{"id":"https://openalex.org/W4416037043","doi":"https://doi.org/10.18653/v1/2025.emnlp-main.238","title":"Too Consistent to Detect: A Study of Self-Consistent Errors in LLMs","display_name":"Too Consistent to Detect: A Study of Self-Consistent Errors in LLMs","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4416037043","doi":"https://doi.org/10.18653/v1/2025.emnlp-main.238"},"language":null,"primary_location":{"id":"doi:10.18653/v1/2025.emnlp-main.238","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/2025.emnlp-main.238","pdf_url":"https://aclanthology.org/2025.emnlp-main.238.pdf","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://aclanthology.org/2025.emnlp-main.238.pdf","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5113392271","display_name":"Hexiang Tan","orcid":null},"institutions":[{"id":"https://openalex.org/I4210090176","display_name":"Institute of Computing Technology","ror":"https://ror.org/0090r4d87","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210090176"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Hexiang Tan","raw_affiliation_strings":["State Key Laboratory of AI Safety , Institute of Computing Technology , CAS University of Chinese Academy of Sciences Meituan"],"affiliations":[{"raw_affiliation_string":"State Key Laboratory of AI Safety , Institute of Computing Technology , CAS University of Chinese Academy of Sciences Meituan","institution_ids":["https://openalex.org/I4210090176"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014960603","display_name":"Fei Sun","orcid":null},"institutions":[{"id":"https://openalex.org/I4210090176","display_name":"Institute of Computing Technology","ror":"https://ror.org/0090r4d87","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210090176"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Fei Sun","raw_affiliation_strings":["State Key Laboratory of AI Safety , Institute of Computing Technology , CAS University of Chinese Academy of Sciences Meituan"],"affiliations":[{"raw_affiliation_string":"State Key Laboratory of AI Safety , Institute of Computing Technology , CAS University of Chinese Academy of Sciences Meituan","institution_ids":["https://openalex.org/I4210090176"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100402708","display_name":"Sha Liu","orcid":"https://orcid.org/0000-0002-6710-8126"},"institutions":[{"id":"https://openalex.org/I4210090176","display_name":"Institute of Computing Technology","ror":"https://ror.org/0090r4d87","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210090176"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Sha Liu","raw_affiliation_strings":["State Key Laboratory of AI Safety , Institute of Computing Technology , CAS University of Chinese Academy of Sciences Meituan"],"affiliations":[{"raw_affiliation_string":"State Key Laboratory of AI Safety , Institute of Computing Technology , CAS University of Chinese Academy of Sciences Meituan","institution_ids":["https://openalex.org/I4210090176"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048800480","display_name":"Di Su","orcid":"https://orcid.org/0000-0002-7250-0376"},"institutions":[{"id":"https://openalex.org/I4210090176","display_name":"Institute of Computing Technology","ror":"https://ror.org/0090r4d87","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210090176"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Du Su","raw_affiliation_strings":["State Key Laboratory of AI Safety , Institute of Computing Technology , CAS University of Chinese Academy of Sciences Meituan"],"affiliations":[{"raw_affiliation_string":"State Key Laboratory of AI Safety , Institute of Computing Technology , CAS University of Chinese Academy of Sciences Meituan","institution_ids":["https://openalex.org/I4210090176"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101692230","display_name":"Qi Cao","orcid":null},"institutions":[{"id":"https://openalex.org/I4210090176","display_name":"Institute of Computing Technology","ror":"https://ror.org/0090r4d87","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210090176"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qi Cao","raw_affiliation_strings":["State Key Laboratory of AI Safety , Institute of Computing Technology , CAS University of Chinese Academy of Sciences Meituan"],"affiliations":[{"raw_affiliation_string":"State Key Laboratory of AI Safety , Institute of Computing Technology , CAS University of Chinese Academy of Sciences Meituan","institution_ids":["https://openalex.org/I4210090176"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5114911018","display_name":"Xin Chen","orcid":"https://orcid.org/0000-0001-8386-1532"},"institutions":[{"id":"https://openalex.org/I4210090176","display_name":"Institute of Computing Technology","ror":"https://ror.org/0090r4d87","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210090176"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xin Chen","raw_affiliation_strings":["State Key Laboratory of AI Safety , Institute of Computing Technology , CAS University of Chinese Academy of Sciences Meituan"],"affiliations":[{"raw_affiliation_string":"State Key Laboratory of AI Safety , Institute of Computing Technology , CAS University of Chinese Academy of Sciences Meituan","institution_ids":["https://openalex.org/I4210090176"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100695184","display_name":"Jingang Wang","orcid":"https://orcid.org/0000-0002-7889-1881"},"institutions":[{"id":"https://openalex.org/I4210090176","display_name":"Institute of Computing Technology","ror":"https://ror.org/0090r4d87","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210090176"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jingang Wang","raw_affiliation_strings":["State Key Laboratory of AI Safety , Institute of Computing Technology , CAS University of Chinese Academy of Sciences Meituan"],"affiliations":[{"raw_affiliation_string":"State Key Laboratory of AI Safety , Institute of Computing Technology , CAS University of Chinese Academy of Sciences Meituan","institution_ids":["https://openalex.org/I4210090176"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068562468","display_name":"Xunliang Cai","orcid":"https://orcid.org/0000-0003-0685-9556"},"institutions":[{"id":"https://openalex.org/I4210090176","display_name":"Institute of Computing Technology","ror":"https://ror.org/0090r4d87","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210090176"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xunliang Cai","raw_affiliation_strings":["State Key Laboratory of AI Safety , Institute of Computing Technology , CAS University of Chinese Academy of Sciences Meituan"],"affiliations":[{"raw_affiliation_string":"State Key Laboratory of AI Safety , Institute of Computing Technology , CAS University of Chinese Academy of Sciences Meituan","institution_ids":["https://openalex.org/I4210090176"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057538607","display_name":"Yuanzhuo Wang","orcid":"https://orcid.org/0000-0002-6799-1756"},"institutions":[{"id":"https://openalex.org/I4210090176","display_name":"Institute of Computing Technology","ror":"https://ror.org/0090r4d87","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210090176"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuanzhuo Wang","raw_affiliation_strings":["State Key Laboratory of AI Safety , Institute of Computing Technology , CAS University of Chinese Academy of Sciences Meituan"],"affiliations":[{"raw_affiliation_string":"State Key Laboratory of AI Safety , Institute of Computing Technology , CAS University of Chinese Academy of Sciences Meituan","institution_ids":["https://openalex.org/I4210090176"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047897879","display_name":"Huawei Shen","orcid":"https://orcid.org/0000-0002-1081-8119"},"institutions":[{"id":"https://openalex.org/I4210090176","display_name":"Institute of Computing Technology","ror":"https://ror.org/0090r4d87","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210090176"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Huawei Shen","raw_affiliation_strings":["State Key Laboratory of AI Safety , Institute of Computing Technology , CAS University of Chinese Academy of Sciences Meituan"],"affiliations":[{"raw_affiliation_string":"State Key Laboratory of AI Safety , Institute of Computing Technology , CAS University of Chinese Academy of Sciences Meituan","institution_ids":["https://openalex.org/I4210090176"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5120309160","display_name":"Xueqi Cheng","orcid":null},"institutions":[{"id":"https://openalex.org/I4210090176","display_name":"Institute of Computing Technology","ror":"https://ror.org/0090r4d87","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210090176"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xueqi Cheng","raw_affiliation_strings":["State Key Laboratory of AI Safety , Institute of Computing Technology , CAS University of Chinese Academy of Sciences Meituan"],"affiliations":[{"raw_affiliation_string":"State Key Laboratory of AI Safety , Institute of Computing Technology , CAS University of Chinese Academy of Sciences Meituan","institution_ids":["https://openalex.org/I4210090176"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":11,"corresponding_author_ids":["https://openalex.org/A5113392271"],"corresponding_institution_ids":["https://openalex.org/I4210090176"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.17324954,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"4755","last_page":"4765"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","score":0.4982999861240387,"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":0.4982999861240387,"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/T12026","display_name":"Explainable Artificial Intelligence (XAI)","score":0.06419999897480011,"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/T13702","display_name":"Machine Learning in Healthcare","score":0.03759999945759773,"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/natural","display_name":"Natural (archaeology)","score":0.35659998655319214},{"id":"https://openalex.org/keywords/empirical-research","display_name":"Empirical research","score":0.33230000734329224},{"id":"https://openalex.org/keywords/government","display_name":"Government (linguistics)","score":0.2563999891281128}],"concepts":[{"id":"https://openalex.org/C2776608160","wikidata":"https://www.wikidata.org/wiki/Q4785462","display_name":"Natural (archaeology)","level":2,"score":0.35659998655319214},{"id":"https://openalex.org/C120936955","wikidata":"https://www.wikidata.org/wiki/Q2155640","display_name":"Empirical research","level":2,"score":0.33230000734329224},{"id":"https://openalex.org/C95457728","wikidata":"https://www.wikidata.org/wiki/Q309","display_name":"History","level":0,"score":0.322299987077713},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.31769999861717224},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.31209999322891235},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.28790000081062317},{"id":"https://openalex.org/C162118730","wikidata":"https://www.wikidata.org/wiki/Q1128453","display_name":"Actuarial science","level":1,"score":0.2849000096321106},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.2678999900817871},{"id":"https://openalex.org/C2778137410","wikidata":"https://www.wikidata.org/wiki/Q2732820","display_name":"Government (linguistics)","level":2,"score":0.2563999891281128},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.24889999628067017}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.18653/v1/2025.emnlp-main.238","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/2025.emnlp-main.238","pdf_url":"https://aclanthology.org/2025.emnlp-main.238.pdf","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.18653/v1/2025.emnlp-main.238","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/2025.emnlp-main.238","pdf_url":"https://aclanthology.org/2025.emnlp-main.238.pdf","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1121271761","display_name":null,"funder_award_id":"Program","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2087396116","display_name":null,"funder_award_id":"China","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3317480652","display_name":null,"funder_award_id":"Science","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G391238517","display_name":null,"funder_award_id":", and","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4039563609","display_name":null,"funder_award_id":"XDB06","funder_id":"https://openalex.org/F4320321133","funder_display_name":"Chinese Academy of Sciences"},{"id":"https://openalex.org/G5994120800","display_name":null,"funder_award_id":"Natural","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6258415954","display_name":null,"funder_award_id":"Chinese","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6940299913","display_name":null,"funder_award_id":"62172393","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8955107213","display_name":null,"funder_award_id":"Major","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320321133","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35"},{"id":"https://openalex.org/F4320335561","display_name":"Institute of Computing Technology, Chinese Academy of Sciences","ror":null}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4416037043.pdf","grobid_xml":"https://content.openalex.org/works/W4416037043.grobid-xml"},"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"Hexiang":[0],"Tan,":[1],"Fei":[2],"Sun,":[3],"Sha":[4],"Liu,":[5],"Du":[6],"Su,":[7],"Qi":[8],"Cao,":[9],"Xin":[10],"Chen,":[11],"Jingang":[12],"Wang,":[13,17],"Xunliang":[14],"Cai,":[15],"Yuanzhuo":[16],"Huawei":[18],"Shen,":[19],"Xueqi":[20],"Cheng.":[21],"Proceedings":[22],"of":[23],"the":[24],"2025":[25],"Conference":[26],"on":[27],"Empirical":[28],"Methods":[29],"in":[30],"Natural":[31],"Language":[32],"Processing.":[33],"2025.":[34]},"counts_by_year":[],"updated_date":"2026-04-19T08:26:33.389920","created_date":"2025-11-08T00:00:00"}