{"id":"https://openalex.org/W7134043773","doi":"https://doi.org/10.1016/j.patcog.2026.113430","title":"Dual-strategy retrieval-augmented generation for anomaly recovery in large language models","display_name":"Dual-strategy retrieval-augmented generation for anomaly recovery in large language models","publication_year":2026,"publication_date":"2026-03-06","ids":{"openalex":"https://openalex.org/W7134043773","doi":"https://doi.org/10.1016/j.patcog.2026.113430"},"language":"en","primary_location":{"id":"doi:10.1016/j.patcog.2026.113430","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.patcog.2026.113430","pdf_url":null,"source":{"id":"https://openalex.org/S414566","display_name":"Pattern Recognition","issn_l":"0031-3203","issn":["0031-3203","1873-5142"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Pattern Recognition","raw_type":"journal-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/A5128221099","display_name":"Jinxin Lv","orcid":null},"institutions":[{"id":"https://openalex.org/I120825670","display_name":"Yunnan Normal University","ror":"https://ror.org/00sc9n023","country_code":"CN","type":"education","lineage":["https://openalex.org/I120825670"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jinxin Lv","raw_affiliation_strings":["Key Laboratory of Educational Informatization for Nationalities, Ministry of Education, Yunnan Normal University, Juxian Street 768, Kunming, 650500, China","Yunnan Key Laboratory of Smart Education, Yunnan Normal University, Juxian Street 768, Kunming, 650500, China"],"raw_orcid":"https://orcid.org/0009-0002-0909-4587","affiliations":[{"raw_affiliation_string":"Key Laboratory of Educational Informatization for Nationalities, Ministry of Education, Yunnan Normal University, Juxian Street 768, Kunming, 650500, China","institution_ids":["https://openalex.org/I120825670"]},{"raw_affiliation_string":"Yunnan Key Laboratory of Smart Education, Yunnan Normal University, Juxian Street 768, Kunming, 650500, China","institution_ids":["https://openalex.org/I120825670"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100736217","display_name":"Zijie Li","orcid":"https://orcid.org/0009-0008-5211-9536"},"institutions":[{"id":"https://openalex.org/I120825670","display_name":"Yunnan Normal University","ror":"https://ror.org/00sc9n023","country_code":"CN","type":"education","lineage":["https://openalex.org/I120825670"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zijie Li","raw_affiliation_strings":["Key Laboratory of Educational Informatization for Nationalities, Ministry of Education, Yunnan Normal University, Juxian Street 768, Kunming, 650500, China","Yunnan Key Laboratory of Smart Education, Yunnan Normal University, Juxian Street 768, Kunming, 650500, China"],"raw_orcid":"https://orcid.org/0009-0008-5211-9536","affiliations":[{"raw_affiliation_string":"Key Laboratory of Educational Informatization for Nationalities, Ministry of Education, Yunnan Normal University, Juxian Street 768, Kunming, 650500, China","institution_ids":["https://openalex.org/I120825670"]},{"raw_affiliation_string":"Yunnan Key Laboratory of Smart Education, Yunnan Normal University, Juxian Street 768, Kunming, 650500, China","institution_ids":["https://openalex.org/I120825670"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5128266579","display_name":"Jianhou Gan","orcid":null},"institutions":[{"id":"https://openalex.org/I120825670","display_name":"Yunnan Normal University","ror":"https://ror.org/00sc9n023","country_code":"CN","type":"education","lineage":["https://openalex.org/I120825670"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Jianhou Gan","raw_affiliation_strings":["Key Laboratory of Educational Informatization for Nationalities, Ministry of Education, Yunnan Normal University, Juxian Street 768, Kunming, 650500, China","Yunnan Key Laboratory of Smart Education, Yunnan Normal University, Juxian Street 768, Kunming, 650500, China"],"raw_orcid":"https://orcid.org/0000-0002-1287-857X","affiliations":[{"raw_affiliation_string":"Key Laboratory of Educational Informatization for Nationalities, Ministry of Education, Yunnan Normal University, Juxian Street 768, Kunming, 650500, China","institution_ids":["https://openalex.org/I120825670"]},{"raw_affiliation_string":"Yunnan Key Laboratory of Smart Education, Yunnan Normal University, Juxian Street 768, Kunming, 650500, China","institution_ids":["https://openalex.org/I120825670"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5128260525","display_name":"Wenqi Ren","orcid":null},"institutions":[{"id":"https://openalex.org/I157773358","display_name":"Sun Yat-sen University","ror":"https://ror.org/0064kty71","country_code":"CN","type":"education","lineage":["https://openalex.org/I157773358"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wenqi Ren","raw_affiliation_strings":["Sun Yat-Sen University, No.66 Gongchang Road, Guangming Districts, Shenzhen, 518107, China"],"raw_orcid":"https://orcid.org/0000-0001-5481-653X","affiliations":[{"raw_affiliation_string":"Sun Yat-Sen University, No.66 Gongchang Road, Guangming Districts, Shenzhen, 518107, China","institution_ids":["https://openalex.org/I157773358"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5128221113","display_name":"Shuyu Chen","orcid":null},"institutions":[{"id":"https://openalex.org/I120825670","display_name":"Yunnan Normal University","ror":"https://ror.org/00sc9n023","country_code":"CN","type":"education","lineage":["https://openalex.org/I120825670"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shuyu Chen","raw_affiliation_strings":["Key Laboratory of Educational Informatization for Nationalities, Ministry of Education, Yunnan Normal University, Juxian Street 768, Kunming, 650500, China","Yunnan Key Laboratory of Smart Education, Yunnan Normal University, Juxian Street 768, Kunming, 650500, China"],"raw_orcid":"https://orcid.org/0009-0008-6102-0642","affiliations":[{"raw_affiliation_string":"Key Laboratory of Educational Informatization for Nationalities, Ministry of Education, Yunnan Normal University, Juxian Street 768, Kunming, 650500, China","institution_ids":["https://openalex.org/I120825670"]},{"raw_affiliation_string":"Yunnan Key Laboratory of Smart Education, Yunnan Normal University, Juxian Street 768, Kunming, 650500, China","institution_ids":["https://openalex.org/I120825670"]}]},{"author_position":"last","author":{"id":null,"display_name":"Jun Wang","orcid":"https://orcid.org/0000-0001-9878-4664"},"institutions":[{"id":"https://openalex.org/I120825670","display_name":"Yunnan Normal University","ror":"https://ror.org/00sc9n023","country_code":"CN","type":"education","lineage":["https://openalex.org/I120825670"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jun Wang","raw_affiliation_strings":["Key Laboratory of Educational Informatization for Nationalities, Ministry of Education, Yunnan Normal University, Juxian Street 768, Kunming, 650500, China","Yunnan Key Laboratory of Smart Education, Yunnan Normal University, Juxian Street 768, Kunming, 650500, China"],"raw_orcid":"https://orcid.org/0000-0001-9878-4664","affiliations":[{"raw_affiliation_string":"Key Laboratory of Educational Informatization for Nationalities, Ministry of Education, Yunnan Normal University, Juxian Street 768, Kunming, 650500, China","institution_ids":["https://openalex.org/I120825670"]},{"raw_affiliation_string":"Yunnan Key Laboratory of Smart Education, Yunnan Normal University, Juxian Street 768, Kunming, 650500, China","institution_ids":["https://openalex.org/I120825670"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5128266579"],"corresponding_institution_ids":["https://openalex.org/I120825670"],"apc_list":{"value":2710,"currency":"USD","value_usd":2710},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.46577814,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"178","issue":null,"first_page":"113430","last_page":"113430"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","score":0.6836000084877014,"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":0.6836000084877014,"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/T11714","display_name":"Multimodal Machine Learning Applications","score":0.09489999711513519,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T11273","display_name":"Advanced Graph Neural Networks","score":0.03500000014901161,"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/redundancy","display_name":"Redundancy (engineering)","score":0.6022999882698059},{"id":"https://openalex.org/keywords/parametric-statistics","display_name":"Parametric statistics","score":0.5849000215530396},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.5479999780654907},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.5260000228881836},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.4526999890804291},{"id":"https://openalex.org/keywords/language-model","display_name":"Language model","score":0.45080000162124634},{"id":"https://openalex.org/keywords/reliability","display_name":"Reliability (semiconductor)","score":0.41100001335144043}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7996000051498413},{"id":"https://openalex.org/C152124472","wikidata":"https://www.wikidata.org/wiki/Q1204361","display_name":"Redundancy (engineering)","level":2,"score":0.6022999882698059},{"id":"https://openalex.org/C117251300","wikidata":"https://www.wikidata.org/wiki/Q1849855","display_name":"Parametric statistics","level":2,"score":0.5849000215530396},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5479999780654907},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5285999774932861},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.5260000228881836},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.4526999890804291},{"id":"https://openalex.org/C137293760","wikidata":"https://www.wikidata.org/wiki/Q3621696","display_name":"Language model","level":2,"score":0.45080000162124634},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.42590001225471497},{"id":"https://openalex.org/C43214815","wikidata":"https://www.wikidata.org/wiki/Q7310987","display_name":"Reliability (semiconductor)","level":3,"score":0.41100001335144043},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.4050000011920929},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.400299996137619},{"id":"https://openalex.org/C44291984","wikidata":"https://www.wikidata.org/wiki/Q1074173","display_name":"Question answering","level":2,"score":0.38339999318122864},{"id":"https://openalex.org/C12997251","wikidata":"https://www.wikidata.org/wiki/Q567560","display_name":"Anomaly (physics)","level":2,"score":0.35089999437332153},{"id":"https://openalex.org/C175154964","wikidata":"https://www.wikidata.org/wiki/Q380077","display_name":"Task analysis","level":3,"score":0.3325999975204468},{"id":"https://openalex.org/C124681953","wikidata":"https://www.wikidata.org/wiki/Q339062","display_name":"Decomposition","level":2,"score":0.32919999957084656},{"id":"https://openalex.org/C24574437","wikidata":"https://www.wikidata.org/wiki/Q7135228","display_name":"Parametric model","level":3,"score":0.3176000118255615},{"id":"https://openalex.org/C739882","wikidata":"https://www.wikidata.org/wiki/Q3560506","display_name":"Anomaly detection","level":2,"score":0.3003999888896942},{"id":"https://openalex.org/C93959086","wikidata":"https://www.wikidata.org/wiki/Q6888345","display_name":"Model selection","level":2,"score":0.2854999899864197},{"id":"https://openalex.org/C125411270","wikidata":"https://www.wikidata.org/wiki/Q18653","display_name":"Encoding (memory)","level":2,"score":0.260699987411499},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.25769999623298645}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1016/j.patcog.2026.113430","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.patcog.2026.113430","pdf_url":null,"source":{"id":"https://openalex.org/S414566","display_name":"Pattern Recognition","issn_l":"0031-3203","issn":["0031-3203","1873-5142"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Pattern Recognition","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.7769016027450562,"id":"https://metadata.un.org/sdg/10","display_name":"Reduced inequalities"}],"awards":[{"id":"https://openalex.org/G1973491744","display_name":null,"funder_award_id":"62266054","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5079469743","display_name":null,"funder_award_id":"202402AD080002","funder_id":"https://openalex.org/F4320336602","funder_display_name":"Major Science and Technology Projects in Yunnan Province"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320336602","display_name":"Major Science and Technology Projects in Yunnan Province","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W2889787757","https://openalex.org/W2912924812","https://openalex.org/W4402671835","https://openalex.org/W4406477144","https://openalex.org/W4406560414","https://openalex.org/W4407405718","https://openalex.org/W4407852580","https://openalex.org/W4407943898","https://openalex.org/W4408173203","https://openalex.org/W4410023082","https://openalex.org/W4410857416","https://openalex.org/W4413860183","https://openalex.org/W4415124086"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2026-03-07T00:00:00"}
