{"id":"https://openalex.org/W4389518320","doi":"https://doi.org/10.18653/v1/2023.arabicnlp-1.57","title":"PD-AR at ArAIEval Shared Task: A BERT-Centric Approach to Tackle Arabic Disinformation","display_name":"PD-AR at ArAIEval Shared Task: A BERT-Centric Approach to Tackle Arabic Disinformation","publication_year":2023,"publication_date":"2023-01-01","ids":{"openalex":"https://openalex.org/W4389518320","doi":"https://doi.org/10.18653/v1/2023.arabicnlp-1.57"},"language":"en","primary_location":{"id":"doi:10.18653/v1/2023.arabicnlp-1.57","doi":"https://doi.org/10.18653/v1/2023.arabicnlp-1.57","is_oa":true,"landing_page_url":"http://dx.doi.org/10.18653/v1/2023.arabicnlp-1.57","pdf_url":"https://aclanthology.org/2023.arabicnlp-1.57.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-1.57.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5033721368","display_name":"Pritam Deka","orcid":"https://orcid.org/0000-0002-8655-4762","observed_orcids":["https://orcid.org/0000-0002-8655-4762"]},"institutions":[{"id":"https://openalex.org/I126231945","display_name":"Queen's University Belfast","ror":"https://ror.org/00hswnk62","country_code":"GB","type":"education","lineage":["https://openalex.org/I126231945"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Pritam Deka","raw_affiliation_strings":["Queen's University Belfast, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Queen's University Belfast, UK","institution_ids":["https://openalex.org/I126231945"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5077202571","display_name":"Ashwathy T Revi","orcid":"https://orcid.org/0000-0002-9936-8141","observed_orcids":["https://orcid.org/0000-0002-9936-8141"]},"institutions":[{"id":"https://openalex.org/I43439940","display_name":"University of Southampton","ror":"https://ror.org/01ryk1543","country_code":"GB","type":"education","lineage":["https://openalex.org/I43439940"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Ashwathy Revi","raw_affiliation_strings":["University of Southampton, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Southampton, UK","institution_ids":["https://openalex.org/I43439940"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"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":0.27328431,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"570","last_page":"575"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11147","display_name":"Misinformation and Its Impacts","score":0.9984999895095825,"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":0.9984999895095825,"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":0.0010000000474974513,"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/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"}}],"keywords":[{"id":"https://openalex.org/keywords/bert","display_name":"BERT","score":0.699999988079071},{"id":"https://openalex.org/keywords/multilingual-pre-trained-language-models","display_name":"multilingual pretrained models","score":0.7720000147819519},{"id":"https://openalex.org/keywords/arabic-natural-language-processing","display_name":"Arabic language processing","score":0.6179999709129333}],"concepts":[{"id":"https://openalex.org/C2776552730","wikidata":"https://www.wikidata.org/wiki/Q189656","display_name":"Disinformation","level":3,"score":0.9681483507156372},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8171130418777466},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.6859591007232666},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.6830136775970459},{"id":"https://openalex.org/C96455323","wikidata":"https://www.wikidata.org/wiki/Q13955","display_name":"Arabic","level":2,"score":0.6818591356277466},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6309929490089417},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.6181782484054565},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.6161175966262817},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.22134676575660706},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.1684132218360901},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.10116162896156311},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.08352997899055481},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","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},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"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/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.18653/v1/2023.arabicnlp-1.57","doi":"https://doi.org/10.18653/v1/2023.arabicnlp-1.57","is_oa":true,"landing_page_url":"http://dx.doi.org/10.18653/v1/2023.arabicnlp-1.57","pdf_url":"https://aclanthology.org/2023.arabicnlp-1.57.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"},{"id":"pmh:oai:pure.qub.ac.uk/portal:openaire/15975006-90ce-44cc-8a91-5aa6de780ef4","doi":null,"is_oa":true,"landing_page_url":"https://pure.qub.ac.uk/en/publications/15975006-90ce-44cc-8a91-5aa6de780ef4","pdf_url":"https://pureadmin.qub.ac.uk/ws/files/660988880/SharedTask.pdf","source":{"id":"https://openalex.org/S4306402319","display_name":"Research Portal (Queen's University Belfast)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I126231945","host_organization_name":"Queen's University Belfast","host_organization_lineage":["https://openalex.org/I126231945"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-sa","license_id":"https://openalex.org/licenses/cc-by-nc-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":{"id":"doi:10.18653/v1/2023.arabicnlp-1.57","doi":"https://doi.org/10.18653/v1/2023.arabicnlp-1.57","is_oa":true,"landing_page_url":"http://dx.doi.org/10.18653/v1/2023.arabicnlp-1.57","pdf_url":"https://aclanthology.org/2023.arabicnlp-1.57.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":[{"score":0.8399999737739563,"display_name":"Quality education","id":"https://metadata.un.org/sdg/4"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4389518320.pdf","grobid_xml":"https://content.openalex.org/works/W4389518320.grobid-xml"},"referenced_works_count":28,"referenced_works":["https://openalex.org/W2582561810","https://openalex.org/W2626778328","https://openalex.org/W2896457183","https://openalex.org/W2899204128","https://openalex.org/W2925285378","https://openalex.org/W2945928904","https://openalex.org/W2949813784","https://openalex.org/W2965373594","https://openalex.org/W2979826702","https://openalex.org/W2982867001","https://openalex.org/W2983040767","https://openalex.org/W3004582376","https://openalex.org/W3008110149","https://openalex.org/W3093262286","https://openalex.org/W3121309663","https://openalex.org/W3134155512","https://openalex.org/W3154741768","https://openalex.org/W3216370178","https://openalex.org/W4200177521","https://openalex.org/W4206826655","https://openalex.org/W4225295315","https://openalex.org/W4285817252","https://openalex.org/W4307907065","https://openalex.org/W4311521079","https://openalex.org/W4312435369","https://openalex.org/W4376122480","https://openalex.org/W4385574306","https://openalex.org/W4389518316"],"related_works":["https://openalex.org/W4389518333","https://openalex.org/W4389518191","https://openalex.org/W4389518238","https://openalex.org/W4389518447","https://openalex.org/W4389518304","https://openalex.org/W4389518231","https://openalex.org/W4390483349","https://openalex.org/W4389518305","https://openalex.org/W4281476622","https://openalex.org/W4389518223"],"abstract_inverted_index":{"This":[0],"work":[1,41],"explores":[2],"Arabic":[3,68],"disinformation":[4,69],"identification,":[5],"a":[6,14],"crucial":[7],"task":[8],"in":[9,50,55],"natural":[10],"language":[11],"processing,":[12],"using":[13],"state-of-the-art":[15],"NLP":[16,61],"model.We":[17],"highlight":[18],"the":[19,35,44],"performance":[20],"of":[21,37,46],"our":[22],"system":[23],"model":[24],"against":[25],"baseline":[26],"models,":[27],"including":[28],"multilingual":[29],"and":[30,33],"Arabic-specific":[31],"ones,":[32],"showcase":[34],"effectiveness":[36],"domain-specific":[38,64],"pre-trained":[39,48],"models.This":[40],"advocates":[42],"for":[43],"adoption":[45],"tailored":[47],"models":[49],"NLP,":[51],"emphasizing":[52],"their":[53],"significance":[54],"understanding":[56],"diverse":[57],"languages.By":[58],"merging":[59],"advanced":[60],"techniques":[62],"with":[63],"pre-training,":[65],"it":[66],"advances":[67],"identification.":[70]},"counts_by_year":[],"updated_date":"2026-10-30T12:39:25.321706","created_date":"2023-12-10T00:00:00"}