{"id":"https://openalex.org/W7166877609","doi":"https://doi.org/10.18653/v1/2026.findings-acl.1458","title":"CEAID: Benchmark of Multilingual Machine-Generated Text Detection Methods for Central European Languages","display_name":"CEAID: Benchmark of Multilingual Machine-Generated Text Detection Methods for Central European Languages","publication_year":2026,"publication_date":"2026-01-01","ids":{"openalex":"https://openalex.org/W7166877609","doi":"https://doi.org/10.18653/v1/2026.findings-acl.1458"},"language":null,"primary_location":{"id":"doi:10.18653/v1/2026.findings-acl.1458","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/2026.findings-acl.1458","pdf_url":"https://aclanthology.org/2026.findings-acl.1458.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 2026","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://aclanthology.org/2026.findings-acl.1458.pdf","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5079722422","display_name":"Dominik Macko","orcid":"https://orcid.org/0000-0002-8235-2004"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Dominik Macko","raw_affiliation_strings":["Institute of Intelligent Technologies"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Intelligent Technologies","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5068287372","display_name":"Jakub Kop\u00e1l","orcid":"https://orcid.org/0000-0002-1201-2872"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jakub Kop\u00e1l","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":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.8655974,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"29177","last_page":"29190"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10181","display_name":"Natural Language Processing Techniques","score":0.3725000023841858,"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/T10181","display_name":"Natural Language Processing Techniques","score":0.3725000023841858,"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/T12380","display_name":"Authorship Attribution and Profiling","score":0.34599998593330383,"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/T13629","display_name":"Text Readability and Simplification","score":0.03920000046491623,"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/benchmark","display_name":"Benchmark (surveying)","score":0.5252000093460083},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.33410000801086426},{"id":"https://openalex.org/keywords/natural-language","display_name":"Natural language","score":0.305400013923645},{"id":"https://openalex.org/keywords/multilingualism","display_name":"Multilingualism","score":0.27559998631477356}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6829000115394592},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.5827000141143799},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5548999905586243},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.5252000093460083},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.34360000491142273},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.33410000801086426},{"id":"https://openalex.org/C195324797","wikidata":"https://www.wikidata.org/wiki/Q33742","display_name":"Natural language","level":2,"score":0.305400013923645},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.29820001125335693},{"id":"https://openalex.org/C2780035574","wikidata":"https://www.wikidata.org/wiki/Q30081","display_name":"Multilingualism","level":2,"score":0.27559998631477356},{"id":"https://openalex.org/C155092808","wikidata":"https://www.wikidata.org/wiki/Q182557","display_name":"Computational linguistics","level":2,"score":0.24899999797344208}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.18653/v1/2026.findings-acl.1458","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/2026.findings-acl.1458","pdf_url":"https://aclanthology.org/2026.findings-acl.1458.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 2026","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.18653/v1/2026.findings-acl.1458","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/2026.findings-acl.1458","pdf_url":"https://aclanthology.org/2026.findings-acl.1458.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 2026","raw_type":"proceedings-article"},"sustainable_development_goals":[{"score":0.6824941039085388,"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4"}],"awards":[{"id":"https://openalex.org/G7758855706","display_name":null,"funder_award_id":"311070AKF2","funder_id":"https://openalex.org/F4320335322","funder_display_name":"European Regional Development Fund"}],"funders":[{"id":"https://openalex.org/F4320335322","display_name":"European Regional Development Fund","ror":"https://ror.org/00k4n6c32"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W7166877609.pdf","grobid_xml":"https://content.openalex.org/works/W7166877609.grobid-xml"},"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"Machine-generated":[0],"text":[1],"detection,":[2],"as":[3,89,91,112,114],"an":[4],"important":[5],"task,":[6],"is":[7],"predominantly":[8],"focused":[9,33,59],"on":[10,25,34,60,77],"English":[11],"in":[12,99,109],"research.This":[13],"makes":[14],"the":[15,41,53,72,84,100,106,115],"existing":[16],"detectors":[17,98],"almost":[18],"unusable":[19],"for":[20],"non-English":[21],"languages,":[22,39],"relying":[23],"purely":[24],"cross-lingual":[26],"transferability.There":[27],"exist":[28],"only":[29],"a":[30],"few":[31],"works":[32],"any":[35],"of":[36,56,67,86,94],"Central":[37,101],"European":[38,102],"leaving":[40],"transferability":[42],"towards":[43],"these":[44,110],"languages":[45,103,111],"rather":[46],"unexplored.We":[47],"fill":[48],"this":[49,61],"gap":[50],"by":[51],"providing":[52,65],"first":[54],"benchmark":[55],"detection":[57,95],"methods":[58],"region,":[62],"while":[63],"also":[64],"comparison":[66],"train-languages":[68],"combinations":[69],"to":[70],"identify":[71],"best":[73],"performing":[74],"ones.We":[75],"focus":[76],"multidomain,":[78],"multi-generator,":[79],"and":[80],"multilingual":[81],"evaluation,":[82],"pinpointing":[83],"differences":[85],"individual":[87],"aspects,":[88],"well":[90,113],"adversarial":[92],"robustness":[93],"methods.Supervised":[96],"finetuned":[97],"are":[104],"found":[105],"most":[107,116],"performant":[108],"resistant":[117],"against":[118],"obfuscation.":[119]},"counts_by_year":[],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2026-07-02T00:00:00"}