{"id":"https://openalex.org/W4416037787","doi":"https://doi.org/10.18653/v1/2025.arabicnlp-sharedtasks.115","title":"Cultura-Arabica: Probing and Enhancing Arabic Cultural Awareness in Large Language Models via LoRA","display_name":"Cultura-Arabica: Probing and Enhancing Arabic Cultural Awareness in Large Language Models via LoRA","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4416037787","doi":"https://doi.org/10.18653/v1/2025.arabicnlp-sharedtasks.115"},"language":null,"primary_location":{"id":"doi:10.18653/v1/2025.arabicnlp-sharedtasks.115","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/2025.arabicnlp-sharedtasks.115","pdf_url":"https://aclanthology.org/2025.arabicnlp-sharedtasks.115.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 Third Arabic Natural Language Processing Conference: Shared Tasks","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://aclanthology.org/2025.arabicnlp-sharedtasks.115.pdf","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5114515813","display_name":"Pulkit Chatwal","orcid":null},"institutions":[{"id":"https://openalex.org/I98210582","display_name":"Rajiv Gandhi Institute of Petroleum Technology","ror":"https://ror.org/00n7swc17","country_code":"IN","type":"education","lineage":["https://openalex.org/I98210582"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Pulkit Chatwal","raw_affiliation_strings":["Rajiv Gandhi Institute of Petroleum Technology , Jais , India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Rajiv Gandhi Institute of Petroleum Technology , Jais , India","institution_ids":["https://openalex.org/I98210582"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101543455","display_name":"Santosh Kumar Mishra","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Santosh Kumar Mishra","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.6397,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.8706652,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"837","last_page":"842"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10181","display_name":"Natural Language Processing Techniques","score":0.17569999396800995,"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":0.17569999396800995,"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":0.09390000253915787,"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"}},{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","score":0.051500000059604645,"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/arabic","display_name":"Arabic","score":0.37209999561309814},{"id":"https://openalex.org/keywords/semantics","display_name":"Semantics (computer science)","score":0.3165999948978424},{"id":"https://openalex.org/keywords/language-model","display_name":"Language model","score":0.3043000102043152},{"id":"https://openalex.org/keywords/natural-language","display_name":"Natural language","score":0.29750001430511475},{"id":"https://openalex.org/keywords/reflection","display_name":"Reflection (computer programming)","score":0.2930000126361847}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.578000009059906},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.4812000095844269},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.46209999918937683},{"id":"https://openalex.org/C96455323","wikidata":"https://www.wikidata.org/wiki/Q13955","display_name":"Arabic","level":2,"score":0.37209999561309814},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3707999885082245},{"id":"https://openalex.org/C184337299","wikidata":"https://www.wikidata.org/wiki/Q1437428","display_name":"Semantics (computer science)","level":2,"score":0.3165999948978424},{"id":"https://openalex.org/C137293760","wikidata":"https://www.wikidata.org/wiki/Q3621696","display_name":"Language model","level":2,"score":0.3043000102043152},{"id":"https://openalex.org/C195324797","wikidata":"https://www.wikidata.org/wiki/Q33742","display_name":"Natural language","level":2,"score":0.29750001430511475},{"id":"https://openalex.org/C65682993","wikidata":"https://www.wikidata.org/wiki/Q1056451","display_name":"Reflection (computer programming)","level":2,"score":0.2930000126361847},{"id":"https://openalex.org/C129792486","wikidata":"https://www.wikidata.org/wiki/Q1050419","display_name":"Language identification","level":3,"score":0.2766000032424927},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.2563000023365021},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.25130000710487366}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.18653/v1/2025.arabicnlp-sharedtasks.115","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/2025.arabicnlp-sharedtasks.115","pdf_url":"https://aclanthology.org/2025.arabicnlp-sharedtasks.115.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 Third Arabic Natural Language Processing Conference: Shared Tasks","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.18653/v1/2025.arabicnlp-sharedtasks.115","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/2025.arabicnlp-sharedtasks.115","pdf_url":"https://aclanthology.org/2025.arabicnlp-sharedtasks.115.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 Third Arabic Natural Language Processing Conference: Shared Tasks","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4416037787.pdf","grobid_xml":"https://content.openalex.org/works/W4416037787.grobid-xml"},"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"Large":[0],"Language":[1],"Models":[2],"(LLMs)":[3],"have":[4],"demonstrated":[5],"impressive":[6],"multilingual":[7],"capabilities;":[8],"however,":[9],"their":[10],"reasoning":[11,56,116],"often":[12],"reflects":[13],"Englishcentric":[14],"perspectives,":[15],"which":[16,53],"can":[17,112],"limit":[18],"accuracy":[19,94],"in":[20,47,57,117],"culture-specific":[21],"contexts.Arabic,":[22],"with":[23,84],"its":[24],"diverse":[25],"dialects,":[26],"rich":[27],"historical":[28],"heritage,":[29],"and":[30,69,75,88,101],"complex":[31],"socio-cultural":[32],"norms,":[33,65],"presents":[34],"a":[35],"particularly":[36],"challenging":[37],"setting":[38],"for":[39,122],"such":[40],"evaluation.To":[41],"address":[42],"this":[43],"gap,":[44],"we":[45,80],"participated":[46],"the":[48,104,120],"PalmX":[49],"2025":[50],"shared":[51],"task,":[52],"benchmarks":[54],"cultural":[55,89,115],"Arabic":[58],"through":[59],"multiple-choice":[60],"questions":[61],"covering":[62],"traditions,":[63],"social":[64],"history,":[66],"geography,":[67],"arts,":[68],"dialectal":[70],"expressions.By":[71],"applying":[72],"parameterefficient":[73],"adaptation":[74,111],"culturally":[76,124],"informed":[77],"prompt":[78],"formatting,":[79],"aligned":[81],"model":[82],"outputs":[83],"both":[85],"linguistic":[86],"correctness":[87],"relevance.Our":[90],"approach":[91],"achieved":[92],"an":[93],"of":[95],"71.65%,":[96],"securing":[97],"second":[98],"place":[99],"overall":[100],"closely":[102],"matching":[103],"top":[105],"system.These":[106],"results":[107],"demonstrate":[108],"that":[109],"targeted":[110],"significantly":[113],"enhance":[114],"LLMs,":[118],"paving":[119],"way":[121],"more":[123],"aware":[125],"Artificial":[126],"Intelligence.":[127]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-08-04T08:18:43.703281","created_date":"2025-11-08T00:00:00"}
