{"id":"https://openalex.org/W4392367692","doi":"https://doi.org/10.1145/3616855.3638207","title":"The Journey to A Knowledgeable Assistant with Retrieval-Augmented Generation (RAG)","display_name":"The Journey to A Knowledgeable Assistant with Retrieval-Augmented Generation (RAG)","publication_year":2024,"publication_date":"2024-03-04","ids":{"openalex":"https://openalex.org/W4392367692","doi":"https://doi.org/10.1145/3616855.3638207"},"language":"en","primary_location":{"id":"doi:10.1145/3616855.3638207","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3616855.3638207","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 17th ACM International Conference on Web Search and Data Mining","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/A5091265603","display_name":"Xin Luna Dong","orcid":"https://orcid.org/0009-0001-2049-2458"},"institutions":[{"id":"https://openalex.org/I4210128585","display_name":"META Health","ror":"https://ror.org/035h67p10","country_code":"US","type":"other","lineage":["https://openalex.org/I4210128585"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Xin Luna Dong","raw_affiliation_strings":["Reality Labs, Meta, Redmond, Washington, USA"],"affiliations":[{"raw_affiliation_string":"Reality Labs, Meta, Redmond, Washington, USA","institution_ids":["https://openalex.org/I4210128585"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5091265603"],"corresponding_institution_ids":["https://openalex.org/I4210128585"],"apc_list":null,"apc_paid":null,"fwci":0.3637,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.61421255,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"4","last_page":"4"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","score":0.988099992275238,"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/T10028","display_name":"Topic Modeling","score":0.988099992275238,"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/T12128","display_name":"AI in Service Interactions","score":0.9564999938011169,"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/trustworthiness","display_name":"Trustworthiness","score":0.7774313688278198},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6001771092414856},{"id":"https://openalex.org/keywords/front","display_name":"Front (military)","score":0.4681204855442047},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.3732471466064453},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.32883667945861816},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.3273102045059204},{"id":"https://openalex.org/keywords/internet-privacy","display_name":"Internet privacy","score":0.2962964177131653},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.19695210456848145}],"concepts":[{"id":"https://openalex.org/C153701036","wikidata":"https://www.wikidata.org/wiki/Q659974","display_name":"Trustworthiness","level":2,"score":0.7774313688278198},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6001771092414856},{"id":"https://openalex.org/C2777551076","wikidata":"https://www.wikidata.org/wiki/Q842332","display_name":"Front (military)","level":2,"score":0.4681204855442047},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.3732471466064453},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.32883667945861816},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.3273102045059204},{"id":"https://openalex.org/C108827166","wikidata":"https://www.wikidata.org/wiki/Q175975","display_name":"Internet privacy","level":1,"score":0.2962964177131653},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.19695210456848145},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3616855.3638207","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3616855.3638207","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 17th ACM International Conference on Web Search and Data Mining","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4","score":0.800000011920929}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2074777875","https://openalex.org/W2076536433","https://openalex.org/W90316445","https://openalex.org/W4327743613","https://openalex.org/W2965447900","https://openalex.org/W3199750033","https://openalex.org/W4210368779","https://openalex.org/W2374509987"],"abstract_inverted_index":{"Large":[0],"Language":[1],"Models":[2],"(LLMs)":[3],"have":[4,26],"demonstrated":[5],"strong":[6],"capabilities":[7],"in":[8,30],"comprehending":[9],"and":[10,21,48,57],"generating":[11],"human":[12],"language,":[13],"as":[14,16,44],"well":[15],"emerging":[17],"abilities":[18],"like":[19],"reasoning":[20],"using":[22],"tools.":[23],"These":[24],"advancements":[25],"been":[27],"revolutionizing":[28],"techniques":[29],"every":[31],"front,":[32],"including":[33],"the":[34],"development":[35],"of":[36,46],"personal":[37],"assistants.":[38,59],"However,":[39],"their":[40],"inherent":[41],"limitations":[42],"such":[43],"lack":[45],"factuality":[47],"hallucinations":[49],"make":[50],"LLMs":[51],"less":[52],"suitable":[53],"for":[54],"creating":[55],"knowledgeable":[56],"trustworthy":[58]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}