx.doi.org/10.18653/v1/2022.wanlp-1.61","pdf_url":"https://aclanthology.org/2022.wanlp-1.61.pdf","source":{"id":"https://openalex.org/S7407085968","display_name":"Arabic Natural Language Processing Workshop (WANLP)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"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 Seventh Arabic Natural Language Processing Workshop (WANLP)","raw_type":"proceedings-article"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4385573180.pdf","grobid_xml":"https://content.openalex.org/works/W4385573180.grobid-xml"},"referenced_works_count":9,"referenced_works":["https://openalex.org/W2970487286","https://openalex.org/W3008110149","https://openalex.org/W3087891130","https://openalex.org/W3136184814","https://openalex.org/W3154356450","https://openalex.org/W3177048205","https://openalex.org/W3208685595","https://openalex.org/W3211821677","https://openalex.org/W4385574306"],"related_works":["https://openalex.org/W4385567163","https://openalex.org/W4412569981","https://openalex.org/W4389518447","https://openalex.org/W4385572915","https://openalex.org/W4389518333","https://openalex.org/W4385567184","https://openalex.org/W4402671295","https://openalex.org/W4402671253","https://openalex.org/W4385574492","https://openalex.org/W4402671188"],"abstract_inverted_index":{"Nowadays,":[0],"the":[1,12,39,53,65,70,81,100],"rapid":[2],"dissemination":[3],"of":[4,14,29,72,89,114],"data":[5,18],"on":[6,64],"digital":[7,41],"platforms":[8,49],"has":[9],"resulted":[10],"in":[11,80,116],"emergence":[13],"information":[15],"pollution":[16],"and":[17,26,50,94,98],"contamination,":[19],"specifically":[20],"misinformation,":[21],"mal-information,":[22],"disinformation,":[23],"fake":[24],"news,":[25],"various":[27],"types":[28],"propaganda.These":[30],"topics":[31],"are":[32,104],"now":[33],"posing":[34,43],"a":[35,59,108],"serious":[36],"threat":[37],"to":[38,46,76],"online":[40,91,118],"realm,":[42],"numerous":[44],"challenges":[45],"social":[47,83],"media":[48,84,95],"governments":[51],"around":[52],"world.In":[54],"this":[55,74,112],"article,":[56],"we":[57],"propose":[58],"propaganda":[60],"detection":[61],"model":[62,67],"based":[63],"transformer-based":[66],"AraBERT,":[68],"with":[69,87],"objective":[71],"using":[73],"framework":[75],"detect":[77],"propagandistic":[78],"content":[79],"Arabic":[82,92,117],"text":[85,120],"scene,":[86],"purpose":[88],"making":[90],"news":[93,119],"consumption":[96],"healthier":[97],"safer.Given":[99],"dataset,":[101],"our":[102],"results":[103],"relatively":[105],"encouraging,":[106],"indicating":[107],"huge":[109],"potential":[110],"for":[111],"line":[113],"approaches":[115],"NLP.":[121]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2023,"cited_by_count":2}],"updated_date":"2026-10-16T09:59:22.235173","created_date":"2023-08-05T00:00:00"}