{"id":"https://openalex.org/W4388406062","doi":"https://doi.org/10.1109/kse59128.2023.10299437","title":"Constructing a Closed-Domain Question Answering System with Generative Language Models","display_name":"Constructing a Closed-Domain Question Answering System with Generative Language Models","publication_year":2023,"publication_date":"2023-10-18","ids":{"openalex":"https://openalex.org/W4388406062","doi":"https://doi.org/10.1109/kse59128.2023.10299437"},"language":"en","primary_location":{"id":"doi:10.1109/kse59128.2023.10299437","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/kse59128.2023.10299437","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 15th International Conference on Knowledge and Systems Engineering (KSE)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101936199","display_name":"Hung L\u00ea","orcid":"https://orcid.org/0000-0002-3126-184X"},"institutions":[{"id":"https://openalex.org/I177738480","display_name":"Japan Advanced Institute of Science and Technology","ror":"https://ror.org/03frj4r98","country_code":"JP","type":"education","lineage":["https://openalex.org/I177738480"]}],"countries":["JP"],"is_corresponding":true,"raw_author_name":"Hung Le","raw_affiliation_strings":["Japan Advanced Institute of Science and Technology,Nomi,Japan","Japan Advanced Institute of Science and Technology, Nomi, Japan"],"affiliations":[{"raw_affiliation_string":"Japan Advanced Institute of Science and Technology,Nomi,Japan","institution_ids":["https://openalex.org/I177738480"]},{"raw_affiliation_string":"Japan Advanced Institute of Science and Technology, Nomi, Japan","institution_ids":["https://openalex.org/I177738480"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077641909","display_name":"Le-Minh Nguyen","orcid":"https://orcid.org/0000-0002-2265-1010"},"institutions":[{"id":"https://openalex.org/I177738480","display_name":"Japan Advanced Institute of Science and Technology","ror":"https://ror.org/03frj4r98","country_code":"JP","type":"education","lineage":["https://openalex.org/I177738480"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Le-Minh Nguyen","raw_affiliation_strings":["Japan Advanced Institute of Science and Technology,Nomi,Japan","Japan Advanced Institute of Science and Technology, Nomi, Japan"],"affiliations":[{"raw_affiliation_string":"Japan Advanced Institute of Science and Technology,Nomi,Japan","institution_ids":["https://openalex.org/I177738480"]},{"raw_affiliation_string":"Japan Advanced Institute of Science and Technology, Nomi, Japan","institution_ids":["https://openalex.org/I177738480"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101571668","display_name":"Jiaying Ni","orcid":"https://orcid.org/0000-0002-7455-8432"},"institutions":[{"id":"https://openalex.org/I177738480","display_name":"Japan Advanced Institute of Science and Technology","ror":"https://ror.org/03frj4r98","country_code":"JP","type":"education","lineage":["https://openalex.org/I177738480"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Jiaying Ni","raw_affiliation_strings":["Japan Advanced Institute of Science and Technology,Nomi,Japan","Japan Advanced Institute of Science and Technology, Nomi, Japan"],"affiliations":[{"raw_affiliation_string":"Japan Advanced Institute of Science and Technology,Nomi,Japan","institution_ids":["https://openalex.org/I177738480"]},{"raw_affiliation_string":"Japan Advanced Institute of Science and Technology, Nomi, Japan","institution_ids":["https://openalex.org/I177738480"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5080920610","display_name":"Shogo Okada","orcid":"https://orcid.org/0000-0002-9260-0403"},"institutions":[{"id":"https://openalex.org/I177738480","display_name":"Japan Advanced Institute of Science and Technology","ror":"https://ror.org/03frj4r98","country_code":"JP","type":"education","lineage":["https://openalex.org/I177738480"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Shogo Okada","raw_affiliation_strings":["Japan Advanced Institute of Science and Technology,Nomi,Japan","Japan Advanced Institute of Science and Technology, Nomi, Japan"],"affiliations":[{"raw_affiliation_string":"Japan Advanced Institute of Science and Technology,Nomi,Japan","institution_ids":["https://openalex.org/I177738480"]},{"raw_affiliation_string":"Japan Advanced Institute of Science and Technology, Nomi, Japan","institution_ids":["https://openalex.org/I177738480"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5101936199"],"corresponding_institution_ids":["https://openalex.org/I177738480"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.13323455,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"119","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":0.9998999834060669,"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":0.9998999834060669,"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":0.9959999918937683,"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/T13274","display_name":"Expert finding and Q&A systems","score":0.9624000191688538,"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/computer-science","display_name":"Computer science","score":0.8596389293670654},{"id":"https://openalex.org/keywords/naturalness","display_name":"Naturalness","score":0.8061498403549194},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.6203676462173462},{"id":"https://openalex.org/keywords/generative-grammar","display_name":"Generative grammar","score":0.5993225574493408},{"id":"https://openalex.org/keywords/question-answering","display_name":"Question answering","score":0.5924925208091736},{"id":"https://openalex.org/keywords/language-model","display_name":"Language model","score":0.5848057270050049},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.5812461972236633},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5337781310081482},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.49729397892951965},{"id":"https://openalex.org/keywords/open-domain","display_name":"Open domain","score":0.4868166148662567},{"id":"https://openalex.org/keywords/annotation","display_name":"Annotation","score":0.4756723940372467},{"id":"https://openalex.org/keywords/generative-model","display_name":"Generative model","score":0.41057485342025757},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.40627846121788025},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.15529903769493103}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8596389293670654},{"id":"https://openalex.org/C134537474","wikidata":"https://www.wikidata.org/wiki/Q17144832","display_name":"Naturalness","level":2,"score":0.8061498403549194},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.6203676462173462},{"id":"https://openalex.org/C39890363","wikidata":"https://www.wikidata.org/wiki/Q36108","display_name":"Generative grammar","level":2,"score":0.5993225574493408},{"id":"https://openalex.org/C44291984","wikidata":"https://www.wikidata.org/wiki/Q1074173","display_name":"Question answering","level":2,"score":0.5924925208091736},{"id":"https://openalex.org/C137293760","wikidata":"https://www.wikidata.org/wiki/Q3621696","display_name":"Language model","level":2,"score":0.5848057270050049},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.5812461972236633},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5337781310081482},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.49729397892951965},{"id":"https://openalex.org/C2993776861","wikidata":"https://www.wikidata.org/wiki/Q1074173","display_name":"Open domain","level":3,"score":0.4868166148662567},{"id":"https://openalex.org/C2776321320","wikidata":"https://www.wikidata.org/wiki/Q857525","display_name":"Annotation","level":2,"score":0.4756723940372467},{"id":"https://openalex.org/C167966045","wikidata":"https://www.wikidata.org/wiki/Q5532625","display_name":"Generative model","level":3,"score":0.41057485342025757},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.40627846121788025},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.15529903769493103},{"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/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/kse59128.2023.10299437","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/kse59128.2023.10299437","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 15th International Conference on Knowledge and Systems Engineering (KSE)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":36,"referenced_works":["https://openalex.org/W2788330850","https://openalex.org/W2802226260","https://openalex.org/W2889283903","https://openalex.org/W2899154813","https://openalex.org/W2951434086","https://openalex.org/W2962985038","https://openalex.org/W2965373594","https://openalex.org/W2989312920","https://openalex.org/W3099700870","https://openalex.org/W3199493219","https://openalex.org/W3211339323","https://openalex.org/W4205480697","https://openalex.org/W4205807230","https://openalex.org/W4212774754","https://openalex.org/W4252076394","https://openalex.org/W4283026156","https://openalex.org/W4288089799","https://openalex.org/W4289865932","https://openalex.org/W4322718191","https://openalex.org/W4385245566","https://openalex.org/W4385572634","https://openalex.org/W6718053083","https://openalex.org/W6732742072","https://openalex.org/W6733380146","https://openalex.org/W6754994645","https://openalex.org/W6755207826","https://openalex.org/W6763701032","https://openalex.org/W6766673545","https://openalex.org/W6769627184","https://openalex.org/W6770413283","https://openalex.org/W6774222543","https://openalex.org/W6777615688","https://openalex.org/W6810671341","https://openalex.org/W6838461927","https://openalex.org/W6850625674","https://openalex.org/W6948213869"],"related_works":["https://openalex.org/W2391533720","https://openalex.org/W4309395021","https://openalex.org/W2951097643","https://openalex.org/W4307481286","https://openalex.org/W3215363805","https://openalex.org/W204133468","https://openalex.org/W2991310128","https://openalex.org/W2395174199","https://openalex.org/W4226441484","https://openalex.org/W2516703895"],"abstract_inverted_index":{"Generative":[0],"language":[1,156],"models":[2,25,157],"such":[3,24],"as":[4,99],"ChatGPT":[5],"are":[6,15,66],"good":[7],"at":[8],"producing":[9],"answers":[10,14],"for":[11,108],"questions":[12,19],"whose":[13],"publicly":[16],"available.":[17],"For":[18],"about":[20],"private":[21,74],"organization":[22],"documents,":[23,40,75],"cannot":[26],"perform":[27],"well":[28],"due":[29],"to":[30,95,158],"the":[31,42,51,96,141,148,160,163,172],"fact":[32],"that":[33],"they":[34,77],"were":[35],"not":[36,45,93],"trained":[37,71],"on":[38,73,129,140],"these":[39],"hence":[41],"knowledge":[43],"was":[44,126],"embedded":[46],"in":[47,114],"their":[48],"parameters.":[49],"On":[50],"other":[52],"hand,":[53],"traditional":[54,136],"Question":[55],"Answering":[56],"(QA)":[57],"systems":[58,85],"with":[59,153],"a":[60,63,87,106,115,135],"Retriever":[61],"and":[62,68,146,170],"Reader":[64],"model":[65,139,152],"interpretable":[67],"can":[69],"be":[70],"quickly":[72],"but":[76],"require":[78],"laborious":[79],"annotation.":[80],"The":[81],"output":[82,149],"of":[83,89,150,162],"QA":[84,111,123,138],"is":[86,92],"span":[88],"text,":[90],"which":[91],"friendly":[94],"end":[97],"users":[98],"well.":[100],"In":[101],"this":[102,130,151],"paper,":[103],"we":[104,133,166],"proposed":[105],"framework":[107],"generating":[109],"closed-domain":[110],"data":[112,124,144],"set":[113,125],"semi-automatic":[116],"manner,":[117],"reducing":[118],"human":[119],"efforts.":[120],"An":[121],"organization-specific":[122],"created":[127,143],"based":[128],"framework.":[131],"Additionally,":[132],"fine-tuned":[134],"open-domain":[137],"newly":[142],"set,":[145],"combine":[147],"recently":[154],"released":[155],"improve":[159],"naturalness":[161],"response.":[164],"Finally,":[165],"present":[167],"our":[168],"results":[169],"discuss":[171],"findings.":[173]},"counts_by_year":[],"updated_date":"2025-12-21T23:12:01.093139","created_date":"2025-10-10T00:00:00"}
