{"id":"https://openalex.org/W4400034525","doi":"https://doi.org/10.1109/icdcs59278.2024.10561020","title":"RAG-Based LLM Chatbot Using Llama-2","display_name":"RAG-Based LLM Chatbot Using Llama-2","publication_year":2024,"publication_date":"2024-04-23","ids":{"openalex":"https://openalex.org/W4400034525","doi":"https://doi.org/10.1109/icdcs59278.2024.10561020"},"language":"en","primary_location":{"id":"doi:10.1109/icdcs59278.2024.10561020","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icdcs59278.2024.10561020","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 7th International Conference on Devices, Circuits and Systems (ICDCS)","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/A5099516536","display_name":"Sonia Vakayil","orcid":null},"institutions":[{"id":"https://openalex.org/I119668213","display_name":"Karunya University","ror":"https://ror.org/03k23nv15","country_code":"IN","type":"education","lineage":["https://openalex.org/I119668213"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Sonia Vakayil","raw_affiliation_strings":["Management Development Centre, Loyola Institute of Business Adminstation,Chennai,India","School of Computer Science and Technology, Karunya Institute of Technology and Sciences,Coimbatore,India","School of Computer Science and Technology, Karunya Institute of Technology and Sciences, Coimbatore, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Management Development Centre, Loyola Institute of Business Adminstation,Chennai,India","institution_ids":[]},{"raw_affiliation_string":"School of Computer Science and Technology, Karunya Institute of Technology and Sciences,Coimbatore,India","institution_ids":["https://openalex.org/I119668213"]},{"raw_affiliation_string":"School of Computer Science and Technology, Karunya Institute of Technology and Sciences, Coimbatore, India","institution_ids":["https://openalex.org/I119668213"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057795499","display_name":"D. Sujitha Juliet","orcid":null},"institutions":[{"id":"https://openalex.org/I119668213","display_name":"Karunya University","ror":"https://ror.org/03k23nv15","country_code":"IN","type":"education","lineage":["https://openalex.org/I119668213"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"D. Sujitha Juliet","raw_affiliation_strings":["School of Computer Science and Technology, Karunya Institute of Technology and Sciences,Coimbatore,India","School of Computer Science and Technology, Karunya Institute of Technology and Sciences, Coimbatore, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Karunya Institute of Technology and Sciences,Coimbatore,India","institution_ids":["https://openalex.org/I119668213"]},{"raw_affiliation_string":"School of Computer Science and Technology, Karunya Institute of Technology and Sciences, Coimbatore, India","institution_ids":["https://openalex.org/I119668213"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056312428","display_name":"J. Anitha","orcid":"https://orcid.org/0000-0002-0293-0821"},"institutions":[{"id":"https://openalex.org/I119668213","display_name":"Karunya University","ror":"https://ror.org/03k23nv15","country_code":"IN","type":"education","lineage":["https://openalex.org/I119668213"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Anitha. J","raw_affiliation_strings":["School of Computer Science and Technology, Karunya Institute of Technology and Sciences,Coimbatore,India","School of Computer Science and Technology, Karunya Institute of Technology and Sciences, Coimbatore, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Karunya Institute of Technology and Sciences,Coimbatore,India","institution_ids":["https://openalex.org/I119668213"]},{"raw_affiliation_string":"School of Computer Science and Technology, Karunya Institute of Technology and Sciences, Coimbatore, India","institution_ids":["https://openalex.org/I119668213"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5082879184","display_name":"Sunil Vakayil","orcid":null},"institutions":[{"id":"https://openalex.org/I119668213","display_name":"Karunya University","ror":"https://ror.org/03k23nv15","country_code":"IN","type":"education","lineage":["https://openalex.org/I119668213"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Sunil Vakayil","raw_affiliation_strings":["Management Development Centre, Loyola Institute of Business Adminstation,Chennai,India","School of Computer Science and Technology, Karunya Institute of Technology and Sciences,Coimbatore,India","Management Development Centre, Loyola Institute of Business Adminstation, Chennai, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Management Development Centre, Loyola Institute of Business Adminstation,Chennai,India","institution_ids":[]},{"raw_affiliation_string":"School of Computer Science and Technology, Karunya Institute of Technology and Sciences,Coimbatore,India","institution_ids":["https://openalex.org/I119668213"]},{"raw_affiliation_string":"Management Development Centre, Loyola Institute of Business Adminstation, Chennai, India","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":15.2733,"has_fulltext":false,"cited_by_count":50,"citation_normalized_percentile":{"value":0.99236591,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12128","display_name":"AI in Service Interactions","score":0.8946999907493591,"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/T12128","display_name":"AI in Service Interactions","score":0.8946999907493591,"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/chatbot","display_name":"Chatbot","score":0.8969016075134277},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6590793132781982},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.3115943670272827}],"concepts":[{"id":"https://openalex.org/C2779041454","wikidata":"https://www.wikidata.org/wiki/Q870780","display_name":"Chatbot","level":2,"score":0.8969016075134277},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6590793132781982},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.3115943670272827}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icdcs59278.2024.10561020","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icdcs59278.2024.10561020","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 7th International Conference on Devices, Circuits and Systems (ICDCS)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.4300000071525574,"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":12,"referenced_works":["https://openalex.org/W3013594955","https://openalex.org/W3080855798","https://openalex.org/W3172294194","https://openalex.org/W3196453457","https://openalex.org/W3198941091","https://openalex.org/W3205211246","https://openalex.org/W4280539423","https://openalex.org/W4385291101","https://openalex.org/W4385623654","https://openalex.org/W4392353733","https://openalex.org/W6854749411","https://openalex.org/W6855199931"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W4383501580","https://openalex.org/W4214931137","https://openalex.org/W4387007686","https://openalex.org/W4313813117","https://openalex.org/W4382052417","https://openalex.org/W3192088754","https://openalex.org/W3084631705","https://openalex.org/W3176146353"],"abstract_inverted_index":{"Chatbots,":[0],"otherwise":[1],"known":[2],"as":[3],"autonomous":[4],"conversational":[5],"agents,":[6],"are":[7,54],"a":[8,34,46,55,88,108],"rising":[9],"utilitarian":[10],"application":[11],"of":[12,20,42,75,97,111,127,140],"Natural":[13],"Language":[14,48],"Processing.":[15],"They":[16],"enable":[17],"the":[18,73,76,95,137,141],"streamlining":[19],"information":[21,115],"searches":[22],"and":[23,27,64,83,91,119],"improve":[24],"user":[25],"productivity":[26],"experience.":[28],"This":[29,70],"study":[30],"focuses":[31],"on":[32],"building":[33],"chatbot":[35,93],"that":[36],"is":[37,124],"aimed":[38],"at":[39],"assisting":[40],"victims":[41,96,143],"sexual":[43,98],"harassment,":[44],"using":[45],"Large":[47],"Model":[49],"(LLM).":[50],"While":[51],"ML-based":[52],"chatbots":[53,59],"notable":[56],"prospect,":[57],"LLM-powered":[58],"offer":[60],"more":[61],"human-like":[62],"conversations":[63],"can":[65],"surpass":[66],"humans":[67],"in":[68,80,116],"empathy.":[69],"project":[71],"evaluated":[72],"performance":[74],"LLM":[77],"Llama-2":[78],"model":[79,101,123],"generating":[81],"accurate":[82],"empathetic":[84],"answers":[85],"to":[86,106],"create":[87],"supportive,":[89],"sensitive,":[90],"informative":[92],"for":[94],"harassment.":[99],"The":[100,122],"leverages":[102],"Retrieval":[103],"Augmented":[104],"generation":[105],"achieve":[107],"commendable":[109],"accuracy":[110],"above":[112],"95%,":[113],"providing":[114,128],"an":[117],"understanding":[118],"helpful":[120,129],"tone.":[121],"also":[125],"capable":[126],"advice":[130],"without":[131],"judgement":[132],"or":[133],"preconceived":[134],"notions":[135],"about":[136],"victim,":[138],"one":[139],"reasons":[142],"do":[144],"not":[145],"report":[146],"their":[147],"harassers.":[148]},"counts_by_year":[{"year":2026,"cited_by_count":5},{"year":2025,"cited_by_count":40},{"year":2024,"cited_by_count":5}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}