{"id":"https://openalex.org/W4412944709","doi":"https://doi.org/10.18653/v1/2025.findings-acl.1196","title":"Edit Once, Update Everywhere: A Simple Framework for Cross-Lingual Knowledge Synchronization in LLMs","display_name":"Edit Once, Update Everywhere: A Simple Framework for Cross-Lingual Knowledge Synchronization in LLMs","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4412944709","doi":"https://doi.org/10.18653/v1/2025.findings-acl.1196"},"language":"en","primary_location":{"id":"doi:10.18653/v1/2025.findings-acl.1196","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/2025.findings-acl.1196","pdf_url":"https://aclanthology.org/2025.findings-acl.1196.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":"Findings of the Association for Computational Linguistics: ACL 2025","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://aclanthology.org/2025.findings-acl.1196.pdf","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5110687523","display_name":"Yuchen Wu","orcid":"https://orcid.org/0000-0003-1347-2034"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Yuchen Wu","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012020883","display_name":"Liang Ding","orcid":"https://orcid.org/0000-0002-8351-5178"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Liang Ding","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101791433","display_name":"Li Shen","orcid":"https://orcid.org/0000-0002-1454-3896"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Li Shen","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5033000556","display_name":"Dacheng Tao","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Dacheng Tao","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"23282","last_page":"23302"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10215","display_name":"Semantic Web and Ontologies","score":0.9754999876022339,"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":0.9754999876022339,"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/T14330","display_name":"Library Science and Information Systems","score":0.9453999996185303,"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"}},{"id":"https://openalex.org/T10181","display_name":"Natural Language Processing Techniques","score":0.9014000296592712,"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/computer-science","display_name":"Computer science","score":0.7163099050521851},{"id":"https://openalex.org/keywords/synchronization","display_name":"Synchronization (alternating current)","score":0.6835747957229614},{"id":"https://openalex.org/keywords/simple","display_name":"Simple (philosophy)","score":0.6546017527580261},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.16591528058052063},{"id":"https://openalex.org/keywords/epistemology","display_name":"Epistemology","score":0.07215338945388794}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7163099050521851},{"id":"https://openalex.org/C2778562939","wikidata":"https://www.wikidata.org/wiki/Q1298791","display_name":"Synchronization (alternating current)","level":3,"score":0.6835747957229614},{"id":"https://openalex.org/C2780586882","wikidata":"https://www.wikidata.org/wiki/Q7520643","display_name":"Simple (philosophy)","level":2,"score":0.6546017527580261},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.16591528058052063},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.07215338945388794},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.18653/v1/2025.findings-acl.1196","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/2025.findings-acl.1196","pdf_url":"https://aclanthology.org/2025.findings-acl.1196.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":"Findings of the Association for Computational Linguistics: ACL 2025","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.18653/v1/2025.findings-acl.1196","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/2025.findings-acl.1196","pdf_url":"https://aclanthology.org/2025.findings-acl.1196.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":"Findings of the Association for Computational Linguistics: ACL 2025","raw_type":"proceedings-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","score":0.5299999713897705,"display_name":"Quality Education"}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4412944709.pdf","grobid_xml":"https://content.openalex.org/works/W4412944709.grobid-xml"},"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2382521049","https://openalex.org/W2390279801","https://openalex.org/W1585007175","https://openalex.org/W4391913857","https://openalex.org/W2144385241","https://openalex.org/W2358668433","https://openalex.org/W4396701345"],"abstract_inverted_index":{"Knowledge":[0,51],"editing":[1,27],"allows":[2],"for":[3],"efficient":[4],"adaptation":[5],"of":[6,113,147],"large":[7],"language":[8,62],"models":[9],"(LLMs)":[10],"to":[11,33,56,63,86,105,123],"new":[12],"information":[13],"or":[14,28],"corrections":[15],"without":[16],"requiring":[17],"full":[18],"retraining.However,":[19],"prior":[20],"methods":[21],"typically":[22],"focus":[23],"on":[24,81,130],"either":[25],"single-language":[26],"basic":[29],"multilingual":[30],"editing,":[31],"failing":[32],"achieve":[34],"true":[35],"cross-linguistic":[36],"knowledge":[37,58,89,125],"synchronization.To":[38],"address":[39],"this,":[40],"we":[41,115],"present":[42],"a":[43,60,82,117],"simple":[44],"and":[45,94,133],"practical":[46],"state-of-the-art":[47],"(SOTA)":[48],"recipe":[49],"Cross-Lingual":[50],"Democracy":[52],"Edit":[53],"(X-KDE),":[54],"designed":[55,122],"propagate":[57],"from":[59],"dominant":[61],"other":[64],"languages":[65],"effectively.Our":[66],"X-KDE":[67,138],"comprises":[68],"two":[69],"stages:":[70],"(i)":[71],"Cross-lingual":[72],"Edition":[73],"Instruction":[74],"Tuning":[75],"(XE-IT),":[76],"which":[77,100],"fine-tunes":[78],"the":[79,111,131],"model":[80],"curated":[83],"parallel":[84],"dataset":[85],"modify":[87],"in-scope":[88],"while":[90,149],"preserving":[91],"unrelated":[92],"information,":[93],"(ii)":[95],"Target-language":[96],"Preference":[97],"Optimization":[98],"(TL-PO),":[99],"applies":[101],"advanced":[102],"optimization":[103],"techniques":[104],"ensure":[106],"consistency":[107],"across":[108,127],"languages,":[109],"fostering":[110],"transfer":[112,126],"updates.Additionally,":[114],"contribute":[116],"high-quality,":[118],"crosslingual":[119],"dataset,":[120],"specifically":[121],"enhance":[124],"languages.Extensive":[128],"experiments":[129],"Bi-ZsRE":[132],"MzsRE":[134],"benchmarks":[135],"show":[136],"that":[137],"significantly":[139],"enhances":[140],"cross-lingual":[141],"performance,":[142],"achieving":[143],"an":[144],"average":[145],"improvement":[146],"+8.19%,":[148],"maintaining":[150],"high":[151],"accuracy":[152],"in":[153],"monolingual":[154],"settings.Our":[155],"code":[156],"is":[157],"available":[158],"at:":[159]},"counts_by_year":[],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}