{"id":"https://openalex.org/W4388328901","doi":"https://doi.org/10.48550/arxiv.2311.00915","title":"Task-Agnostic Low-Rank Adapters for Unseen English Dialects","display_name":"Task-Agnostic Low-Rank Adapters for Unseen English Dialects","publication_year":2023,"publication_date":"2023-11-02","ids":{"openalex":"https://openalex.org/W4388328901","doi":"https://doi.org/10.48550/arxiv.2311.00915"},"language":"en","primary_location":{"id":"pmh:oai:arXiv.org:2311.00915","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2311.00915","pdf_url":"https://arxiv.org/pdf/2311.00915","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"text"},"type":"preprint","indexed_in":["arxiv","datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2311.00915","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5113067485","display_name":"Zedian Xiao","orcid":null},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Xiao, Zedian","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109972562","display_name":"William A. Held","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Held, William","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100677991","display_name":"Yanchen Liu","orcid":"https://orcid.org/0000-0002-4206-4411"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Liu, Yanchen","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5089413311","display_name":"Diyi Yang","orcid":"https://orcid.org/0000-0003-1220-3983"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Yang, Diyi","raw_affiliation_strings":[],"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5113067485"],"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":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10181","display_name":"Natural Language Processing Techniques","score":0.9990000128746033,"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":0.9990000128746033,"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/T10028","display_name":"Topic Modeling","score":0.9937000274658203,"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/T10201","display_name":"Speech Recognition and Synthesis","score":0.9851999878883362,"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":0.7258885502815247},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.6576496362686157},{"id":"https://openalex.org/keywords/generalization","display_name":"Generalization","score":0.605256199836731},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.5749703049659729},{"id":"https://openalex.org/keywords/rank","display_name":"Rank (graph theory)","score":0.5747896432876587},{"id":"https://openalex.org/keywords/adaptation","display_name":"Adaptation (eye)","score":0.5570740699768066},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.5130883455276489},{"id":"https://openalex.org/keywords/diversity","display_name":"Diversity (politics)","score":0.4867229759693146},{"id":"https://openalex.org/keywords/resource","display_name":"Resource (disambiguation)","score":0.47693151235580444},{"id":"https://openalex.org/keywords/linguistics","display_name":"Linguistics","score":0.4596189856529236},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4517858922481537},{"id":"https://openalex.org/keywords/british-english","display_name":"British English","score":0.41428500413894653},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.16768836975097656},{"id":"https://openalex.org/keywords/sociology","display_name":"Sociology","score":0.12447363138198853},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.09786286950111389},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.07535475492477417}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7258885502815247},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.6576496362686157},{"id":"https://openalex.org/C177148314","wikidata":"https://www.wikidata.org/wiki/Q170084","display_name":"Generalization","level":2,"score":0.605256199836731},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.5749703049659729},{"id":"https://openalex.org/C164226766","wikidata":"https://www.wikidata.org/wiki/Q7293202","display_name":"Rank (graph theory)","level":2,"score":0.5747896432876587},{"id":"https://openalex.org/C139807058","wikidata":"https://www.wikidata.org/wiki/Q352374","display_name":"Adaptation (eye)","level":2,"score":0.5570740699768066},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.5130883455276489},{"id":"https://openalex.org/C2781316041","wikidata":"https://www.wikidata.org/wiki/Q1230584","display_name":"Diversity (politics)","level":2,"score":0.4867229759693146},{"id":"https://openalex.org/C206345919","wikidata":"https://www.wikidata.org/wiki/Q20380951","display_name":"Resource (disambiguation)","level":2,"score":0.47693151235580444},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.4596189856529236},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4517858922481537},{"id":"https://openalex.org/C2779855358","wikidata":"https://www.wikidata.org/wiki/Q7979","display_name":"British English","level":2,"score":0.41428500413894653},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.16768836975097656},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.12447363138198853},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.09786286950111389},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.07535475492477417},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0},{"id":"https://openalex.org/C19165224","wikidata":"https://www.wikidata.org/wiki/Q23404","display_name":"Anthropology","level":1,"score":0.0},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"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":2,"locations":[{"id":"pmh:oai:arXiv.org:2311.00915","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2311.00915","pdf_url":"https://arxiv.org/pdf/2311.00915","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"text"},{"id":"doi:10.48550/arxiv.2311.00915","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2311.00915","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2311.00915","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2311.00915","pdf_url":"https://arxiv.org/pdf/2311.00915","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"text"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4388328901.pdf","grobid_xml":"https://content.openalex.org/works/W4388328901.grobid-xml"},"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W3162204513","https://openalex.org/W2389214306","https://openalex.org/W2371138613","https://openalex.org/W4235240664","https://openalex.org/W2965083567","https://openalex.org/W2048963458","https://openalex.org/W2997567050","https://openalex.org/W1838576100","https://openalex.org/W43109613","https://openalex.org/W2359952343"],"abstract_inverted_index":{"Large":[0],"Language":[1],"Models":[2],"(LLMs)":[3],"are":[4,163],"trained":[5],"on":[6,71],"corpora":[7],"disproportionally":[8],"weighted":[9],"in":[10,59,81,114,124,142],"favor":[11],"of":[12,20,127,158],"Standard":[13],"American":[14],"English.":[15],"As":[16],"a":[17,82,115,143],"result,":[18],"speakers":[19,35,161],"other":[21,65],"dialects":[22,61,80,113,141],"experience":[23],"significantly":[24],"more":[25,122],"failures":[26],"when":[27],"interacting":[28],"with":[29,74],"these":[30,34],"technologies.":[31],"In":[32,146],"practice,":[33],"often":[36],"accommodate":[37,56],"their":[38],"speech":[39],"to":[40,55,76,96,111,153],"be":[41,53],"better":[42],"understood.":[43],"Our":[44],"work":[45],"shares":[46],"the":[47,57,64,125,133],"belief":[48],"that":[49],"language":[50,154],"technologies":[51],"should":[52],"designed":[54],"diversity":[58],"English":[60,159],"and":[62,78,105],"not":[63],"way":[66],"around.":[67],"However,":[68],"prior":[69],"works":[70],"dialect":[72,160],"struggle":[73],"generalizing":[75],"evolving":[77],"emerging":[79],"scalable":[83,123],"manner.":[84],"To":[85],"fill":[86],"this":[87,147],"gap,":[88],"our":[89,149],"method,":[90],"HyperLoRA,":[91],"leverages":[92],"expert":[93],"linguistic":[94],"knowledge":[95],"enable":[97],"resource-efficient":[98],"adaptation":[99],"via":[100],"hypernetworks.":[101],"By":[102],"disentangling":[103],"dialect-specific":[104],"cross-dialectal":[106],"information,":[107],"HyperLoRA":[108,121],"improves":[109],"generalization":[110],"unseen":[112],"task-agnostic":[116],"fashion.":[117],"Not":[118],"only":[119],"is":[120],"number":[126],"parameters,":[128],"but":[129],"it":[130],"also":[131],"achieves":[132],"best":[134],"or":[135],"most":[136],"competitive":[137],"performance":[138],"across":[139],"5":[140],"zero-shot":[144],"setting.":[145],"way,":[148],"approach":[150],"facilitates":[151],"access":[152],"technology":[155],"for":[156],"billions":[157],"who":[162],"traditionally":[164],"underrepresented.":[165]},"counts_by_year":[],"updated_date":"2026-03-10T16:38:18.471706","created_date":"2025-10-10T00:00:00"}
