{"id":"https://openalex.org/W7166830490","doi":"https://doi.org/10.18653/v1/2026.findings-acl.141","title":"SEA-Guard: Culturally Grounded Multilingual Safeguard for Southeast Asia","display_name":"SEA-Guard: Culturally Grounded Multilingual Safeguard for Southeast Asia","publication_year":2026,"publication_date":"2026-01-01","ids":{"openalex":"https://openalex.org/W7166830490","doi":"https://doi.org/10.18653/v1/2026.findings-acl.141"},"language":null,"primary_location":{"id":"doi:10.18653/v1/2026.findings-acl.141","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/2026.findings-acl.141","pdf_url":"https://aclanthology.org/2026.findings-acl.141.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.141.pdf","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5092229366","display_name":"Panuthep Tasawong","orcid":"https://orcid.org/0009-0002-1962-0341"},"institutions":[{"id":"https://openalex.org/I1291425158","display_name":"Google (United States)","ror":"https://ror.org/00njsd438","country_code":"US","type":"company","lineage":["https://openalex.org/I1291425158","https://openalex.org/I4210128969"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Panuthep Tasawong","raw_affiliation_strings":["\u2662 Google , \u2660 AI Singapore"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"\u2662 Google , \u2660 AI Singapore","institution_ids":["https://openalex.org/I1291425158"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008355407","display_name":"Jian Gang Ngui","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jian Gang Ngui","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5139788215","display_name":"Alham Fikri Aji","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Alham Fikri Aji","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5139770589","display_name":"Trevor Cohn","orcid":null},"institutions":[{"id":"https://openalex.org/I1291425158","display_name":"Google (United States)","ror":"https://ror.org/00njsd438","country_code":"US","type":"company","lineage":["https://openalex.org/I1291425158","https://openalex.org/I4210128969"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Trevor Cohn","raw_affiliation_strings":["\u2662 Google , \u2660 AI Singapore"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"\u2662 Google , \u2660 AI Singapore","institution_ids":["https://openalex.org/I1291425158"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5038217558","display_name":"Peerat Limkonchotiwat","orcid":"https://orcid.org/0000-0002-7212-8228"},"institutions":[{"id":"https://openalex.org/I1291425158","display_name":"Google (United States)","ror":"https://ror.org/00njsd438","country_code":"US","type":"company","lineage":["https://openalex.org/I1291425158","https://openalex.org/I4210128969"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Peerat Limkonchotiwat","raw_affiliation_strings":["\u2662 Google , \u2660 AI Singapore"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"\u2662 Google , \u2660 AI Singapore","institution_ids":["https://openalex.org/I1291425158"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"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":0.93309438,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"2917","last_page":"2941"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13549","display_name":"Minority Rights and Languages","score":0.10790000110864639,"subfield":{"id":"https://openalex.org/subfields/3320","display_name":"Political Science and International Relations"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T13549","display_name":"Minority Rights and Languages","score":0.10790000110864639,"subfield":{"id":"https://openalex.org/subfields/3320","display_name":"Political Science and International Relations"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T12985","display_name":"Maritime Security and History","score":0.10610000044107437,"subfield":{"id":"https://openalex.org/subfields/3313","display_name":"Transportation"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T12652","display_name":"International Maritime Law Issues","score":0.0771000012755394,"subfield":{"id":"https://openalex.org/subfields/2308","display_name":"Management, Monitoring, Policy and Law"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/southeast-asia","display_name":"Southeast asia","score":0.7113999724388123},{"id":"https://openalex.org/keywords/safeguard","display_name":"Safeguard","score":0.5442000031471252},{"id":"https://openalex.org/keywords/government","display_name":"Government (linguistics)","score":0.32030001282691956},{"id":"https://openalex.org/keywords/grounded-theory","display_name":"Grounded theory","score":0.31940001249313354},{"id":"https://openalex.org/keywords/qualitative-research","display_name":"Qualitative research","score":0.3172999918460846}],"concepts":[{"id":"https://openalex.org/C3019398675","wikidata":"https://www.wikidata.org/wiki/Q11708","display_name":"Southeast asia","level":2,"score":0.7113999724388123},{"id":"https://openalex.org/C2780771206","wikidata":"https://www.wikidata.org/wiki/Q3271761","display_name":"Safeguard","level":2,"score":0.5442000031471252},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.4187999963760376},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.33250001072883606},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.33000001311302185},{"id":"https://openalex.org/C2778137410","wikidata":"https://www.wikidata.org/wiki/Q2732820","display_name":"Government (linguistics)","level":2,"score":0.32030001282691956},{"id":"https://openalex.org/C156325361","wikidata":"https://www.wikidata.org/wiki/Q1152864","display_name":"Grounded theory","level":3,"score":0.31940001249313354},{"id":"https://openalex.org/C190248442","wikidata":"https://www.wikidata.org/wiki/Q839486","display_name":"Qualitative research","level":2,"score":0.3172999918460846},{"id":"https://openalex.org/C95457728","wikidata":"https://www.wikidata.org/wiki/Q309","display_name":"History","level":0,"score":0.30160000920295715},{"id":"https://openalex.org/C18762648","wikidata":"https://www.wikidata.org/wiki/Q42213","display_name":"Work (physics)","level":2,"score":0.28870001435279846},{"id":"https://openalex.org/C136264566","wikidata":"https://www.wikidata.org/wiki/Q159810","display_name":"Economy","level":1,"score":0.2833999991416931},{"id":"https://openalex.org/C2549261","wikidata":"https://www.wikidata.org/wiki/Q43455","display_name":"Ethnology","level":1,"score":0.2822999954223633},{"id":"https://openalex.org/C2778355321","wikidata":"https://www.wikidata.org/wiki/Q17079427","display_name":"Identity (music)","level":2,"score":0.2678999900817871},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.2599000036716461}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.18653/v1/2026.findings-acl.141","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/2026.findings-acl.141","pdf_url":"https://aclanthology.org/2026.findings-acl.141.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.141","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/2026.findings-acl.141","pdf_url":"https://aclanthology.org/2026.findings-acl.141.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":[{"id":"https://metadata.un.org/sdg/14","display_name":"Life below water","score":0.4625847339630127}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W7166830490.pdf","grobid_xml":"https://content.openalex.org/works/W7166830490.grobid-xml"},"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"Culturally":[0],"aware":[1],"safeguards":[2,103],"are":[3],"crucial":[4],"for":[5,72],"AI":[6],"alignment":[7],"in":[8,89],"real-world":[9],"settings,":[10],"where":[11],"safety":[12,70,115],"extends":[13],"beyond":[14],"common":[15],"sense":[16],"and":[17,23,37,56,96],"encompasses":[18],"diverse":[19],"local":[20],"values,":[21],"norms,":[22],"regionspecific":[24],"regulations.However,":[25],"building":[26],"largescale,":[27],"culturally":[28],"grounded":[29,88],"datasets":[30,71],"is":[31],"challenging":[32],"due":[33],"to":[34,65],"limited":[35],"resources":[36],"a":[38,60],"scarcity":[39],"of":[40,50],"native":[41],"annotators.Consequently,":[42],"many":[43],"safeguard":[44,86],"models":[45,87],"rely":[46],"on":[47],"machine":[48],"translation":[49],"English":[51],"datasets,":[52],"often":[53],"missing":[54],"regional":[55],"cultural":[57,91,97],"nuances.We":[58],"present":[59],"novel":[61],"agentic":[62],"data-generation":[63],"framework":[64],"scalably":[66],"create":[67],"authentic,":[68],"region-specific":[69],"Southeast":[73],"Asia":[74],"(SEA).On":[75],"this":[76],"foundation,":[77],"we":[78],"introduce":[79],"the":[80,83],"SEA-Guard":[81,99],"family,":[82],"first":[84],"multilingual":[85],"SEA":[90],"contexts.Evaluated":[92],"across":[93],"multiple":[94],"benchmarks":[95],"variants,":[98],"consistently":[100],"outperforms":[101],"existing":[102],"at":[104],"detecting":[105],"regionally":[106],"sensitive":[107],"or":[108],"harmful":[109],"content":[110],"while":[111],"maintaining":[112],"strong":[113],"general":[114],"performance.":[116]},"counts_by_year":[],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2026-07-02T00:00:00"}
