{"id":"https://openalex.org/W4389518191","doi":"https://doi.org/10.18653/v1/2023.arabicnlp-1.59","title":"Frank at ArAIEval Shared Task: Arabic Persuasion and Disinformation: The Power of Pretrained Models","display_name":"Frank at ArAIEval Shared Task: Arabic Persuasion and Disinformation: The Power of Pretrained Models","publication_year":2023,"publication_date":"2023-01-01","ids":{"openalex":"https://openalex.org/W4389518191","doi":"https://doi.org/10.18653/v1/2023.arabicnlp-1.59"},"language":"en","primary_location":{"id":"doi:10.18653/v1/2023.arabicnlp-1.59","doi":"https://doi.org/10.18653/v1/2023.arabicnlp-1.59","is_oa":true,"landing_page_url":"http://dx.doi.org/10.18653/v1/2023.arabicnlp-1.59","pdf_url":"https://aclanthology.org/2023.arabicnlp-1.59.pdf","source":{"id":"https://openalex.org/S7407104720","display_name":"Arabic Natural Language Processing Conference (ArabicNLP)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/P4310320244","host_organization_name":"Association for Computational Linguistics","host_organization_lineage":["https://openalex.org/P4310320244"],"host_organization_lineage_names":["Association for Computational Linguistics"],"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 ArabicNLP 2023","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/2023.arabicnlp-1.59.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5033886004","display_name":"Dilshod Azizov","orcid":"https://orcid.org/0000-0002-0572-8813","observed_orcids":["https://orcid.org/0000-0002-0572-8813"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Dilshod Azizov","raw_affiliation_strings":["University of Artificial Intelligence"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Artificial Intelligence","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101994218","display_name":"Jiyong Li","orcid":"https://orcid.org/0009-0009-1857-5818","observed_orcids":["https://orcid.org/0009-0009-1857-5818"]},"institutions":[{"id":"https://openalex.org/I157773358","display_name":"Sun Yat-sen University","ror":"https://ror.org/0064kty71","country_code":"CN","type":"education","lineage":["https://openalex.org/I157773358"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiyong Li","raw_affiliation_strings":["Sun Yat-sen University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Sun Yat-sen University","institution_ids":["https://openalex.org/I157773358"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5060335069","display_name":"Shangsong Liang","orcid":"https://orcid.org/0000-0003-1625-2168","observed_orcids":["https://orcid.org/0000-0003-1625-2168"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Shangsong Liang","raw_affiliation_strings":["University of Artificial Intelligence"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Artificial Intelligence","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.27354489,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"583","last_page":"588"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11147","display_name":"Misinformation and Its Impacts","score":0.9814000129699707,"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":0.9814000129699707,"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":0.005100000184029341,"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/T10664","display_name":"Sentiment Analysis and Opinion Mining","score":0.004900000058114529,"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/disinformation-detection","display_name":"disinformation detection","score":0.8479999899864197},{"id":"https://openalex.org/keywords/arabic-tweets","display_name":"Arabic tweets","score":0.9779999852180481},{"id":"https://openalex.org/keywords/multilingual-bert","display_name":"multilingual BERT","score":0.6299999952316284},{"id":"https://openalex.org/keywords/marbert","display_name":"MARBERT","score":0.9789999723434448},{"id":"https://openalex.org/keywords/pretrained-transformer-models","display_name":"pretrained transformer models","score":0.6819999814033508},{"id":"https://openalex.org/keywords/arabic-natural-language-processing","display_name":"Arabic language processing","score":0.7549999952316284}],"concepts":[{"id":"https://openalex.org/C2776552730","wikidata":"https://www.wikidata.org/wiki/Q189656","display_name":"Disinformation","level":3,"score":0.8803491592407227},{"id":"https://openalex.org/C2781310500","wikidata":"https://www.wikidata.org/wiki/Q1231428","display_name":"Persuasion","level":2,"score":0.8439151048660278},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7030559778213501},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5749998688697815},{"id":"https://openalex.org/C96455323","wikidata":"https://www.wikidata.org/wiki/Q13955","display_name":"Arabic","level":2,"score":0.5556130409240723},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.4230632185935974},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.4211825728416443},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.35894709825515747},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.24625340104103088},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.1882164478302002},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.11200055480003357},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.06667345762252808},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.05537515878677368},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.05387809872627258},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.18653/v1/2023.arabicnlp-1.59","doi":"https://doi.org/10.18653/v1/2023.arabicnlp-1.59","is_oa":true,"landing_page_url":"http://dx.doi.org/10.18653/v1/2023.arabicnlp-1.59","pdf_url":"https://aclanthology.org/2023.arabicnlp-1.59.pdf","source":{"id":"https://openalex.org/S7407104720","display_name":"Arabic Natural Language Processing Conference (ArabicNLP)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/P4310320244","host_organization_name":"Association for Computational Linguistics","host_organization_lineage":["https://openalex.org/P4310320244"],"host_organization_lineage_names":["Association for Computational Linguistics"],"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 ArabicNLP 2023","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.18653/v1/2023.arabicnlp-1.59","doi":"https://doi.org/10.18653/v1/2023.arabicnlp-1.59","is_oa":true,"landing_page_url":"http://dx.doi.org/10.18653/v1/2023.arabicnlp-1.59","pdf_url":"https://aclanthology.org/2023.arabicnlp-1.59.pdf","source":{"id":"https://openalex.org/S7407104720","display_name":"Arabic Natural Language Processing Conference (ArabicNLP)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/P4310320244","host_organization_name":"Association for Computational Linguistics","host_organization_lineage":["https://openalex.org/P4310320244"],"host_organization_lineage_names":["Association for Computational Linguistics"],"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 ArabicNLP 2023","raw_type":"proceedings-article"},"sustainable_development_goals":[],"sustainable_development_goals_aurora":[{"display_name":"Reduced inequalities","id":"https://metadata.un.org/sdg/10","score":0.5600000023841858}],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4389518191.pdf","grobid_xml":"https://content.openalex.org/works/W4389518191.grobid-xml"},"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W4389518316","https://openalex.org/W4389518238","https://openalex.org/W4389518354","https://openalex.org/W4389518427","https://openalex.org/W4389518443","https://openalex.org/W4389518341","https://openalex.org/W4389518447","https://openalex.org/W4389518333","https://openalex.org/W4389518421","https://openalex.org/W4402671474"],"abstract_inverted_index":{"In":[0],"this":[1],"work,":[2],"we":[3,33,89],"present":[4,90],"our":[5,70,91,104],"systems":[6,105],"developed":[7],"for":[8,23,38,119],"\"ARAIEVAL\"":[9],"shared":[10],"task":[11],"of":[12,52,64,76,87,97,101,110,116],"ArabicNLP":[13],"2023":[14],"(Hasanain":[15],"et":[16],"al.,":[17],"2023a).We":[18],"used":[19,34],"an":[20],"mBERT":[21],"transformer":[22,37],"Subtask":[24,39],"1A,":[25],"which":[26],"targets":[27],"persuasion":[28,47],"in":[29,44],"Arabic":[30,45],"tweets,":[31],"and":[32,60,112,122],"the":[35,56,79],"MARBERT":[36],"2A":[40],"to":[41],"identify":[42],"disinformation":[43,71],"tweets.Our":[46],"detection":[48],"system":[49,72],"achieved":[50],"micro-F1":[51,75],"0.745":[53],"by":[54,58,82],"surpassing":[55],"baseline":[57],"13.2%,":[59],"registered":[61],"a":[62,74,85,95],"macro-F1":[63,86],"0.717":[65],"based":[66],"on":[67,94],"leaderboard":[68],"scores.Similarly,":[69],"recorded":[73],"0.816,":[77],"besting":[78],"na\u00efve":[80],"majority":[81],"6.7%,":[83],"with":[84],"0.637.Furthermore,":[88],"preliminary":[92],"results":[93],"variety":[96],"pre-trained":[98],"models.In":[99],"terms":[100],"overall":[102],"ranking,":[103],"placed":[106],"7":[107],"th":[108,114],"out":[109,115],"16":[111],"12":[113],"17":[117],"teams":[118],"Subtasks":[120],"1A":[121],"2A,":[123],"respectively.":[124]},"counts_by_year":[],"updated_date":"2026-10-27T15:51:10.671819","created_date":"2023-12-10T00:00:00"}
