{"id":"https://openalex.org/W4402595050","doi":"https://doi.org/10.1109/icce-taiwan62264.2024.10674113","title":"Chunking Strategy for Retrieval Augmented Generation in Regulation Documents","display_name":"Chunking Strategy for Retrieval Augmented Generation in Regulation Documents","publication_year":2024,"publication_date":"2024-07-09","ids":{"openalex":"https://openalex.org/W4402595050","doi":"https://doi.org/10.1109/icce-taiwan62264.2024.10674113"},"language":"en","primary_location":{"id":"doi:10.1109/icce-taiwan62264.2024.10674113","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icce-taiwan62264.2024.10674113","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 International Conference on Consumer Electronics - Taiwan (ICCE-Taiwan)","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/A5109634858","display_name":"Amar Fadillah","orcid":null},"institutions":[{"id":"https://openalex.org/I118292597","display_name":"National Taipei University of Technology","ror":"https://ror.org/00cn92c09","country_code":"TW","type":"education","lineage":["https://openalex.org/I118292597"]}],"countries":["TW"],"is_corresponding":true,"raw_author_name":"Amar Fadillah","raw_affiliation_strings":["National Taipei University of Technology,College of Electrical Engineering and Computer Science,Taipei,Taiwan"],"affiliations":[{"raw_affiliation_string":"National Taipei University of Technology,College of Electrical Engineering and Computer Science,Taipei,Taiwan","institution_ids":["https://openalex.org/I118292597"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5092263575","display_name":"Nuke Athahirah","orcid":null},"institutions":[{"id":"https://openalex.org/I130218214","display_name":"Indonesia University of Education","ror":"https://ror.org/044b0xj37","country_code":"ID","type":"education","lineage":["https://openalex.org/I130218214"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Nuke Athahirah","raw_affiliation_strings":["Universitas Pendidikan Indonesia,Industrial Automation and Robotics Engineering Education,Bandung,Indonesia"],"affiliations":[{"raw_affiliation_string":"Universitas Pendidikan Indonesia,Industrial Automation and Robotics Engineering Education,Bandung,Indonesia","institution_ids":["https://openalex.org/I130218214"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5109222860","display_name":"Kuan Ting Lai","orcid":null},"institutions":[{"id":"https://openalex.org/I118292597","display_name":"National Taipei University of Technology","ror":"https://ror.org/00cn92c09","country_code":"TW","type":"education","lineage":["https://openalex.org/I118292597"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Kuan Ting Lai","raw_affiliation_strings":["National Taipei University of Technology,College of Electrical Engineering and Computer Science,Taipei,Taiwan"],"affiliations":[{"raw_affiliation_string":"National Taipei University of Technology,College of Electrical Engineering and Computer Science,Taipei,Taiwan","institution_ids":["https://openalex.org/I118292597"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5109634858"],"corresponding_institution_ids":["https://openalex.org/I118292597"],"apc_list":null,"apc_paid":null,"fwci":0.695,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.75683015,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"279","last_page":"280"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10215","display_name":"Semantic Web and Ontologies","score":0.2150000035762787,"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/T10215","display_name":"Semantic Web and Ontologies","score":0.2150000035762787,"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/chunking","display_name":"Chunking (psychology)","score":0.824756383895874},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8107268810272217},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.5601478815078735},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3214157223701477}],"concepts":[{"id":"https://openalex.org/C203357204","wikidata":"https://www.wikidata.org/wiki/Q1089605","display_name":"Chunking (psychology)","level":2,"score":0.824756383895874},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8107268810272217},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.5601478815078735},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3214157223701477}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icce-taiwan62264.2024.10674113","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icce-taiwan62264.2024.10674113","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 International Conference on Consumer Electronics - Taiwan (ICCE-Taiwan)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":6,"referenced_works":["https://openalex.org/W2973789437","https://openalex.org/W4223993587","https://openalex.org/W4323021624","https://openalex.org/W4360585071","https://openalex.org/W4389610744","https://openalex.org/W4390590855"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2384729545","https://openalex.org/W2198395236","https://openalex.org/W2800417007","https://openalex.org/W147604216","https://openalex.org/W2161080928","https://openalex.org/W2118525872","https://openalex.org/W2279104074","https://openalex.org/W4360764637"],"abstract_inverted_index":{"Large":[0],"language":[1],"model":[2],"(LLM)":[3],"have":[4,17],"been":[5],"proven":[6],"to":[7,20,36],"be":[8,21],"capable":[9],"of":[10,34,51],"performing":[11],"various":[12],"text":[13],"processing":[14],"tasks.":[15],"LLMs":[16,35],"the":[18,32,49,52,62],"potential":[19],"used":[22],"as":[23],"a":[24,42],"tool":[25],"for":[26],"analyzing":[27],"regulation":[28,38,43],"documents.":[29],"To":[30],"enhance":[31],"ability":[33],"analyze":[37],"documents,":[39],"we":[40],"propose":[41],"document":[44],"chunking":[45,64],"method":[46,57],"that":[47],"improves":[48],"accuracy":[50,60],"analysis":[53],"results.":[54],"Our":[55],"proposed":[56],"produces":[58],"better":[59],"than":[61],"sequential":[63],"method.":[65]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1}],"updated_date":"2026-03-29T08:15:47.926485","created_date":"2025-10-10T00:00:00"}