{"id":"https://openalex.org/W4407197060","doi":"https://doi.org/10.1145/3669940.3707264","title":"Accelerating Retrieval-Augmented Generation","display_name":"Accelerating Retrieval-Augmented Generation","publication_year":2025,"publication_date":"2025-02-06","ids":{"openalex":"https://openalex.org/W4407197060","doi":"https://doi.org/10.1145/3669940.3707264"},"language":"en","primary_location":{"id":"doi:10.1145/3669940.3707264","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3669940.3707264","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 30th ACM International Conference on Architectural Support for Programming Languages and Operating Systems, Volume 1","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/A5023012463","display_name":"Derrick Quinn","orcid":"https://orcid.org/0009-0000-5862-6565"},"institutions":[{"id":"https://openalex.org/I205783295","display_name":"Cornell University","ror":"https://ror.org/05bnh6r87","country_code":"US","type":"education","lineage":["https://openalex.org/I205783295"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Derrick Quinn","raw_affiliation_strings":["Cornell University, Ithaca, NY, USA"],"raw_orcid":"https://orcid.org/0009-0000-5862-6565","affiliations":[{"raw_affiliation_string":"Cornell University, Ithaca, NY, USA","institution_ids":["https://openalex.org/I205783295"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108132478","display_name":"Mohammad Nouri","orcid":"https://orcid.org/0009-0003-9172-1363"},"institutions":[{"id":"https://openalex.org/I205783295","display_name":"Cornell University","ror":"https://ror.org/05bnh6r87","country_code":"US","type":"education","lineage":["https://openalex.org/I205783295"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mohammad Nouri","raw_affiliation_strings":["Cornell University, Ithaca, NY, USA"],"raw_orcid":"https://orcid.org/0009-0003-9172-1363","affiliations":[{"raw_affiliation_string":"Cornell University, Ithaca, NY, USA","institution_ids":["https://openalex.org/I205783295"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042812673","display_name":"Neel Patel","orcid":"https://orcid.org/0000-0002-8055-4243"},"institutions":[{"id":"https://openalex.org/I205783295","display_name":"Cornell University","ror":"https://ror.org/05bnh6r87","country_code":"US","type":"education","lineage":["https://openalex.org/I205783295"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Neel Patel","raw_affiliation_strings":["Cornell University, Ithaca, NY, USA"],"raw_orcid":"https://orcid.org/0000-0002-8055-4243","affiliations":[{"raw_affiliation_string":"Cornell University, Ithaca, NY, USA","institution_ids":["https://openalex.org/I205783295"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5115615957","display_name":"John Salihu","orcid":"https://orcid.org/0009-0000-0942-1432"},"institutions":[{"id":"https://openalex.org/I146416000","display_name":"University of Kansas","ror":"https://ror.org/001tmjg57","country_code":"US","type":"education","lineage":["https://openalex.org/I146416000"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"John Salihu","raw_affiliation_strings":["University of Kansas, Lawrence, KS, USA"],"raw_orcid":"https://orcid.org/0009-0000-0942-1432","affiliations":[{"raw_affiliation_string":"University of Kansas, Lawrence, KS, USA","institution_ids":["https://openalex.org/I146416000"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082594835","display_name":"Alireza Salemi","orcid":"https://orcid.org/0009-0006-1937-2615"},"institutions":[{"id":"https://openalex.org/I177605424","display_name":"Amherst College","ror":"https://ror.org/028vqfs63","country_code":"US","type":"education","lineage":["https://openalex.org/I177605424"]},{"id":"https://openalex.org/I24603500","display_name":"University of Massachusetts Amherst","ror":"https://ror.org/0072zz521","country_code":"US","type":"education","lineage":["https://openalex.org/I24603500"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Alireza Salemi","raw_affiliation_strings":["UMass Amherst, Amherst, MA, USA"],"raw_orcid":"https://orcid.org/0009-0006-1937-2615","affiliations":[{"raw_affiliation_string":"UMass Amherst, Amherst, MA, USA","institution_ids":["https://openalex.org/I177605424","https://openalex.org/I24603500"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102289039","display_name":"Sukhan Lee","orcid":"https://orcid.org/0000-0003-4811-4843"},"institutions":[{"id":"https://openalex.org/I2250650973","display_name":"Samsung (South Korea)","ror":"https://ror.org/04w3jy968","country_code":"KR","type":"company","lineage":["https://openalex.org/I2250650973"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Sukhan Lee","raw_affiliation_strings":["Samsung Electronics, Hwasung, Gyeonggi-do, Republic of Korea"],"raw_orcid":"https://orcid.org/0000-0003-4811-4843","affiliations":[{"raw_affiliation_string":"Samsung Electronics, Hwasung, Gyeonggi-do, Republic of Korea","institution_ids":["https://openalex.org/I2250650973"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101457713","display_name":"Hamed Zamani","orcid":"https://orcid.org/0000-0002-0800-3340"},"institutions":[{"id":"https://openalex.org/I177605424","display_name":"Amherst College","ror":"https://ror.org/028vqfs63","country_code":"US","type":"education","lineage":["https://openalex.org/I177605424"]},{"id":"https://openalex.org/I24603500","display_name":"University of Massachusetts Amherst","ror":"https://ror.org/0072zz521","country_code":"US","type":"education","lineage":["https://openalex.org/I24603500"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Hamed Zamani","raw_affiliation_strings":["UMass Amherst, Amherst, MA, USA"],"raw_orcid":"https://orcid.org/0000-0002-0800-3340","affiliations":[{"raw_affiliation_string":"UMass Amherst, Amherst, MA, USA","institution_ids":["https://openalex.org/I177605424","https://openalex.org/I24603500"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5069911395","display_name":"Mohammad Alian","orcid":"https://orcid.org/0000-0002-4622-2181"},"institutions":[{"id":"https://openalex.org/I205783295","display_name":"Cornell University","ror":"https://ror.org/05bnh6r87","country_code":"US","type":"education","lineage":["https://openalex.org/I205783295"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mohammad Alian","raw_affiliation_strings":["Cornell University, Ithaca, NY, USA"],"raw_orcid":"https://orcid.org/0000-0002-4622-2181","affiliations":[{"raw_affiliation_string":"Cornell University, Ithaca, NY, USA","institution_ids":["https://openalex.org/I205783295"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5023012463"],"corresponding_institution_ids":["https://openalex.org/I205783295"],"apc_list":null,"apc_paid":null,"fwci":26.8834,"has_fulltext":false,"cited_by_count":24,"citation_normalized_percentile":{"value":0.99696758,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"15","last_page":"32"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T11714","display_name":"Multimodal Machine Learning Applications","score":0.9968000054359436,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T11307","display_name":"Domain Adaptation and Few-Shot Learning","score":0.9918000102043152,"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":0.6637892127037048},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.4217709004878998},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3831579387187958}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6637892127037048},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.4217709004878998},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3831579387187958}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3669940.3707264","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3669940.3707264","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 30th ACM International Conference on Architectural Support for Programming Languages and Operating Systems, Volume 1","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2411136128","display_name":null,"funder_award_id":"2239020,1565570,2402873","funder_id":"https://openalex.org/F4320323817","funder_display_name":"Universitas Brawijaya"},{"id":"https://openalex.org/G8237462964","display_name":null,"funder_award_id":"N000142412612","funder_id":"https://openalex.org/F4320323817","funder_display_name":"Universitas Brawijaya"}],"funders":[{"id":"https://openalex.org/F4320323817","display_name":"Universitas Brawijaya","ror":"https://ror.org/01wk3d929"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":65,"referenced_works":["https://openalex.org/W1999085092","https://openalex.org/W2039742379","https://openalex.org/W2065653320","https://openalex.org/W2124509324","https://openalex.org/W2612690371","https://openalex.org/W2787275496","https://openalex.org/W2788330850","https://openalex.org/W2904929935","https://openalex.org/W2912924812","https://openalex.org/W2914304175","https://openalex.org/W2963265099","https://openalex.org/W2963371754","https://openalex.org/W2963469388","https://openalex.org/W3016212306","https://openalex.org/W3027879771","https://openalex.org/W3029693508","https://openalex.org/W3036079062","https://openalex.org/W3126880001","https://openalex.org/W3133253223","https://openalex.org/W3159607817","https://openalex.org/W3160149608","https://openalex.org/W3176587734","https://openalex.org/W3191222816","https://openalex.org/W3196481040","https://openalex.org/W4226126604","https://openalex.org/W4229065825","https://openalex.org/W4280568654","https://openalex.org/W4286571858","https://openalex.org/W4288342744","https://openalex.org/W4289753431","https://openalex.org/W4303444943","https://openalex.org/W4312304862","https://openalex.org/W4312854033","https://openalex.org/W4317898419","https://openalex.org/W4318541517","https://openalex.org/W4360831749","https://openalex.org/W4360831852","https://openalex.org/W4364385701","https://openalex.org/W4379260375","https://openalex.org/W4380881154","https://openalex.org/W4384652670","https://openalex.org/W4384774018","https://openalex.org/W4385688545","https://openalex.org/W4386395487","https://openalex.org/W4388276066","https://openalex.org/W4388584589","https://openalex.org/W4389470986","https://openalex.org/W4389476197","https://openalex.org/W4390041201","https://openalex.org/W4390041933","https://openalex.org/W4391418506","https://openalex.org/W4393399908","https://openalex.org/W4393406890","https://openalex.org/W4393407316","https://openalex.org/W4394892729","https://openalex.org/W4395112660","https://openalex.org/W4399115375","https://openalex.org/W4400525546","https://openalex.org/W4400526126","https://openalex.org/W4400528650","https://openalex.org/W4400529966","https://openalex.org/W4401211704","https://openalex.org/W4402716769","https://openalex.org/W4403794487","https://openalex.org/W4406058726"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052"],"abstract_inverted_index":{"An":[0],"evolving":[1],"solution":[2],"to":[3,67,86],"address":[4],"hallucination":[5],"and":[6,41,49],"enhance":[7],"accuracy":[8],"in":[9],"large":[10],"language":[11],"models":[12],"(LLMs)":[13],"is":[14],"Retrieval-Augmented":[15],"Generation":[16],"(RAG),":[17],"which":[18],"involves":[19],"augmenting":[20],"LLMs":[21],"with":[22],"information":[23],"retrieved":[24],"from":[25],"an":[26,72],"external":[27],"knowledge":[28],"source,":[29],"such":[30],"as":[31],"the":[32,43,87,92,99,102],"web.":[33],"This":[34,96],"paper":[35],"profiles":[36],"several":[37],"RAG":[38],"execution":[39],"pipelines":[40],"demystifies":[42],"complex":[44],"interplay":[45],"between":[46],"their":[47],"retrieval":[48,57,69,74],"generation":[50],"phases.":[51],"We":[52],"demonstrate":[53],"that":[54],"while":[55,90],"exact":[56,73,103],"schemes":[58],"are":[59],"expensive,":[60],"they":[61],"can":[62,76],"reduce":[63],"inference":[64],"time":[65],"compared":[66],"approximate":[68],"variants":[70],"because":[71],"model":[75,89],"send":[77],"a":[78],"smaller":[79],"but":[80],"more":[81],"accurate":[82],"list":[83],"of":[84,101],"documents":[85],"generative":[88],"maintaining":[91],"same":[93],"end-to-end":[94],"accuracy.":[95],"observation":[97],"motivates":[98],"acceleration":[100],"nearest":[104],"neighbor":[105],"search":[106],"for":[107],"RAG.":[108]},"counts_by_year":[{"year":2026,"cited_by_count":6},{"year":2025,"cited_by_count":18}],"updated_date":"2026-04-28T14:05:53.105641","created_date":"2025-10-10T00:00:00"}
