{"id":"https://openalex.org/W4416037786","doi":"https://doi.org/10.18653/v1/2025.arabicnlp-sharedtasks.68","title":"NUR at IslamicEval 2025 Shared Task: Retrieval-Augmented LLMs for Qur\u2019an and Hadith QA","display_name":"NUR at IslamicEval 2025 Shared Task: Retrieval-Augmented LLMs for Qur\u2019an and Hadith QA","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4416037786","doi":"https://doi.org/10.18653/v1/2025.arabicnlp-sharedtasks.68"},"language":"en","primary_location":{"id":"doi:10.18653/v1/2025.arabicnlp-sharedtasks.68","doi":"https://doi.org/10.18653/v1/2025.arabicnlp-sharedtasks.68","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/2025.arabicnlp-sharedtasks.68","pdf_url":"https://aclanthology.org/2025.arabicnlp-sharedtasks.68.pdf","source":{"id":"https://openalex.org/S7407085968","display_name":"Arabic Natural Language Processing Workshop (WANLP)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"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 The Third Arabic Natural Language Processing Conference: Shared Tasks","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/2025.arabicnlp-sharedtasks.68.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Serag Amin","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I84524832","display_name":"Alexandria University","ror":"https://ror.org/00mzz1w90","country_code":"EG","type":"education","lineage":["https://openalex.org/I84524832"]}],"countries":["EG"],"is_corresponding":false,"raw_author_name":"Serag Amin","raw_affiliation_strings":["Faculty of Computers and Data Science , Alexandria University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Computers and Data Science , Alexandria University","institution_ids":["https://openalex.org/I84524832"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5130404233","display_name":"Ranwa Aly","orcid":"https://orcid.org/0009-0003-2975-2919","observed_orcids":["https://orcid.org/0009-0003-2975-2919"]},"institutions":[{"id":"https://openalex.org/I84524832","display_name":"Alexandria University","ror":"https://ror.org/00mzz1w90","country_code":"EG","type":"education","lineage":["https://openalex.org/I84524832"]}],"countries":["EG"],"is_corresponding":false,"raw_author_name":"Ranwa Aly","raw_affiliation_strings":["Faculty of Computers and Data Science , Alexandria University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Computers and Data Science , Alexandria University","institution_ids":["https://openalex.org/I84524832"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5120309405","display_name":"Yara Allam","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I84524832","display_name":"Alexandria University","ror":"https://ror.org/00mzz1w90","country_code":"EG","type":"education","lineage":["https://openalex.org/I84524832"]}],"countries":["EG"],"is_corresponding":false,"raw_author_name":"Yara Allam","raw_affiliation_strings":["Faculty of Computers and Data Science , Alexandria University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Computers and Data Science , Alexandria University","institution_ids":["https://openalex.org/I84524832"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Yomna Eid","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Yomna Eid","raw_affiliation_strings":["Center for Informatics Science (CIS) ,"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Center for Informatics Science (CIS) ,","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5042351049","display_name":"Ensaf Hussein Mohamed","orcid":"https://orcid.org/0000-0002-1615-0236","observed_orcids":["https://orcid.org/0000-0002-1615-0236"]},"institutions":[{"id":"https://openalex.org/I4210131067","display_name":"Nile University","ror":"https://ror.org/03kyeae64","country_code":"UG","type":"education","lineage":["https://openalex.org/I4210131067"]},{"id":"https://openalex.org/I4387152308","display_name":"Nile University","ror":"https://ror.org/009daqn45","country_code":"SD","type":"education","lineage":["https://openalex.org/I4387152308"]},{"id":"https://openalex.org/I57629906","display_name":"Nile University","ror":"https://ror.org/03cg7cp61","country_code":"EG","type":"education","lineage":["https://openalex.org/I57629906"]}],"countries":["EG","SD","UG"],"is_corresponding":false,"raw_author_name":"Ensaf Hussein Mohamed","raw_affiliation_strings":["Center for Informatics Science (CIS) ,","School of Information Technology and Computer Science , Nile University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Center for Informatics Science (CIS) ,","institution_ids":[]},{"raw_affiliation_string":"School of Information Technology and Computer Science , Nile University","institution_ids":["https://openalex.org/I4210131067","https://openalex.org/I4387152308","https://openalex.org/I57629906"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":4,"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":0.30239214,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"494","last_page":"502"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10286","display_name":"Information Retrieval and Search Behavior","score":0.5077999830245972,"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"}},"topics":[{"id":"https://openalex.org/T10286","display_name":"Information Retrieval and Search Behavior","score":0.5077999830245972,"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/T10028","display_name":"Topic Modeling","score":0.47609999775886536,"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/T10181","display_name":"Natural Language Processing Techniques","score":0.0026000000070780516,"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/passage-retrieval","display_name":"passage retrieval","score":0.7369999885559082},{"id":"https://openalex.org/keywords/quran","display_name":"Quran","score":0.9100000262260437},{"id":"https://openalex.org/keywords/hadith","display_name":"hadith","score":1.0},{"id":"https://openalex.org/keywords/retrieval-augmented-generation","display_name":"retrieval-augmented generation","score":0.781000018119812},{"id":"https://openalex.org/keywords/sentence-transformers","display_name":"Sentence Transformers","score":0.4449999928474426},{"id":"https://openalex.org/keywords/question-answering","display_name":"question answering","score":0.7739999890327454}],"concepts":[{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.5152000188827515},{"id":"https://openalex.org/C137403100","wikidata":"https://www.wikidata.org/wiki/Q41710","display_name":"Ethnic group","level":2,"score":0.3068000078201294},{"id":"https://openalex.org/C107993555","wikidata":"https://www.wikidata.org/wiki/Q1662673","display_name":"Gender studies","level":1,"score":0.2994000017642975},{"id":"https://openalex.org/C95457728","wikidata":"https://www.wikidata.org/wiki/Q309","display_name":"History","level":0,"score":0.29330000281333923},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.27129998803138733},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.2632000148296356},{"id":"https://openalex.org/C2778137410","wikidata":"https://www.wikidata.org/wiki/Q2732820","display_name":"Government (linguistics)","level":2,"score":0.25949999690055847},{"id":"https://openalex.org/C73484699","wikidata":"https://www.wikidata.org/wiki/Q161733","display_name":"Criminology","level":1,"score":0.24320000410079956},{"id":"https://openalex.org/C18762648","wikidata":"https://www.wikidata.org/wiki/Q42213","display_name":"Work (physics)","level":2,"score":0.20839999616146088},{"id":"https://openalex.org/C47768531","wikidata":"https://www.wikidata.org/wiki/Q1127188","display_name":"Development economics","level":1,"score":0.20479999482631683}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.18653/v1/2025.arabicnlp-sharedtasks.68","doi":"https://doi.org/10.18653/v1/2025.arabicnlp-sharedtasks.68","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/2025.arabicnlp-sharedtasks.68","pdf_url":"https://aclanthology.org/2025.arabicnlp-sharedtasks.68.pdf","source":{"id":"https://openalex.org/S7407085968","display_name":"Arabic Natural Language Processing Workshop (WANLP)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"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 The Third Arabic Natural Language Processing Conference: Shared Tasks","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.18653/v1/2025.arabicnlp-sharedtasks.68","doi":"https://doi.org/10.18653/v1/2025.arabicnlp-sharedtasks.68","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/2025.arabicnlp-sharedtasks.68","pdf_url":"https://aclanthology.org/2025.arabicnlp-sharedtasks.68.pdf","source":{"id":"https://openalex.org/S7407085968","display_name":"Arabic Natural Language Processing Workshop (WANLP)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"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 The Third Arabic Natural Language Processing Conference: Shared Tasks","raw_type":"proceedings-article"},"sustainable_development_goals":[],"sustainable_development_goals_aurora":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4416037786.pdf","grobid_xml":"https://content.openalex.org/works/W4416037786.grobid-xml"},"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W4416037779","https://openalex.org/W4416037764","https://openalex.org/W4416037753","https://openalex.org/W4416037684","https://openalex.org/W4389518324","https://openalex.org/W4416037631","https://openalex.org/W4416037624","https://openalex.org/W7118213285","https://openalex.org/W4416037613","https://openalex.org/W4389518364"],"abstract_inverted_index":{"In":[0],"this":[1],"paper,":[2],"we":[3,14,46],"present":[4],"our":[5],"contribution":[6],"to":[7],"the":[8,29,87],"IslamicEval":[9],"2025":[10],"shared":[11],"task.More":[12],"specifically,":[13],"address":[15],"subtask":[16],"2,":[17],"which":[18],"is":[19],"a":[20,39,59,75],"passage":[21],"retrieval":[22,44],"(PR)":[23],"system":[24,73],"for":[25,62],"Qur'an":[26],"and":[27,67,82],"Hadith,":[28],"two":[30],"central":[31],"bodies":[32],"of":[33,38,53,64,69,77,80,84],"text":[34],"in":[35],"Islam.Basing":[36],"off":[37],"fine-tuned":[40],"BERT-based":[41],"sentence":[42],"transformer":[43],"model,":[45],"explore":[47],"several":[48],"approaches,":[49],"including":[50],"pipelined":[51],"fine-tuning":[52],"cross-encoders,":[54],"as":[55,57],"well":[56],"using":[58],"stateof-the-art":[60],"LLM":[61],"reranking":[63],"relevant":[65],"passages,":[66],"identification":[68],"zero-answer":[70],"questions.Our":[71],"best-performing":[72],"achieves":[74],"MAP@10":[76],"0.1809,":[78],"MAP_Q@5":[79],"0.2334,":[81],"MAP_H@5":[83],"0.1923":[85],"on":[86],"test":[88],"set.":[89]},"counts_by_year":[],"updated_date":"2026-10-28T10:33:24.094632","created_date":"2025-11-08T00:00:00"}