{"id":"https://openalex.org/W4401042946","doi":"https://doi.org/10.18653/v1/2024.vardial-1.11","title":"Can LLMs Handle Low-Resource Dialects? A Case Study on Translation and Common Sense Reasoning in \u0160ari\u0161","display_name":"Can LLMs Handle Low-Resource Dialects? A Case Study on Translation and Common Sense Reasoning in \u0160ari\u0161","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4401042946","doi":"https://doi.org/10.18653/v1/2024.vardial-1.11"},"language":"en","primary_location":{"id":"doi:10.18653/v1/2024.vardial-1.11","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/2024.vardial-1.11","pdf_url":"https://aclanthology.org/2024.vardial-1.11.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 Eleventh Workshop on NLP for Similar Languages, Varieties, and Dialects (VarDial 2024)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://aclanthology.org/2024.vardial-1.11.pdf","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5105957331","display_name":"Vikt\u00f3ria Ondrejov\u00e1","orcid":null},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Vikt\u00f3ria Ondrejov\u00e1","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5113490837","display_name":"Marek \u0160uppa","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Marek \u0160uppa","raw_affiliation_strings":[],"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5105957331"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":10.9789,"has_fulltext":true,"cited_by_count":4,"citation_normalized_percentile":{"value":0.9818037,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"130","last_page":"139"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T14006","display_name":"Linguistics, Language Diversity, and Identity","score":0.65420001745224,"subfield":{"id":"https://openalex.org/subfields/1203","display_name":"Language and Linguistics"},"field":{"id":"https://openalex.org/fields/12","display_name":"Arts and Humanities"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T14006","display_name":"Linguistics, Language Diversity, and Identity","score":0.65420001745224,"subfield":{"id":"https://openalex.org/subfields/1203","display_name":"Language and Linguistics"},"field":{"id":"https://openalex.org/fields/12","display_name":"Arts and Humanities"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T12881","display_name":"linguistics and terminology studies","score":0.5670999884605408,"subfield":{"id":"https://openalex.org/subfields/1203","display_name":"Language and Linguistics"},"field":{"id":"https://openalex.org/fields/12","display_name":"Arts and Humanities"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/common-sense","display_name":"Common sense","score":0.5674687623977661},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5503029227256775},{"id":"https://openalex.org/keywords/resource","display_name":"Resource (disambiguation)","score":0.46876829862594604},{"id":"https://openalex.org/keywords/translation","display_name":"Translation (biology)","score":0.461592435836792},{"id":"https://openalex.org/keywords/linguistics","display_name":"Linguistics","score":0.4585745930671692},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.41859710216522217},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3547930121421814},{"id":"https://openalex.org/keywords/epistemology","display_name":"Epistemology","score":0.14884886145591736},{"id":"https://openalex.org/keywords/philosophy","display_name":"Philosophy","score":0.12216633558273315},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.07239285111427307}],"concepts":[{"id":"https://openalex.org/C2779814899","wikidata":"https://www.wikidata.org/wiki/Q332880","display_name":"Common sense","level":2,"score":0.5674687623977661},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5503029227256775},{"id":"https://openalex.org/C206345919","wikidata":"https://www.wikidata.org/wiki/Q20380951","display_name":"Resource (disambiguation)","level":2,"score":0.46876829862594604},{"id":"https://openalex.org/C149364088","wikidata":"https://www.wikidata.org/wiki/Q185917","display_name":"Translation (biology)","level":4,"score":0.461592435836792},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.4585745930671692},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.41859710216522217},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3547930121421814},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.14884886145591736},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.12216633558273315},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.07239285111427307},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C105580179","wikidata":"https://www.wikidata.org/wiki/Q188928","display_name":"Messenger RNA","level":3,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.18653/v1/2024.vardial-1.11","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/2024.vardial-1.11","pdf_url":"https://aclanthology.org/2024.vardial-1.11.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 Eleventh Workshop on NLP for Similar Languages, Varieties, and Dialects (VarDial 2024)","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.18653/v1/2024.vardial-1.11","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/2024.vardial-1.11","pdf_url":"https://aclanthology.org/2024.vardial-1.11.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 Eleventh Workshop on NLP for Similar Languages, Varieties, and Dialects (VarDial 2024)","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G8139692357","display_name":null,"funder_award_id":"APVV-21-","funder_id":"https://openalex.org/F4320323251","funder_display_name":"Agent\u00fara na Podporu V\u00fdskumu a V\u00fdvoja"}],"funders":[{"id":"https://openalex.org/F4320323251","display_name":"Agent\u00fara na Podporu V\u00fdskumu a V\u00fdvoja","ror":"https://ror.org/037nx0e70"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4401042946.pdf","grobid_xml":"https://content.openalex.org/works/W4401042946.grobid-xml"},"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W3080145458","https://openalex.org/W1505432431","https://openalex.org/W4212958078","https://openalex.org/W2593099431","https://openalex.org/W3132003316","https://openalex.org/W3210417930","https://openalex.org/W658534857","https://openalex.org/W3095969280","https://openalex.org/W3097897345","https://openalex.org/W3130894653"],"abstract_inverted_index":{"While":[0],"Large":[1],"Language":[2],"Models":[3],"(LLMs)":[4],"have":[5],"demonstrated":[6],"considerable":[7],"potential":[8],"in":[9,14,19,58,103,111,125],"advancing":[10],"natural":[11],"language":[12,43],"processing":[13,112],"dialectspecific":[15],"contexts,":[16],"their":[17],"effectiveness":[18],"these":[20,75],"settings":[21],"has":[22],"yet":[23],"to":[24,66,99],"be":[25],"thoroughly":[26],"assessed.This":[27],"study":[28,32],"introduces":[29],"a":[30,35,42,59,87,104,117],"case":[31],"on":[33,48],"ari,":[34],"dialect":[36],"of":[37,74],"Slovak,":[38],"which":[39],"is":[40,77],"itself":[41],"with":[44],"fewer":[45],"resources,":[46],"focusing":[47],"Machine":[49],"Translation":[50],"and":[51,62,69,115],"Common":[52],"Sense":[53],"Reasoning":[54],"tasks.We":[55],"employ":[56],"LLMs":[57],"zero-shot":[60,105],"configuration":[61],"for":[63,90,120],"data":[64],"augmentation":[65],"refine":[67],"Slovak-ari":[68],"ari-Slovak":[70],"translation":[71,123],"models.The":[72],"accuracy":[73],"models":[76,124],"then":[78],"manually":[79],"verified":[80],"by":[81],"native":[82],"speakers.Additionally,":[83],"we":[84],"introduce":[85],"ariCOPA,":[86],"new":[88],"dataset":[89],"causal":[91],"common":[92],"sense":[93],"reasoning,":[94],"which,":[95],"alongside":[96],"Slo-vakCOPA,":[97],"serves":[98],"evaluate":[100],"LLM's":[101,109],"performance":[102],"framework.Our":[106],"findings":[107],"highlight":[108],"capabilities":[110],"lowresource":[113],"dialects":[114],"suggest":[116],"viable":[118],"approach":[119],"initiating":[121],"dialect-specific":[122],"such":[126],"contexts.":[127]},"counts_by_year":[{"year":2025,"cited_by_count":4}],"updated_date":"2026-04-10T15:06:20.359241","created_date":"2025-10-10T00:00:00"}
