{"id":"https://openalex.org/W4411551163","doi":"https://doi.org/10.1109/cscwd64889.2025.11033420","title":"Unraveling the Efficacy of In-Context Learning in Indonesian Grammatical Error Correction","display_name":"Unraveling the Efficacy of In-Context Learning in Indonesian Grammatical Error Correction","publication_year":2025,"publication_date":"2025-05-05","ids":{"openalex":"https://openalex.org/W4411551163","doi":"https://doi.org/10.1109/cscwd64889.2025.11033420"},"language":"en","primary_location":{"id":"doi:10.1109/cscwd64889.2025.11033420","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cscwd64889.2025.11033420","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 28th International Conference on Computer Supported Cooperative Work in Design (CSCWD)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5084625962","display_name":"Shengyi Jiang","orcid":"https://orcid.org/0000-0002-6753-474X"},"institutions":[{"id":"https://openalex.org/I186272606","display_name":"Guangdong University of Foreign Studies","ror":"https://ror.org/00fhc9y79","country_code":"CN","type":"education","lineage":["https://openalex.org/I186272606"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Shengyi Jiang","raw_affiliation_strings":["School of Information Science and Technology, Guangdong University of Foreign Studies,Guangzhou,China"],"affiliations":[{"raw_affiliation_string":"School of Information Science and Technology, Guangdong University of Foreign Studies,Guangzhou,China","institution_ids":["https://openalex.org/I186272606"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033713097","display_name":"Yuting Su","orcid":"https://orcid.org/0000-0001-5165-204X"},"institutions":[{"id":"https://openalex.org/I186272606","display_name":"Guangdong University of Foreign Studies","ror":"https://ror.org/00fhc9y79","country_code":"CN","type":"education","lineage":["https://openalex.org/I186272606"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuting Su","raw_affiliation_strings":["School of Information Science and Technology, Guangdong University of Foreign Studies,Guangzhou,China"],"affiliations":[{"raw_affiliation_string":"School of Information Science and Technology, Guangdong University of Foreign Studies,Guangzhou,China","institution_ids":["https://openalex.org/I186272606"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025818585","display_name":"Xuming Li","orcid":"https://orcid.org/0000-0003-3329-7392"},"institutions":[{"id":"https://openalex.org/I186272606","display_name":"Guangdong University of Foreign Studies","ror":"https://ror.org/00fhc9y79","country_code":"CN","type":"education","lineage":["https://openalex.org/I186272606"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xuming Li","raw_affiliation_strings":["School of Information Science and Technology, Guangdong University of Foreign Studies,Guangzhou,China"],"affiliations":[{"raw_affiliation_string":"School of Information Science and Technology, Guangdong University of Foreign Studies,Guangzhou,China","institution_ids":["https://openalex.org/I186272606"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070480766","display_name":"Nankai Lin","orcid":"https://orcid.org/0000-0003-2838-8273"},"institutions":[{"id":"https://openalex.org/I186272606","display_name":"Guangdong University of Foreign Studies","ror":"https://ror.org/00fhc9y79","country_code":"CN","type":"education","lineage":["https://openalex.org/I186272606"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Nankai Lin","raw_affiliation_strings":["School of Information Science and Technology, Guangdong University of Foreign Studies,Guangzhou,China"],"affiliations":[{"raw_affiliation_string":"School of Information Science and Technology, Guangdong University of Foreign Studies,Guangzhou,China","institution_ids":["https://openalex.org/I186272606"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023660042","display_name":"Lixian Xiao","orcid":null},"institutions":[{"id":"https://openalex.org/I186272606","display_name":"Guangdong University of Foreign Studies","ror":"https://ror.org/00fhc9y79","country_code":"CN","type":"education","lineage":["https://openalex.org/I186272606"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lixian Xiao","raw_affiliation_strings":["Guangdong University of Foreign Studies,Faculty of Asian Languages and Cultures,Guangzhou,China"],"affiliations":[{"raw_affiliation_string":"Guangdong University of Foreign Studies,Faculty of Asian Languages and Cultures,Guangzhou,China","institution_ids":["https://openalex.org/I186272606"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5022448274","display_name":"Lianxi Wang","orcid":"https://orcid.org/0000-0002-6746-6476"},"institutions":[{"id":"https://openalex.org/I186272606","display_name":"Guangdong University of Foreign Studies","ror":"https://ror.org/00fhc9y79","country_code":"CN","type":"education","lineage":["https://openalex.org/I186272606"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lianxi Wang","raw_affiliation_strings":["School of Information Science and Technology, Guangdong University of Foreign Studies,Guangzhou,China"],"affiliations":[{"raw_affiliation_string":"School of Information Science and Technology, Guangdong University of Foreign Studies,Guangzhou,China","institution_ids":["https://openalex.org/I186272606"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5084625962"],"corresponding_institution_ids":["https://openalex.org/I186272606"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.23756209,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1704","last_page":"1709"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13873","display_name":"Educational Methods and Technology","score":0.8795999884605408,"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/T13873","display_name":"Educational Methods and Technology","score":0.8795999884605408,"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/T14025","display_name":"Educational Technology and Assessment","score":0.8762000203132629,"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/T14516","display_name":"English Language Learning and Teaching","score":0.8704000115394592,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/indonesian","display_name":"Indonesian","score":0.9041656255722046},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6964306831359863},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.6223102807998657},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.573236346244812},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5041590929031372},{"id":"https://openalex.org/keywords/linguistics","display_name":"Linguistics","score":0.4406789243221283},{"id":"https://openalex.org/keywords/history","display_name":"History","score":0.21963563561439514},{"id":"https://openalex.org/keywords/philosophy","display_name":"Philosophy","score":0.07498449087142944}],"concepts":[{"id":"https://openalex.org/C2779207338","wikidata":"https://www.wikidata.org/wiki/Q9240","display_name":"Indonesian","level":2,"score":0.9041656255722046},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6964306831359863},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.6223102807998657},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.573236346244812},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5041590929031372},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.4406789243221283},{"id":"https://openalex.org/C95457728","wikidata":"https://www.wikidata.org/wiki/Q309","display_name":"History","level":0,"score":0.21963563561439514},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.07498449087142944},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/cscwd64889.2025.11033420","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cscwd64889.2025.11033420","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 28th International Conference on Computer Supported Cooperative Work in Design (CSCWD)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education","score":0.7599999904632568}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":12,"referenced_works":["https://openalex.org/W2064675550","https://openalex.org/W2112796928","https://openalex.org/W2786875370","https://openalex.org/W2955477373","https://openalex.org/W3122241445","https://openalex.org/W3165574448","https://openalex.org/W3185341429","https://openalex.org/W4306362399","https://openalex.org/W4385571076","https://openalex.org/W4402672100","https://openalex.org/W4404279922","https://openalex.org/W4404782964"],"related_works":["https://openalex.org/W4242621793","https://openalex.org/W648807974","https://openalex.org/W4229837155","https://openalex.org/W4236086937","https://openalex.org/W2294302573","https://openalex.org/W4312419881","https://openalex.org/W2086953810","https://openalex.org/W2512763533","https://openalex.org/W4248715694","https://openalex.org/W3204019825"],"abstract_inverted_index":{"Grammatical":[0],"error":[1],"correction":[2],"(GEC)":[3],"is":[4],"of":[5,44,93,115],"great":[6],"importance":[7],"in":[8,68,79,117],"natural":[9],"language":[10,17,46],"processing":[11],"(NLP).":[12],"However,":[13],"due":[14],"to":[15,58],"limited":[16],"resources,":[18],"research":[19],"on":[20,49,101],"the":[21,42,69,77,91,108,113],"Indonesian":[22,50,118],"GEC":[23,51,119],"remains":[24],"scarce.":[25],"In":[26],"this":[27],"paper,":[28],"we":[29,54],"propose":[30],"an":[31],"InDonesian":[32],"In-cOntext-guided":[33],"grammaticaL":[34],"Error":[35],"CorrecTion":[36],"(IDIOLECT)":[37],"method,":[38],"aimed":[39],"at":[40],"enhancing":[41],"performance":[43,114],"large":[45],"models":[47],"(LLMs)":[48],"task.":[52,120],"Specifically,":[53],"calculate":[55],"sentence":[56],"similarity":[57],"select":[59],"suitable":[60],"in-context":[61],"learning":[62],"(ICL)":[63],"demonstrations":[64],"for":[65],"each":[66],"sample":[67],"training":[70],"set":[71],"and":[72,83,98],"test":[73],"set,":[74],"thereby":[75],"aiding":[76],"model":[78,102],"more":[80],"effectively":[81,111],"identifying":[82],"correcting":[84],"grammatical":[85],"errors.":[86],"This":[87],"study":[88],"further":[89],"investigates":[90],"effects":[92],"ICL":[94],"configurations,":[95],"demonstration":[96,99],"ordering,":[97],"quantity":[100],"performance.":[103],"The":[104],"results":[105],"indicate":[106],"that":[107],"proposed":[109],"method":[110],"improves":[112],"LLMs":[116]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}