{"id":"https://openalex.org/W4407832012","doi":"https://doi.org/10.1109/icaiqsa64000.2024.10882324","title":"Leveraging AI-Based Large Language Models to Strengthen English Vocabulary Skills in EFL Students","display_name":"Leveraging AI-Based Large Language Models to Strengthen English Vocabulary Skills in EFL Students","publication_year":2024,"publication_date":"2024-12-20","ids":{"openalex":"https://openalex.org/W4407832012","doi":"https://doi.org/10.1109/icaiqsa64000.2024.10882324"},"language":"en","primary_location":{"id":"doi:10.1109/icaiqsa64000.2024.10882324","doi":"https://doi.org/10.1109/icaiqsa64000.2024.10882324","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icaiqsa64000.2024.10882324","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 International Conference on Artificial Intelligence and Quantum Computation-Based Sensor Application (ICAIQSA)","raw_type":"proceedings-article"},"volume":null,"type":"conference-paper","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/A5106462746","display_name":"S Murugavel","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I1330855593","display_name":"Vel Tech Rangarajan Dr. Sagunthala R&D Institute of Science and Technology","ror":"https://ror.org/05bc5bx80","country_code":"IN","type":"education","lineage":["https://openalex.org/I1330855593"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Murugavel S","raw_affiliation_strings":["Vel Tech Rangarajan Dr. Sagunthala R&D Institute of Science and Technology,Department of English,Avadi, Chennai,India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Vel Tech Rangarajan Dr. Sagunthala R&D Institute of Science and Technology,Department of English,Avadi, Chennai,India","institution_ids":["https://openalex.org/I1330855593"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5114372451","display_name":"V. Arunadevi","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"V. Arunadevi","raw_affiliation_strings":["Dr. Mahalingam College of Engineering and Technology,Department of Science and Humanities,Pollachi,India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dr. Mahalingam College of Engineering and Technology,Department of Science and Humanities,Pollachi,India","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063604840","display_name":"Rahul Singh Chauhan","orcid":"https://orcid.org/0000-0001-6831-0273","observed_orcids":["https://orcid.org/0000-0001-6831-0273"]},"institutions":[{"id":"https://openalex.org/I1281160679","display_name":"Graphic Era Hill University","ror":"https://ror.org/01bb4h160","country_code":null,"type":"education","lineage":["https://openalex.org/I1281160679"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Rahul Chauhan","raw_affiliation_strings":["Graphic Era Hill University,Department of CSE,Dehradun,India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Graphic Era Hill University,Department of CSE,Dehradun,India","institution_ids":["https://openalex.org/I1281160679"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103321014","display_name":"K S Punithaasree","orcid":"https://orcid.org/0009-0006-2409-8040","observed_orcids":["https://orcid.org/0009-0006-2409-8040"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"K S Punithaasree","raw_affiliation_strings":["Nandha Engineering College (Autonomous),Department of English,Erode,India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Nandha Engineering College (Autonomous),Department of English,Erode,India","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077192966","display_name":"Ravindra Changala","orcid":"https://orcid.org/0000-0002-8612-1924","observed_orcids":["https://orcid.org/0000-0002-8612-1924"]},"institutions":[{"id":"https://openalex.org/I4210130653","display_name":"Guru Nanak Institutions","ror":"https://ror.org/03vb53h45","country_code":"IN","type":"education","lineage":["https://openalex.org/I4210130653"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Ravindra Changala","raw_affiliation_strings":["Guru Nanak Institutions Technical Campus,Department of CSE,Hyderabad,India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Guru Nanak Institutions Technical Campus,Department of CSE,Hyderabad,India","institution_ids":["https://openalex.org/I4210130653"]}]},{"author_position":"last","author":{"id":null,"display_name":"B Kiran Bala","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"B Kiran Bala","raw_affiliation_strings":["K.Ramakrishnan College of Engineering,Department of AI & DS,Trichy,India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"K.Ramakrishnan College of Engineering,Department of AI & DS,Trichy,India","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.401,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.65696668,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T14414","display_name":"Artificial Intelligence in Education","score":0.5752000212669373,"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/T14414","display_name":"Artificial Intelligence in Education","score":0.5752000212669373,"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/T11587","display_name":"Second Language Acquisition and Learning","score":0.35910001397132874,"subfield":{"id":"https://openalex.org/subfields/3204","display_name":"Developmental and Educational Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10181","display_name":"Natural Language Processing Techniques","score":0.018300000578165054,"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/large-language-models","display_name":"large language models","score":0.9200000166893005},{"id":"https://openalex.org/keywords/gpt-4","display_name":"GPT-4","score":0.8429999947547913},{"id":"https://openalex.org/keywords/english-vocabulary-learning","display_name":"English vocabulary learning","score":0.8970000147819519},{"id":"https://openalex.org/keywords/efl-learners","display_name":"EFL learners","score":0.7760000228881836},{"id":"https://openalex.org/keywords/word-embeddings","display_name":"word embeddings","score":0.6480000019073486},{"id":"https://openalex.org/keywords/bert","display_name":"BERT","score":0.6690000295639038},{"id":"https://openalex.org/keywords/contextualized-embeddings","display_name":"contextual embeddings","score":0.7059999704360962},{"id":"https://openalex.org/keywords/reinforcement-learning","display_name":"reinforcement learning","score":0.7570000290870667},{"id":"https://openalex.org/keywords/educational-technology","display_name":"educational technology","score":0.6240000128746033}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7718265056610107},{"id":"https://openalex.org/C2777601683","wikidata":"https://www.wikidata.org/wiki/Q6499736","display_name":"Vocabulary","level":2,"score":0.6581806540489197},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.5207876563072205},{"id":"https://openalex.org/C2987496018","wikidata":"https://www.wikidata.org/wiki/Q1860","display_name":"English language","level":2,"score":0.4626425504684448},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.44285696744918823},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.3008631467819214},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.2800551652908325},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.17839285731315613},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icaiqsa64000.2024.10882324","doi":"https://doi.org/10.1109/icaiqsa64000.2024.10882324","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icaiqsa64000.2024.10882324","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 International Conference on Artificial Intelligence and Quantum Computation-Based Sensor Application (ICAIQSA)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Quality education","score":0.9901999831199646,"id":"https://metadata.un.org/sdg/4"}],"sustainable_development_goals_aurora":[{"display_name":"Quality education","score":0.8399999737739563,"id":"https://metadata.un.org/sdg/4"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":12,"referenced_works":["https://openalex.org/W4212929849","https://openalex.org/W4220673297","https://openalex.org/W4366990167","https://openalex.org/W4386462526","https://openalex.org/W4390621190","https://openalex.org/W4391315282","https://openalex.org/W4396762825","https://openalex.org/W4399128953","https://openalex.org/W4399356066","https://openalex.org/W4402464957","https://openalex.org/W4407593860","https://openalex.org/W6911696743"],"related_works":["https://openalex.org/W2349784553","https://openalex.org/W3022596247","https://openalex.org/W2601444686","https://openalex.org/W4307058054","https://openalex.org/W4292238148","https://openalex.org/W4323660495","https://openalex.org/W2385319785","https://openalex.org/W2900827440","https://openalex.org/W3167549738","https://openalex.org/W3204019825"],"abstract_inverted_index":{"The":[0,88,120,147],"concepts":[1],"of":[2,12,19,40,66,74,125,149,199,202,208,229,240],"AI":[3,67],"and":[4,27,38,79,137],"LLMs":[5],"brought":[6],"drastic":[7],"changes":[8],"to":[9,99,140,244],"the":[10,17,36,77,93,113,126,150,157,179,183,187,190,197,200,206,223,227,238],"sphere":[11],"educational":[13,230,249],"technology,":[14,231],"especially":[15],"about":[16],"improvement":[18],"language":[20,102],"teaching":[21],"efficiency.":[22],"Using":[23],"elaborate":[24],"computational":[25],"algorithms":[26],"massive":[28],"data,":[29],"these":[30],"models":[31],"provide":[32],"unprecedented":[33],"potential":[34],"for":[35,237],"identification":[37],"creation":[39],"related":[41],"contexts":[42],"hence":[43],"are":[44],"very":[45],"efficient":[46],"instruments":[47],"in":[48,53,83,226,247],"building":[49],"up":[50],"English":[51,56,203],"vocabulary":[52,69,115,204,245],"students":[54],"learning":[55,70,139,145],"as":[57,159,161,222],"a":[58,105,143,234,241],"Foreign":[59],"Language":[60],"(EFL).":[61],"In":[62,181],"this":[63,209],"paper,":[64],"development":[65,239],"base":[68],"system":[71,90,121,153,193,210],"with":[72,205],"findings":[73],"advancement":[75],"over":[76],"traditional":[78,212],"other":[80],"modern":[81,127],"methods":[82],"Python":[84],"has":[85],"been":[86],"discussed.":[87],"indicated":[89],"relies":[91],"on":[92,118],"GPT-4":[94],"model":[95],"that":[96,189],"was":[97],"proved":[98],"offer":[100],"natural":[101],"processing":[103],"at":[104],"level":[106],"higher":[107,174],"than":[108],"its":[109],"predecessors":[110],"thus":[111],"differentiating":[112],"proposed":[114,191],"exercises":[116],"based":[117],"context.":[119],"also":[122],"employs":[123],"some":[124],"practices":[128],"like":[129],"word":[130],"embeddings":[131,135],"(Word2Vec,":[132],"GloVe),":[133],"contextualized":[134],"(BERT)":[136],"reinforcement":[138],"make":[141],"it":[142],"dynamic":[144],"system.":[146,180],"feasibility":[148],"above-proposed":[151],"AI-based":[152,192],"is":[154,166,216],"assessed":[155],"from":[156],"qualitative":[158,169],"well":[160],"quantitative":[162],"analysis.":[163],"Quantitative":[164],"feedback":[165,170],"supported":[167],"by":[168],"where":[171],"results":[172,198],"indicate":[173],"student":[175],"satisfaction":[176],"while":[177],"using":[178],"general,":[182],"paper":[184],"stands":[185],"upon":[186],"idea":[188],"could":[194],"really":[195],"improve":[196],"study":[201],"benefits":[207],"towards":[211],"ones.":[213],"This":[214],"approach":[215,243],"indeed":[217],"what":[218],"can":[219],"be":[220],"described":[221],"real":[224],"progress":[225],"field":[228],"which":[232],"provides":[233],"promising":[235],"ground":[236],"strengthened":[242],"instruction":[246],"EFL":[248],"contexts.":[250]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-09-29T14:09:16.559479","created_date":"2025-10-10T00:00:00"}