{"id":"https://openalex.org/W7154446428","doi":"https://doi.org/10.48550/arxiv.2604.12477","title":"Mining Large Language Models for Low-Resource Language Data: Comparing Elicitation Strategies for Hausa and Fongbe","display_name":"Mining Large Language Models for Low-Resource Language Data: Comparing Elicitation Strategies for Hausa and Fongbe","publication_year":2026,"publication_date":"2026-04-14","ids":{"openalex":"https://openalex.org/W7154446428","doi":"https://doi.org/10.48550/arxiv.2604.12477"},"language":null,"primary_location":{"id":"doi:10.48550/arxiv.2604.12477","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2604.12477","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"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":false,"raw_source_name":null,"raw_type":"Preprint"},"type":"preprint","indexed_in":["datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://doi.org/10.48550/arxiv.2604.12477","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5133648151","display_name":"Mahounan Pericles Adjovi","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Adjovi, Mahounan Pericles","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027603954","display_name":"Roald Eiselen","orcid":"https://orcid.org/0000-0002-8612-5175"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Eiselen, Roald","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5133706506","display_name":"Prasenjit Mitra","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Mitra, Prasenjit","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":null,"has_fulltext":false,"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/T13194","display_name":"ICT in Developing Communities","score":0.36489999294281006,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T13194","display_name":"ICT in Developing Communities","score":0.36489999294281006,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T10181","display_name":"Natural Language Processing Techniques","score":0.15150000154972076,"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/T12090","display_name":"Language and cultural evolution","score":0.07419999688863754,"subfield":{"id":"https://openalex.org/subfields/3316","display_name":"Cultural Studies"},"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/hausa","display_name":"Hausa","score":0.9239000082015991},{"id":"https://openalex.org/keywords/usable","display_name":"USable","score":0.8500000238418579},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.48919999599456787},{"id":"https://openalex.org/keywords/pragmatics","display_name":"Pragmatics","score":0.33809998631477356},{"id":"https://openalex.org/keywords/natural-language","display_name":"Natural language","score":0.33320000767707825}],"concepts":[{"id":"https://openalex.org/C153924320","wikidata":"https://www.wikidata.org/wiki/Q56475","display_name":"Hausa","level":2,"score":0.9239000082015991},{"id":"https://openalex.org/C2780615836","wikidata":"https://www.wikidata.org/wiki/Q2471869","display_name":"USable","level":2,"score":0.8500000238418579},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6970999836921692},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5701000094413757},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.569100022315979},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.48919999599456787},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.42820000648498535},{"id":"https://openalex.org/C11693617","wikidata":"https://www.wikidata.org/wiki/Q181839","display_name":"Pragmatics","level":2,"score":0.33809998631477356},{"id":"https://openalex.org/C195324797","wikidata":"https://www.wikidata.org/wiki/Q33742","display_name":"Natural language","level":2,"score":0.33320000767707825},{"id":"https://openalex.org/C51632099","wikidata":"https://www.wikidata.org/wiki/Q3985153","display_name":"Training set","level":2,"score":0.3303999900817871},{"id":"https://openalex.org/C137293760","wikidata":"https://www.wikidata.org/wiki/Q3621696","display_name":"Language model","level":2,"score":0.29339998960494995},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.2791999876499176},{"id":"https://openalex.org/C108494575","wikidata":"https://www.wikidata.org/wiki/Q207930","display_name":"Languages of Africa","level":2,"score":0.2556000053882599}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.48550/arxiv.2604.12477","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2604.12477","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"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":"Preprint"}],"best_oa_location":{"id":"doi:10.48550/arxiv.2604.12477","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2604.12477","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"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":false,"raw_source_name":null,"raw_type":"Preprint"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"Large":[0],"language":[1,11],"models":[2,20],"(LLMs)":[3],"are":[4],"trained":[5],"on":[6],"data":[7,37],"contributed":[8],"by":[9,92],"low-resource":[10],"communities,":[12],"yet":[13],"the":[14],"linguistic":[15],"knowledge":[16],"encoded":[17],"in":[18],"these":[19],"remains":[21],"accessible":[22],"only":[23],"through":[24],"commercial":[25,67],"APIs.":[26],"This":[27],"paper":[28],"investigates":[29],"whether":[30],"strategic":[31],"prompting":[32],"can":[33],"extract":[34],"usable":[35,81],"text":[36,98],"from":[38,96],"LLMs":[39,68],"for":[40],"two":[41,66],"West":[42],"African":[43],"languages:":[44],"Hausa":[45,94],"(Afroasiatic,":[46],"approximately":[47,54],"80":[48],"million":[49,56],"speakers)":[50],"and":[51,71,99,112],"Fongbe":[52,102],"(Niger-Congo,":[53],"2":[55],"speakers).":[57],"We":[58,107],"systematically":[59],"compare":[60],"six":[61],"elicitation":[62],"task":[63],"types":[64],"across":[65],"(GPT-4o":[69],"Mini":[70,76],"Gemini":[72],"2.5":[73],"Flash).":[74],"GPT-4o":[75],"extracts":[77],"6-41":[78],"times":[79],"more":[80],"target-language":[82],"words":[83],"per":[84],"API":[85],"call":[86],"than":[87],"Gemini.":[88],"Optimal":[89],"strategies":[90],"differ":[91],"language:":[93],"benefits":[95],"functional":[97],"dialogue,":[100],"while":[101],"requires":[103],"constrained":[104],"generation":[105],"prompts.":[106],"release":[108],"all":[109],"generated":[110],"corpora":[111],"code.":[113]},"counts_by_year":[],"updated_date":"2026-07-28T07:46:37.118299","created_date":"2026-04-16T00:00:00"}
