{"id":"https://openalex.org/W4400113208","doi":"https://doi.org/10.1109/mipro60963.2024.10569238","title":"Hallucinations in LLMs: Understanding and Addressing Challenges","display_name":"Hallucinations in LLMs: Understanding and Addressing Challenges","publication_year":2024,"publication_date":"2024-05-20","ids":{"openalex":"https://openalex.org/W4400113208","doi":"https://doi.org/10.1109/mipro60963.2024.10569238"},"language":"en","primary_location":{"id":"doi:10.1109/mipro60963.2024.10569238","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mipro60963.2024.10569238","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 47th MIPRO ICT and Electronics Convention (MIPRO)","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/A5068556906","display_name":"Gabrijela Perkovi\u0107","orcid":null},"institutions":[{"id":"https://openalex.org/I181343428","display_name":"University of Zagreb","ror":"https://ror.org/00mv6sv71","country_code":"HR","type":"education","lineage":["https://openalex.org/I181343428"]}],"countries":["HR"],"is_corresponding":true,"raw_author_name":"Gabrijela Perkovi\u0107","raw_affiliation_strings":["University of Zagreb Faculty of Electrical Engineering and Computing,Zagreb,Croatia"],"affiliations":[{"raw_affiliation_string":"University of Zagreb Faculty of Electrical Engineering and Computing,Zagreb,Croatia","institution_ids":["https://openalex.org/I181343428"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5099635185","display_name":"Antun Drobnjak","orcid":null},"institutions":[{"id":"https://openalex.org/I181343428","display_name":"University of Zagreb","ror":"https://ror.org/00mv6sv71","country_code":"HR","type":"education","lineage":["https://openalex.org/I181343428"]}],"countries":["HR"],"is_corresponding":false,"raw_author_name":"Antun Drobnjak","raw_affiliation_strings":["University of Zagreb Faculty of Electrical Engineering and Computing,Zagreb,Croatia"],"affiliations":[{"raw_affiliation_string":"University of Zagreb Faculty of Electrical Engineering and Computing,Zagreb,Croatia","institution_ids":["https://openalex.org/I181343428"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5017842121","display_name":"Ivica Boti\u010dki","orcid":"https://orcid.org/0000-0002-7378-3339"},"institutions":[{"id":"https://openalex.org/I181343428","display_name":"University of Zagreb","ror":"https://ror.org/00mv6sv71","country_code":"HR","type":"education","lineage":["https://openalex.org/I181343428"]}],"countries":["HR"],"is_corresponding":false,"raw_author_name":"Ivica Boti\u010dki","raw_affiliation_strings":["University of Zagreb Faculty of Electrical Engineering and Computing,Zagreb,Croatia"],"affiliations":[{"raw_affiliation_string":"University of Zagreb Faculty of Electrical Engineering and Computing,Zagreb,Croatia","institution_ids":["https://openalex.org/I181343428"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5068556906"],"corresponding_institution_ids":["https://openalex.org/I181343428"],"apc_list":null,"apc_paid":null,"fwci":51.8907,"has_fulltext":false,"cited_by_count":139,"citation_normalized_percentile":{"value":0.99944094,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"2084","last_page":"2088"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10094","display_name":"Epilepsy research and treatment","score":0.9876999855041504,"subfield":{"id":"https://openalex.org/subfields/2738","display_name":"Psychiatry and Mental health"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T10094","display_name":"Epilepsy research and treatment","score":0.9876999855041504,"subfield":{"id":"https://openalex.org/subfields/2738","display_name":"Psychiatry and Mental health"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T10023","display_name":"Schizophrenia research and treatment","score":0.9422000050544739,"subfield":{"id":"https://openalex.org/subfields/2738","display_name":"Psychiatry and Mental health"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T11071","display_name":"Treatment of Major Depression","score":0.9329000115394592,"subfield":{"id":"https://openalex.org/subfields/2736","display_name":"Pharmacology"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.3769662380218506}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3769662380218506}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/mipro60963.2024.10569238","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mipro60963.2024.10569238","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 47th MIPRO ICT and Electronics Convention (MIPRO)","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":10,"referenced_works":["https://openalex.org/W4385245566","https://openalex.org/W4385730880","https://openalex.org/W4387892197","https://openalex.org/W4389984066","https://openalex.org/W4390215524","https://openalex.org/W4391937163","https://openalex.org/W6739901393","https://openalex.org/W6857627061","https://openalex.org/W6859201984","https://openalex.org/W6860276258"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052"],"abstract_inverted_index":{"Large":[0],"language":[1],"models":[2,85],"(LLM)":[3],"are":[4,68],"trained":[5],"to":[6,32,70,89],"understand":[7],"and":[8,18,46,118],"generate":[9,66],"human-like":[10],"language.":[11],"While":[12],"LLMs":[13,65],"present":[14],"a":[15,52,110],"cutting-edge":[16],"concept":[17],"their":[19,28],"use":[20],"is":[21],"becoming":[22],"widespread,":[23],"hallucinations":[24,76],"sometimes":[25],"occur":[26],"during":[27],"operation.":[29],"Hallucinations":[30],"refer":[31],"instances":[33],"where":[34],"the":[35,61,72,91,103,114],"model":[36],"generates":[37],"inaccurate":[38],"or":[39],"fictitious":[40],"information,":[41],"deviating":[42],"from":[43],"factual":[44],"knowledge":[45],"potentially":[47],"providing":[48],"responses":[49],"that":[50],"lack":[51],"basis":[53],"in":[54,63],"model\u2019s":[55],"training":[56,107],"data.":[57],"In":[58],"this":[59,98],"paper,":[60],"ways":[62],"which":[64],"text":[67,115],"examined":[69],"address":[71],"question":[73],"of":[74,93,113],"why":[75],"occur.":[77],"The":[78],"paper":[79,99],"additional":[80],"explores":[81],"how":[82],"existing":[83],"LLM":[84],"can":[86],"be":[87],"leveraged":[88],"reduce":[90],"likelihood":[92],"hallucination.":[94],"Alongside":[95],"exploring":[96],"hallucinations,":[97],"provides":[100],"insights":[101],"into":[102],"algorithms":[104],"used":[105],"for":[106],"LLMs,":[108],"offering":[109],"clear":[111],"picture":[112],"generation":[116],"process":[117],"its":[119],"effective":[120],"utilization.":[121]},"counts_by_year":[{"year":2026,"cited_by_count":22},{"year":2025,"cited_by_count":103},{"year":2024,"cited_by_count":14}],"updated_date":"2026-04-14T08:04:32.555800","created_date":"2025-10-10T00:00:00"}