{"id":"https://openalex.org/W4401666713","doi":"https://doi.org/10.1007/978-3-031-68309-1_16","title":"Evaluating Performance of\u00a0LLaMA2 Large Language Model Enhanced by\u00a0QLoRA Fine-Tuning for\u00a0English Grammatical Error Correction","display_name":"Evaluating Performance of\u00a0LLaMA2 Large Language Model Enhanced by\u00a0QLoRA Fine-Tuning for\u00a0English Grammatical Error Correction","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4401666713","doi":"https://doi.org/10.1007/978-3-031-68309-1_16"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-68309-1_16","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-68309-1_16","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"book-chapter","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/A5082125860","display_name":"Jing An","orcid":"https://orcid.org/0009-0005-8754-8849"},"institutions":[{"id":"https://openalex.org/I71459812","display_name":"Beijing International Studies University","ror":"https://ror.org/058s1vf87","country_code":"CN","type":"education","lineage":["https://openalex.org/I71459812"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jing An","raw_affiliation_strings":["School of Translation and Interpreting, Beijing International Studies University, Beijing, 100024, China"],"affiliations":[{"raw_affiliation_string":"School of Translation and Interpreting, Beijing International Studies University, Beijing, 100024, China","institution_ids":["https://openalex.org/I71459812"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030356903","display_name":"Yanbing Bai","orcid":"https://orcid.org/0000-0001-5223-9425"},"institutions":[{"id":"https://openalex.org/I78988378","display_name":"Renmin University of China","ror":"https://ror.org/041pakw92","country_code":"CN","type":"education","lineage":["https://openalex.org/I78988378"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yanbing Bai","raw_affiliation_strings":["Center for Applied Statistics, School of Statistics, Renmin University of China, Beijing, 100872, China"],"affiliations":[{"raw_affiliation_string":"Center for Applied Statistics, School of Statistics, Renmin University of China, Beijing, 100872, China","institution_ids":["https://openalex.org/I78988378"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067208985","display_name":"Jiyi Li","orcid":"https://orcid.org/0000-0003-4997-3850"},"institutions":[{"id":"https://openalex.org/I66906201","display_name":"University of Yamanashi","ror":"https://ror.org/059x21724","country_code":"JP","type":"education","lineage":["https://openalex.org/I66906201"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Jiyi Li","raw_affiliation_strings":["Department of Computer Science and Engineering, University of Yamanashi, Kofu, 4008511, Japan"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, University of Yamanashi, Kofu, 4008511, Japan","institution_ids":["https://openalex.org/I66906201"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101982147","display_name":"Junjie Hu","orcid":"https://orcid.org/0000-0002-8483-5501"},"institutions":[{"id":"https://openalex.org/I4210104064","display_name":"Shenzhen Academy of Robotics","ror":"https://ror.org/01h027j09","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210104064"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Junjie Hu","raw_affiliation_strings":["Shenzhen Institute of Artificial Intelligence and Robotics for Society, Shenzhen, 518116, China"],"affiliations":[{"raw_affiliation_string":"Shenzhen Institute of Artificial Intelligence and Robotics for Society, Shenzhen, 518116, China","institution_ids":["https://openalex.org/I4210104064"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101768831","display_name":"Rui Li","orcid":"https://orcid.org/0000-0002-5453-4660"},"institutions":[{"id":"https://openalex.org/I71459812","display_name":"Beijing International Studies University","ror":"https://ror.org/058s1vf87","country_code":"CN","type":"education","lineage":["https://openalex.org/I71459812"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Rui Li","raw_affiliation_strings":["School of Translation and Interpreting, Beijing International Studies University, Beijing, 100024, China"],"affiliations":[{"raw_affiliation_string":"School of Translation and Interpreting, Beijing International Studies University, Beijing, 100024, China","institution_ids":["https://openalex.org/I71459812"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025246152","display_name":"Yuxi Xiao","orcid":"https://orcid.org/0009-0000-7377-5198"},"institutions":[{"id":"https://openalex.org/I71459812","display_name":"Beijing International Studies University","ror":"https://ror.org/058s1vf87","country_code":"CN","type":"education","lineage":["https://openalex.org/I71459812"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuxi Xiao","raw_affiliation_strings":["School of Translation and Interpreting, Beijing International Studies University, Beijing, 100024, China"],"affiliations":[{"raw_affiliation_string":"School of Translation and Interpreting, Beijing International Studies University, Beijing, 100024, China","institution_ids":["https://openalex.org/I71459812"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5103118504","display_name":"Rui Hua","orcid":"https://orcid.org/0000-0002-8856-5553"},"institutions":[{"id":"https://openalex.org/I71459812","display_name":"Beijing International Studies University","ror":"https://ror.org/058s1vf87","country_code":"CN","type":"education","lineage":["https://openalex.org/I71459812"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Rui Hua","raw_affiliation_strings":["School of Translation and Interpreting, Beijing International Studies University, Beijing, 100024, China"],"affiliations":[{"raw_affiliation_string":"School of Translation and Interpreting, Beijing International Studies University, Beijing, 100024, China","institution_ids":["https://openalex.org/I71459812"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5030356903"],"corresponding_institution_ids":["https://openalex.org/I78988378"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.29393468,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"194","last_page":"206"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10181","display_name":"Natural Language Processing Techniques","score":0.9948999881744385,"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":0.9948999881744385,"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":0.9718000292778015,"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/T13629","display_name":"Text Readability and Simplification","score":0.9265999794006348,"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":0.8599757552146912},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4829491972923279},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.4827979803085327},{"id":"https://openalex.org/keywords/error-detection-and-correction","display_name":"Error detection and correction","score":0.4554767608642578},{"id":"https://openalex.org/keywords/language-model","display_name":"Language model","score":0.4223233759403229},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.3567713797092438},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.2699449956417084}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8599757552146912},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4829491972923279},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.4827979803085327},{"id":"https://openalex.org/C103088060","wikidata":"https://www.wikidata.org/wiki/Q1062839","display_name":"Error detection and correction","level":2,"score":0.4554767608642578},{"id":"https://openalex.org/C137293760","wikidata":"https://www.wikidata.org/wiki/Q3621696","display_name":"Language model","level":2,"score":0.4223233759403229},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.3567713797092438},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.2699449956417084}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-031-68309-1_16","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-68309-1_16","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","score":0.75,"display_name":"Quality Education"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":8,"referenced_works":["https://openalex.org/W4387426216","https://openalex.org/W4389520118","https://openalex.org/W4391021773","https://openalex.org/W4401042780","https://openalex.org/W4402364221","https://openalex.org/W4402670191","https://openalex.org/W6604317845","https://openalex.org/W6852449896"],"related_works":["https://openalex.org/W2169518243","https://openalex.org/W3188962172","https://openalex.org/W2772917594","https://openalex.org/W4306742369","https://openalex.org/W4303457083","https://openalex.org/W2131146434","https://openalex.org/W2951359407","https://openalex.org/W4376623224","https://openalex.org/W3136979370","https://openalex.org/W3204019825"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-01-20T17:24:06.736184","created_date":"2025-10-10T00:00:00"}
