{"id":"https://openalex.org/W4409084566","doi":"https://doi.org/10.32604/cmc.2025.059870","title":"Leveraging Unlabeled Corpus for Arabic Dialect Identification","display_name":"Leveraging Unlabeled Corpus for Arabic Dialect Identification","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4409084566","doi":"https://doi.org/10.32604/cmc.2025.059870"},"language":"en","primary_location":{"id":"doi:10.32604/cmc.2025.059870","is_oa":true,"landing_page_url":"https://doi.org/10.32604/cmc.2025.059870","pdf_url":null,"source":{"id":"https://openalex.org/S4210191605","display_name":"Computers, materials & continua/Computers, materials & continua (Print)","issn_l":"1546-2218","issn":["1546-2218","1546-2226"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computers, Materials & Continua","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://doi.org/10.32604/cmc.2025.059870","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5025341361","display_name":"Mohammed Abdelmajeed","orcid":"https://orcid.org/0000-0002-3001-1662"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Mohammed Abdelmajeed","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100680284","display_name":"Jiangbin Zheng","orcid":"https://orcid.org/0000-0003-0623-584X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jiangbin Zheng","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087283637","display_name":"Murtadha Ahmed","orcid":"https://orcid.org/0000-0002-0741-0710"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ahmed Murtadha","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090872431","display_name":"Youcef Nafa","orcid":"https://orcid.org/0000-0002-9367-3583"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Youcef Nafa","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042796984","display_name":"Mohammed Abaker","orcid":"https://orcid.org/0000-0001-8546-9470"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Mohammed Abaker","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5065810383","display_name":"Muhammad Pervez Akhter","orcid":"https://orcid.org/0000-0002-4933-8905"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Muhammad Pervez Akhter","raw_affiliation_strings":[],"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5025341361"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.8414,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.90086931,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":"83","issue":"2","first_page":"3471","last_page":"3491"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10181","display_name":"Natural Language Processing Techniques","score":0.9975000023841858,"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/T10181","display_name":"Natural Language Processing Techniques","score":0.9975000023841858,"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/T10201","display_name":"Speech Recognition and Synthesis","score":0.9563999772071838,"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/T13912","display_name":"Language, Linguistics, Cultural Analysis","score":0.9247000217437744,"subfield":{"id":"https://openalex.org/subfields/1203","display_name":"Language and Linguistics"},"field":{"id":"https://openalex.org/fields/12","display_name":"Arts and Humanities"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/arabic","display_name":"Arabic","score":0.7798299789428711},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.7200251817703247},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.5686906576156616},{"id":"https://openalex.org/keywords/linguistics","display_name":"Linguistics","score":0.5509504675865173},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5162687301635742},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.42006003856658936},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.10856449604034424},{"id":"https://openalex.org/keywords/philosophy","display_name":"Philosophy","score":0.09923389554023743},{"id":"https://openalex.org/keywords/botany","display_name":"Botany","score":0.08315539360046387}],"concepts":[{"id":"https://openalex.org/C96455323","wikidata":"https://www.wikidata.org/wiki/Q13955","display_name":"Arabic","level":2,"score":0.7798299789428711},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.7200251817703247},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.5686906576156616},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.5509504675865173},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5162687301635742},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.42006003856658936},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.10856449604034424},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.09923389554023743},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.08315539360046387}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.32604/cmc.2025.059870","is_oa":true,"landing_page_url":"https://doi.org/10.32604/cmc.2025.059870","pdf_url":null,"source":{"id":"https://openalex.org/S4210191605","display_name":"Computers, materials & continua/Computers, materials & continua (Print)","issn_l":"1546-2218","issn":["1546-2218","1546-2226"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computers, Materials & Continua","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.32604/cmc.2025.059870","is_oa":true,"landing_page_url":"https://doi.org/10.32604/cmc.2025.059870","pdf_url":null,"source":{"id":"https://openalex.org/S4210191605","display_name":"Computers, materials & continua/Computers, materials & continua (Print)","issn_l":"1546-2218","issn":["1546-2218","1546-2226"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computers, Materials & Continua","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":12,"referenced_works":["https://openalex.org/W2104094955","https://openalex.org/W2767784948","https://openalex.org/W3034408878","https://openalex.org/W3035454789","https://openalex.org/W3095594087","https://openalex.org/W3104055036","https://openalex.org/W3104423855","https://openalex.org/W3106433641","https://openalex.org/W4229052301","https://openalex.org/W4309195668","https://openalex.org/W4318567029","https://openalex.org/W4402951656"],"related_works":["https://openalex.org/W4249048193","https://openalex.org/W3000360420","https://openalex.org/W1931440630","https://openalex.org/W3172144307","https://openalex.org/W4396855230","https://openalex.org/W3184247917","https://openalex.org/W2566442783","https://openalex.org/W4235657630","https://openalex.org/W2331401504","https://openalex.org/W3204019825"],"abstract_inverted_index":{"Arabic":[0],"Dialect":[1],"Identification":[2],"(DID)":[3],"is":[4,67,128],"a":[5,18,47,90,121,187],"task":[6],"in":[7,23,44,77,191],"Natural":[8],"Language":[9,182],"Processing":[10],"(NLP)":[11],"that":[12,37,93,109,165],"involves":[13],"determining":[14],"the":[15,40,51,56,61,82,101,112,131,148,153,192,203],"dialect":[16],"of":[17,21,42,53,63,84,147],"given":[19,48],"piece":[20],"text":[22],"Arabic.":[24],"The":[25,125,195],"state-of-the-art":[26,189],"solutions":[27],"for":[28,133,159],"DID":[29,102,193],"are":[30],"built":[31],"on":[32,60,100,156,200],"various":[33],"deep":[34],"neural":[35],"networks":[36],"commonly":[38],"learn":[39],"representation":[41],"sentences":[43],"response":[45],"to":[46,69,97,129,142],"dialect.":[49],"Despite":[50],"effectiveness":[52],"these":[54],"solutions,":[55],"performance":[57,99,190],"heavily":[58],"relies":[59],"amount":[62],"labeled":[64,116,173],"examples,":[65],"which":[66],"labor-intensive":[68],"attain":[70],"and":[71,117,138],"may":[72],"not":[73],"be":[74,198],"readily":[75],"available":[76,199],"real-world":[78],"scenarios.":[79],"To":[80],"alleviate":[81],"burden":[83],"labeling":[85],"data,":[86],"this":[87],"paper":[88],"introduces":[89],"novel":[91],"solution":[92,155],"leverages":[94],"unlabeled":[95,118],"corpora":[96],"boost":[98],"task.":[103],"Specifically,":[104],"we":[105,151,185],"design":[106],"an":[107],"architecture":[108],"enables":[110],"learning":[111,134],"shared":[113],"information":[114],"between":[115],"texts":[119],"through":[120],"gradient":[122],"reversal":[123],"layer.":[124],"key":[126],"idea":[127],"penalize":[130],"model":[132],"source":[135],"dataset-specific":[136],"features":[137],"thus":[139],"enable":[140],"it":[141,166],"capture":[143],"common":[144],"knowledge":[145],"regardless":[146],"label.":[149],"Finally,":[150],"evaluate":[152],"proposed":[154],"benchmark":[157],"datasets":[158],"DID.":[160],"Our":[161],"extensive":[162],"experiments":[163],"show":[164],"performs":[167],"significantly":[168],"better,":[169],"especially,":[170],"with":[171,179],"sparse":[172],"data.":[174],"By":[175],"comparing":[176],"our":[177],"approach":[178],"existing":[180],"Pre-trained":[181],"Models":[183],"(PLMs),":[184],"achieve":[186],"new":[188],"field.":[194],"code":[196],"will":[197],"GitHub":[201],"upon":[202],"paper\u2019s":[204],"acceptance.":[205]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}