{"id":"https://openalex.org/W7140128187","doi":"https://doi.org/10.18653/v1/2026.eacl-long.14","title":"Do Political Opinions Transfer Between Western Languages? An Analysis of Unaligned and Aligned Multilingual LLMs","display_name":"Do Political Opinions Transfer Between Western Languages? An Analysis of Unaligned and Aligned Multilingual LLMs","publication_year":2026,"publication_date":"2026-01-01","ids":{"openalex":"https://openalex.org/W7140128187","doi":"https://doi.org/10.18653/v1/2026.eacl-long.14"},"language":null,"primary_location":{"id":"doi:10.18653/v1/2026.eacl-long.14","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/2026.eacl-long.14","pdf_url":"https://aclanthology.org/2026.eacl-long.14.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 19th Conference of the European Chapter of the Association for Computational Linguistics (Volume 1: Long Papers)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://aclanthology.org/2026.eacl-long.14.pdf","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5001708723","display_name":"Franziska Weeber","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Franziska Weeber","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5130362182","display_name":"Tanise Ceron","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Tanise Ceron","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5003870894","display_name":"Sebastian Pad\u00f3","orcid":"https://orcid.org/0000-0002-7529-6825"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Sebastian Pad\u00f3","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":3,"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":0.35751037,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"319","last_page":"340"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13910","display_name":"Computational and Text Analysis Methods","score":0.491100013256073,"subfield":{"id":"https://openalex.org/subfields/3300","display_name":"General Social Sciences"},"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/T13910","display_name":"Computational and Text Analysis Methods","score":0.491100013256073,"subfield":{"id":"https://openalex.org/subfields/3300","display_name":"General Social Sciences"},"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/T10664","display_name":"Sentiment Analysis and Opinion Mining","score":0.11940000206232071,"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/T11397","display_name":"Populism, Right-Wing Movements","score":0.04050000011920929,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/politics","display_name":"Politics","score":0.6442999839782715},{"id":"https://openalex.org/keywords/ethnic-group","display_name":"Ethnic group","score":0.2903999984264374}],"concepts":[{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.6442999839782715},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.5121999979019165},{"id":"https://openalex.org/C39549134","wikidata":"https://www.wikidata.org/wiki/Q133080","display_name":"Public relations","level":1,"score":0.3944999873638153},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.29339998960494995},{"id":"https://openalex.org/C137403100","wikidata":"https://www.wikidata.org/wiki/Q41710","display_name":"Ethnic group","level":2,"score":0.2903999984264374},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.29030001163482666},{"id":"https://openalex.org/C108827166","wikidata":"https://www.wikidata.org/wiki/Q175975","display_name":"Internet privacy","level":1,"score":0.27480000257492065},{"id":"https://openalex.org/C29595303","wikidata":"https://www.wikidata.org/wiki/Q165650","display_name":"Media studies","level":1,"score":0.2597000002861023},{"id":"https://openalex.org/C112698675","wikidata":"https://www.wikidata.org/wiki/Q37038","display_name":"Advertising","level":1,"score":0.2529999911785126},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.24879999458789825}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.18653/v1/2026.eacl-long.14","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/2026.eacl-long.14","pdf_url":"https://aclanthology.org/2026.eacl-long.14.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 19th Conference of the European Chapter of the Association for Computational Linguistics (Volume 1: Long Papers)","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.18653/v1/2026.eacl-long.14","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/2026.eacl-long.14","pdf_url":"https://aclanthology.org/2026.eacl-long.14.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 19th Conference of the European Chapter of the Association for Computational Linguistics (Volume 1: Long Papers)","raw_type":"proceedings-article"},"sustainable_development_goals":[{"score":0.5080465078353882,"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W7140128187.pdf","grobid_xml":"https://content.openalex.org/works/W7140128187.grobid-xml"},"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"Public":[0],"opinion":[1],"surveys":[2],"show":[3,109],"cross-cultural":[4],"differences":[5,19,23,115],"in":[6,24,45,77,116,134,146],"political":[7,65,118,122,138,152],"opinions":[8,32,41,56,119,125,139],"between":[9,34,75,141],"sociocultural":[10],"contexts.However,":[11],"there":[12,38],"is":[13],"no":[14],"clear":[15],"evidence":[16],"whether":[17,31,37],"these":[18],"translate":[20],"to":[21,60],"cross-lingual":[22,114],"multilingual":[25],"large":[26],"language":[27,44,136],"models":[28,108],"(MLLMs).We":[29],"analyze":[30],"transfer":[33,140],"languages":[35,76],"or":[36,92],"are":[39],"separate":[40],"for":[42],"each":[43],"MLLMs":[46],"of":[47,154],"various":[48],"sizes":[49],"across":[50,128],"five":[51,130],"Western":[52,135],"languages.We":[53,131],"evaluate":[54,81],"MLLMs'":[55],"by":[57],"prompting":[58],"them":[59,82,88],"report":[61],"their":[62],"(dis)agreement":[63],"with":[64,89],"statements":[66],"from":[67],"voting":[68],"advice":[69],"applications.To":[70],"better":[71],"understand":[72],"the":[73,78,117,144],"interaction":[74],"models,":[79],"we":[80],"both":[83],"before":[84],"and":[85,99,151],"after":[86],"aligning":[87],"more":[90],"left":[91],"right":[93],"views":[94],"using":[95],"direct":[96],"preference":[97],"optimization":[98],"English":[100],"alignment":[101,123,153],"data":[102],"only.Our":[103],"findings":[104],"reveal":[105],"that":[106,133],"unaligned":[107],"only":[110],"very":[111],"few":[112],"significant":[113],"they":[120],"reflect.The":[121],"shifts":[124],"almost":[126],"uniformly":[127],"all":[129],"conclude":[132],"contexts,":[137],"languages,":[142],"demonstrating":[143],"challenges":[145],"achieving":[147],"explicit":[148],"socio-linguistic,":[149],"cultural,":[150],"MLLMs.":[155]},"counts_by_year":[],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2026-03-24T00:00:00"}