{"id":"https://openalex.org/W4390905727","doi":"https://doi.org/10.1109/icaicta59291.2023.10390123","title":"QASiNa: Religious Domain Question Answering Using Sirah Nabawiyah","display_name":"QASiNa: Religious Domain Question Answering Using Sirah Nabawiyah","publication_year":2023,"publication_date":"2023-10-07","ids":{"openalex":"https://openalex.org/W4390905727","doi":"https://doi.org/10.1109/icaicta59291.2023.10390123"},"language":"en","primary_location":{"id":"doi:10.1109/icaicta59291.2023.10390123","doi":"https://doi.org/10.1109/icaicta59291.2023.10390123","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icaicta59291.2023.10390123","pdf_url":null,"source":{"id":"https://openalex.org/S7407089027","display_name":"International Conference on Advanced Informatics: Concepts, Theory and Applications (ICAICTA)","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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 10th International Conference on Advanced Informatics: Concept, Theory and Application (ICAICTA)","raw_type":"proceedings-article"},"volume":null,"type":"conference-paper","is_traditional":true,"indexed_in":["arxiv","crossref","datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2310.08102","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5093063088","display_name":"Muhammad Razif Rizqullah","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I134635517","display_name":"Bandung Institute of Technology","ror":"https://ror.org/00apj8t60","country_code":"ID","type":"education","lineage":["https://openalex.org/I134635517"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Muhammad Razif Rizqullah","raw_affiliation_strings":["School of Electrical Engineering and Informatics, Bandung Institute of Technology, Bandung, Indonesia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electrical Engineering and Informatics, Bandung Institute of Technology, Bandung, Indonesia","institution_ids":["https://openalex.org/I134635517"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021128017","display_name":"Ayu Purwarianti","orcid":"https://orcid.org/0000-0002-5016-3700","observed_orcids":["https://orcid.org/0000-0002-5016-3700"]},"institutions":[{"id":"https://openalex.org/I134635517","display_name":"Bandung Institute of Technology","ror":"https://ror.org/00apj8t60","country_code":"ID","type":"education","lineage":["https://openalex.org/I134635517"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Ayu Purwarianti","raw_affiliation_strings":["School of Electrical Engineering and Informatics, Bandung Institute of Technology, Bandung, Indonesia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electrical Engineering and Informatics, Bandung Institute of Technology, Bandung, Indonesia","institution_ids":["https://openalex.org/I134635517"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5112924039","display_name":"Alham Fikri Aji","orcid":"https://orcid.org/0000-0001-7665-0673","observed_orcids":["https://orcid.org/0000-0001-7665-0673"]},"institutions":[{"id":"https://openalex.org/I4210113480","display_name":"Mohamed bin Zayed University of Artificial Intelligence","ror":"https://ror.org/0258gkt32","country_code":"AE","type":"education","lineage":["https://openalex.org/I4210113480"]}],"countries":["AE"],"is_corresponding":false,"raw_author_name":"Alham Fikri Aji","raw_affiliation_strings":["Mohamed bin Zayed University of Artificial Intelligence, Abu Dhabi, UAE"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Mohamed bin Zayed University of Artificial Intelligence, Abu Dhabi, UAE","institution_ids":["https://openalex.org/I4210113480"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.099,"has_fulltext":true,"cited_by_count":19,"citation_normalized_percentile":{"value":0.91010235,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","score":0.9320999979972839,"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/T10028","display_name":"Topic Modeling","score":0.9320999979972839,"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":0.03449999913573265,"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/T10286","display_name":"Information Retrieval and Search Behavior","score":0.003000000026077032,"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/sirah-nabawiyah","display_name":"Sirah Nabawiyah","score":0.9900000095367432},{"id":"https://openalex.org/keywords/biography-of-muhammad","display_name":"biography of Muhammad","score":0.6869999766349792},{"id":"https://openalex.org/keywords/indonesian-language","display_name":"Indonesian language","score":0.6990000009536743},{"id":"https://openalex.org/keywords/large-language-models","display_name":"large language models","score":0.7089999914169312},{"id":"https://openalex.org/keywords/chatgpt","display_name":"ChatGPT","score":0.7149999737739563},{"id":"https://openalex.org/keywords/multilingual-pre-trained-language-models","display_name":"multilingual pretrained models","score":0.6119999885559082},{"id":"https://openalex.org/keywords/xlm-r","display_name":"XLM-R","score":0.7480000257492065}],"concepts":[{"id":"https://openalex.org/C182407805","wikidata":"https://www.wikidata.org/wiki/Q2626534","display_name":"Substring","level":3,"score":0.8272334337234497},{"id":"https://openalex.org/C2779207338","wikidata":"https://www.wikidata.org/wiki/Q9240","display_name":"Indonesian","level":2,"score":0.7694641351699829},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7132843732833862},{"id":"https://openalex.org/C44291984","wikidata":"https://www.wikidata.org/wiki/Q1074173","display_name":"Question answering","level":2,"score":0.7037214636802673},{"id":"https://openalex.org/C4445939","wikidata":"https://www.wikidata.org/wiki/Q432","display_name":"Islam","level":2,"score":0.6258917450904846},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.5670794248580933},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.4234326481819153},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.4175061881542206},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.32631754875183105},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.18024864792823792},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.12741583585739136},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.11717593669891357},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.10778650641441345},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.08299973607063293},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"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/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/icaicta59291.2023.10390123","doi":"https://doi.org/10.1109/icaicta59291.2023.10390123","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icaicta59291.2023.10390123","pdf_url":null,"source":{"id":"https://openalex.org/S7407089027","display_name":"International Conference on Advanced Informatics: Concepts, Theory and Applications (ICAICTA)","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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 10th International Conference on Advanced Informatics: Concept, Theory and Application (ICAICTA)","raw_type":"proceedings-article"},{"id":"pmh:oai:arXiv.org:2310.08102","doi":null,"is_oa":true,"landing_page_url":"http://arxiv.org/abs/2310.08102","pdf_url":"https://arxiv.org/pdf/2310.08102","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"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":"text"},{"id":"doi:10.48550/arxiv.2310.08102","doi":"https://doi.org/10.48550/arxiv.2310.08102","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2310.08102","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Preprint"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2310.08102","doi":null,"is_oa":true,"landing_page_url":"http://arxiv.org/abs/2310.08102","pdf_url":"https://arxiv.org/pdf/2310.08102","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"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":"text"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320328515","display_name":"Lembaga Pengelola Dana Pendidikan","ror":"https://ror.org/05p2xef58"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4390905727.pdf","grobid_xml":"https://content.openalex.org/works/W4390905727.grobid-xml"},"referenced_works_count":39,"referenced_works":["https://openalex.org/W1542003533","https://openalex.org/W1837877305","https://openalex.org/W2251102620","https://openalex.org/W2463191147","https://openalex.org/W2524117467","https://openalex.org/W2539498374","https://openalex.org/W2575447553","https://openalex.org/W2587980974","https://openalex.org/W2621030753","https://openalex.org/W2769638932","https://openalex.org/W2770804155","https://openalex.org/W2889107415","https://openalex.org/W2896457183","https://openalex.org/W2909360019","https://openalex.org/W2936774495","https://openalex.org/W2945274619","https://openalex.org/W2950784788","https://openalex.org/W2963341956","https://openalex.org/W2973017033","https://openalex.org/W2983040767","https://openalex.org/W3039081252","https://openalex.org/W3087944242","https://openalex.org/W3090081112","https://openalex.org/W3090547600","https://openalex.org/W3091084831","https://openalex.org/W3116295307","https://openalex.org/W3119892967","https://openalex.org/W3159843954","https://openalex.org/W3173887434","https://openalex.org/W3183397812","https://openalex.org/W4224274657","https://openalex.org/W4235895031","https://openalex.org/W4255421341","https://openalex.org/W4285361231","https://openalex.org/W4309006766","https://openalex.org/W4385574272","https://openalex.org/W6738857005","https://openalex.org/W6760937227","https://openalex.org/W6783854577"],"related_works":["https://openalex.org/W7160404679","https://openalex.org/W4415230710","https://openalex.org/W7123755343","https://openalex.org/W7134855206","https://openalex.org/W7164903655","https://openalex.org/W7102408151","https://openalex.org/W7204105609","https://openalex.org/W7102546947","https://openalex.org/W4393407262","https://openalex.org/W4416037613"],"abstract_inverted_index":{"Nowadays,":[0],"Question":[1,155],"Answering":[2,156],"(QA)":[3],"tasks":[4],"receive":[5],"significant":[6],"research":[7],"focus,":[8],"particularly":[9],"with":[10,103,187,202,218,233],"the":[11,33,41,49,80,101,104,110,114,154,197,237],"development":[12],"of":[13,35,51,82,117,124,140,190,204,207,212,239],"Large":[14],"Language":[15],"Model":[16],"(LLM)":[17],"such":[18],"as":[19,259],"Chat":[20,219,225,252,280],"GPT":[21,226,253,281],"[1].":[22,223],"LLM":[23,68,84,125],"can":[24,55],"be":[25],"applied":[26,39],"to":[27,40,69,79,121,255,268],"various":[28],"domains,":[29],"but":[30],"it":[31],"contradicts":[32],"principles":[34],"information":[36,52],"transmission":[37],"when":[38],"Islamic":[42,88,106,293],"domain.":[43,128],"In":[44,149],"Islam":[45],"we":[46,119,152],"strictly":[47],"regulates":[48],"sources":[50,62],"and":[53,138,182,209,221,231,241,270,276],"who":[54],"give":[56,256],"interpretations":[57,258],"or":[58],"tafseer":[59],"for":[60,284,292],"that":[61,251],"[2].":[63],"The":[64,248],"approach":[65],"used":[66],"by":[67,176,261],"generate":[70],"answers":[71],"based":[72],"on":[73,200],"its":[74,262],"own":[75],"interpretation":[76],"is":[77,85,94,100,131,282],"similar":[78],"concept":[81],"tafseer,":[83],"neither":[86],"an":[87],"expert":[89],"nor":[90],"a":[91,161],"human":[92],"which":[93,185],"not":[95],"permitted":[96],"in":[97,109,126,146,169,246,288],"Islam.":[98],"Indonesia":[99],"country":[102],"largest":[105],"believer":[107],"population":[108],"world":[111],"[3].":[112],"With":[113],"high":[115],"influence":[116],"LLM,":[118],"need":[120],"make":[122],"evaluation":[123],"religious":[127,134,289],"Currently,":[129],"there":[130],"only":[132],"few":[133],"QA":[135],"dataset":[136,163,175],"available":[137],"none":[139],"them":[141],"using":[142,177],"Sirah":[143,157,166],"Nabawiyah":[144,158,167],"especially":[145,291],"Indonesian":[147,170,188],"Language.":[148],"this":[150],"paper,":[151],"propose":[153],"(QASiNa)":[159],"dataset,":[160],"novel":[162],"compiled":[164],"from":[165],"literatures":[168],"language.":[171],"We":[172,214],"demonstrate":[173],"our":[174],"mBERT":[178],"[4],":[179],"XLM-R":[180,194,216],"[5],":[181],"IndoBERT":[183],"[6]":[184],"fine-tuned":[186],"translation":[189],"SQuAD":[191],"v2.0":[192],"[7].":[193],"model":[195],"returned":[196,228],"best":[198],"performance":[199,217],"QASiNa":[201],"EM":[203,230,240,269],"61.20,":[205],"F1-Score":[206,232],"75.94,":[208],"Substring":[210,235,242,264],"Match":[211,243,265],"70.00.":[213],"compare":[215],"GPT-3.5":[220],"GPT-4":[222],"Both":[224],"version":[227],"lower":[229],"higher":[234,263],"Match,":[236],"gap":[238],"get":[244],"wider":[245],"GPT-4.":[247],"experiment":[249],"indicate":[250],"tends":[254],"excessive":[257],"evidenced":[260],"scores":[266],"compared":[267],"F1-Score,":[271],"even":[272],"after":[273],"providing":[274],"instruction":[275],"context.":[277],"This":[278],"concludes":[279],"unsuitable":[283],"question":[285],"answering":[286],"task":[287],"domain":[290],"religion.":[294]},"counts_by_year":[{"year":2026,"cited_by_count":8},{"year":2025,"cited_by_count":7},{"year":2024,"cited_by_count":4}],"updated_date":"2026-11-07T11:25:07.637180","created_date":"2024-01-17T00:00:00"}
