{"id":"https://openalex.org/W4416037599","doi":"https://doi.org/10.18653/v1/2025.arabicnlp-sharedtasks.120","title":"ANLPers at QIAS: CoT for Islamic Inheritance","display_name":"ANLPers at QIAS: CoT for Islamic Inheritance","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4416037599","doi":"https://doi.org/10.18653/v1/2025.arabicnlp-sharedtasks.120"},"language":null,"primary_location":{"id":"doi:10.18653/v1/2025.arabicnlp-sharedtasks.120","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/2025.arabicnlp-sharedtasks.120","pdf_url":"https://aclanthology.org/2025.arabicnlp-sharedtasks.120.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.120.pdf","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5093081405","display_name":"Serry Sibaee","orcid":"https://orcid.org/0009-0009-5649-4111"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Serry Sibaee","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008168853","display_name":"Mohamed Reda","orcid":"https://orcid.org/0000-0002-6865-1315"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Mahmoud Reda","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5093933812","display_name":"Omer Nacar","orcid":"https://orcid.org/0000-0001-7493-9318"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Omer Nacar","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050720870","display_name":"Yasser Alhabashi","orcid":"https://orcid.org/0000-0001-7738-9489"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Yasser Alhabashi","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014758459","display_name":"Adel Ammar","orcid":"https://orcid.org/0000-0003-0795-132X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Adel Ammar","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5042123158","display_name":"Wadii Boulila","orcid":"https://orcid.org/0000-0003-2133-0757"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Wadii Boulila","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":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.30950336,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"873","last_page":"877"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10237","display_name":"Cryptography and Data Security","score":0.062199998646974564,"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/T10237","display_name":"Cryptography and Data Security","score":0.062199998646974564,"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/T14347","display_name":"Big Data and Digital Economy","score":0.02669999934732914,"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"}},{"id":"https://openalex.org/T12479","display_name":"Web Application Security Vulnerabilities","score":0.02319999970495701,"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/inheritance","display_name":"Inheritance (genetic algorithm)","score":0.9104999899864197},{"id":"https://openalex.org/keywords/islam","display_name":"Islam","score":0.6467000246047974},{"id":"https://openalex.org/keywords/arabic","display_name":"Arabic","score":0.42590001225471497},{"id":"https://openalex.org/keywords/sharia","display_name":"Sharia","score":0.3221000134944916},{"id":"https://openalex.org/keywords/case-based-reasoning","display_name":"Case-based reasoning","score":0.29089999198913574}],"concepts":[{"id":"https://openalex.org/C2780902518","wikidata":"https://www.wikidata.org/wiki/Q6033780","display_name":"Inheritance (genetic algorithm)","level":3,"score":0.9104999899864197},{"id":"https://openalex.org/C4445939","wikidata":"https://www.wikidata.org/wiki/Q432","display_name":"Islam","level":2,"score":0.6467000246047974},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.49720001220703125},{"id":"https://openalex.org/C96455323","wikidata":"https://www.wikidata.org/wiki/Q13955","display_name":"Arabic","level":2,"score":0.42590001225471497},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.37860000133514404},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.37389999628067017},{"id":"https://openalex.org/C168702047","wikidata":"https://www.wikidata.org/wiki/Q482752","display_name":"Sharia","level":3,"score":0.3221000134944916},{"id":"https://openalex.org/C20162079","wikidata":"https://www.wikidata.org/wiki/Q1151406","display_name":"Case-based reasoning","level":2,"score":0.29089999198913574},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.28999999165534973},{"id":"https://openalex.org/C188147891","wikidata":"https://www.wikidata.org/wiki/Q147638","display_name":"Cognitive science","level":1,"score":0.2745000123977661},{"id":"https://openalex.org/C53553401","wikidata":"https://www.wikidata.org/wiki/Q47307","display_name":"Genealogy","level":1,"score":0.2590000033378601},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.2526000142097473}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.18653/v1/2025.arabicnlp-sharedtasks.120","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/2025.arabicnlp-sharedtasks.120","pdf_url":"https://aclanthology.org/2025.arabicnlp-sharedtasks.120.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.120","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/2025.arabicnlp-sharedtasks.120","pdf_url":"https://aclanthology.org/2025.arabicnlp-sharedtasks.120.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/W4416037599.pdf","grobid_xml":"https://content.openalex.org/works/W4416037599.grobid-xml"},"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"This":[0],"paper":[1],"presents":[2],"a":[3],"Chain-of-Thought":[4],"(CoT)":[5],"prompting":[6,39],"approach":[7,53],"for":[8],"Islamic":[9,34,61],"inheritance":[10,30,62,107],"reasoning":[11,26,46,113,122],"in":[12,94,106],"multiple-choice":[13],"question":[14],"answering.We":[15],"address":[16],"the":[17,71],"QIAS":[18],"2025":[19],"SubTask":[20],"1,":[21],"which":[22],"requires":[23],"complex":[24,100,119],"legal":[25,121],"to":[27,33,79,85],"determine":[28],"correct":[29],"shares":[31],"according":[32],"jurisprudence.Our":[35],"system":[36],"employs":[37],"two":[38],"strategies:":[40],"direct":[41],"answer":[42,49],"extraction":[43],"and":[44,58,81],"step-by-step":[45],"with":[47,99],"regexbased":[48],"extraction.We":[50],"evaluate":[51],"our":[52],"using":[54],"Claude":[55,74],"3.7":[56,75],"Sonnet":[57],"GPT-4o":[59,82],"on":[60,118],"MCQ":[63],"tasks.Results":[64],"demonstrate":[65],"significant":[66],"performance":[67,117],"improvements":[68],"when":[69],"incorporating":[70],"thinking":[72],"step:":[73],"improved":[76],"from":[77,83],"0.67":[78],"0.81,":[80],"0.63":[84],"0.74.Error":[86],"analysis":[87],"reveals":[88],"that":[89,111],"while":[90],"models":[91],"perform":[92],"well":[93],"basic":[95],"reasoning,":[96],"they":[97],"struggle":[98],"correction":[101],"procedures":[102],"(Tasheeh":[103],"1":[104],")":[105],"calculations.Our":[108],"findings":[109],"confirm":[110],"structured":[112],"substantially":[114],"enhances":[115],"LLM":[116],"Arabic":[120],"tasks":[123],"without":[124],"requiring":[125],"additional":[126],"training":[127],"or":[128],"retrieval-augmented":[129],"generation.":[130]},"counts_by_year":[],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-11-08T00:00:00"}