{"id":"https://openalex.org/W4400529052","doi":"https://doi.org/10.1145/3626772.3661375","title":"Large Language Model Powered Agents for Information Retrieval","display_name":"Large Language Model Powered Agents for Information Retrieval","publication_year":2024,"publication_date":"2024-07-10","ids":{"openalex":"https://openalex.org/W4400529052","doi":"https://doi.org/10.1145/3626772.3661375"},"language":"en","primary_location":{"id":"doi:10.1145/3626772.3661375","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3626772.3661375","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://ink.library.smu.edu.sg/sis_research/9104","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100601645","display_name":"An Zhang","orcid":"https://orcid.org/0000-0003-1367-711X"},"institutions":[{"id":"https://openalex.org/I165932596","display_name":"National University of Singapore","ror":"https://ror.org/01tgyzw49","country_code":"SG","type":"education","lineage":["https://openalex.org/I165932596"]}],"countries":["SG"],"is_corresponding":true,"raw_author_name":"An Zhang","raw_affiliation_strings":["National University of Singapore, Singapore, Singapore"],"raw_orcid":"https://orcid.org/0000-0003-1367-711X","affiliations":[{"raw_affiliation_string":"National University of Singapore, Singapore, Singapore","institution_ids":["https://openalex.org/I165932596"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050035602","display_name":"Yang Deng","orcid":"https://orcid.org/0000-0002-8122-5943"},"institutions":[{"id":"https://openalex.org/I165932596","display_name":"National University of Singapore","ror":"https://ror.org/01tgyzw49","country_code":"SG","type":"education","lineage":["https://openalex.org/I165932596"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Yang Deng","raw_affiliation_strings":["National University of Singapore, Singapore, Singapore"],"raw_orcid":"https://orcid.org/0000-0002-8122-5943","affiliations":[{"raw_affiliation_string":"National University of Singapore, Singapore, Singapore","institution_ids":["https://openalex.org/I165932596"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043098453","display_name":"Yankai Lin","orcid":"https://orcid.org/0000-0002-0151-6178"},"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":false,"raw_author_name":"Yankai Lin","raw_affiliation_strings":["Renmin University of China, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0002-0151-6178","affiliations":[{"raw_affiliation_string":"Renmin University of China, Beijing, China","institution_ids":["https://openalex.org/I78988378"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101755392","display_name":"Xu Chen","orcid":"https://orcid.org/0000-0003-0144-1775"},"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":false,"raw_author_name":"Xu Chen","raw_affiliation_strings":["Renmin University of China, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0003-0144-1775","affiliations":[{"raw_affiliation_string":"Renmin University of China, Beijing, China","institution_ids":["https://openalex.org/I78988378"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025631695","display_name":"Ji-Rong Wen","orcid":"https://orcid.org/0000-0002-9777-9676"},"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":false,"raw_author_name":"Ji-Rong Wen","raw_affiliation_strings":["Renmin University of China, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0002-9777-9676","affiliations":[{"raw_affiliation_string":"Renmin University of China, Beijing, China","institution_ids":["https://openalex.org/I78988378"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5089404640","display_name":"Tat\u2010Seng Chua","orcid":"https://orcid.org/0000-0001-6097-7807"},"institutions":[{"id":"https://openalex.org/I165932596","display_name":"National University of Singapore","ror":"https://ror.org/01tgyzw49","country_code":"SG","type":"education","lineage":["https://openalex.org/I165932596"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Tat-Seng Chua","raw_affiliation_strings":["National University of Singapore, Singapore, Singapore"],"raw_orcid":"https://orcid.org/0000-0001-6097-7807","affiliations":[{"raw_affiliation_string":"National University of Singapore, Singapore, Singapore","institution_ids":["https://openalex.org/I165932596"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5100601645"],"corresponding_institution_ids":["https://openalex.org/I165932596"],"apc_list":null,"apc_paid":null,"fwci":2.9802,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.92097713,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"2989","last_page":"2992"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","score":0.9993000030517578,"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":0.9993000030517578,"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/T12031","display_name":"Speech and dialogue systems","score":0.9919999837875366,"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/T10203","display_name":"Recommender Systems and Techniques","score":0.9916999936103821,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7902464866638184},{"id":"https://openalex.org/keywords/language-model","display_name":"Language model","score":0.526988685131073},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.45352041721343994},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.45119142532348633},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.44144773483276367}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7902464866638184},{"id":"https://openalex.org/C137293760","wikidata":"https://www.wikidata.org/wiki/Q3621696","display_name":"Language model","level":2,"score":0.526988685131073},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.45352041721343994},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.45119142532348633},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.44144773483276367}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/3626772.3661375","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3626772.3661375","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval","raw_type":"proceedings-article"},{"id":"pmh:oai:ink.library.smu.edu.sg:sis_research-10107","is_oa":true,"landing_page_url":"https://ink.library.smu.edu.sg/sis_research/9104","pdf_url":null,"source":{"id":"https://openalex.org/S4306401925","display_name":"Singapore Management University Institutional Knowledge (InK) (Singapore Management University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I79891267","host_organization_name":"Singapore Management University","host_organization_lineage":["https://openalex.org/I79891267"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"https://doi.org/10.1145/3626772.3661375","raw_type":"Conference Proceeding Article"}],"best_oa_location":{"id":"pmh:oai:ink.library.smu.edu.sg:sis_research-10107","is_oa":true,"landing_page_url":"https://ink.library.smu.edu.sg/sis_research/9104","pdf_url":null,"source":{"id":"https://openalex.org/S4306401925","display_name":"Singapore Management University Institutional Knowledge (InK) (Singapore Management University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I79891267","host_organization_name":"Singapore Management University","host_organization_lineage":["https://openalex.org/I79891267"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"https://doi.org/10.1145/3626772.3661375","raw_type":"Conference Proceeding Article"},"sustainable_development_goals":[{"display_name":"Quality Education","score":0.550000011920929,"id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":23,"referenced_works":["https://openalex.org/W1964869462","https://openalex.org/W3035734059","https://openalex.org/W3091817824","https://openalex.org/W3102862020","https://openalex.org/W4212975704","https://openalex.org/W4385570282","https://openalex.org/W4385571659","https://openalex.org/W4385763941","https://openalex.org/W4386728881","https://openalex.org/W4387848958","https://openalex.org/W4388955706","https://openalex.org/W4389109516","https://openalex.org/W4389523765","https://openalex.org/W4396758674","https://openalex.org/W4400033172","https://openalex.org/W4400525295","https://openalex.org/W4401042703","https://openalex.org/W4402671805","https://openalex.org/W6600007113","https://openalex.org/W6600047755","https://openalex.org/W6600686112","https://openalex.org/W6603143895","https://openalex.org/W6608332583"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052","https://openalex.org/W2382290278","https://openalex.org/W3204019825"],"abstract_inverted_index":{"The":[0],"vital":[1],"goal":[2],"of":[3,28,60,74,130,172],"information":[4,14,33,50,135,173],"retrieval":[5,34,51,136],"today":[6],"extends":[7],"beyond":[8],"merely":[9],"connecting":[10],"users":[11],"with":[12],"relevant":[13],"they":[15],"search":[16,140],"for.":[17],"It":[18],"also":[19,151],"aims":[20],"to":[21,103],"enrich":[22],"the":[23,32,45,72,127,153,170],"diversity,":[24],"personalization,":[25,67],"and":[26,40,63,68,101,117,146,161],"interactivity":[27],"that":[29,167],"connection,":[30],"ensuring":[31],"process":[35],"is":[36],"as":[37,42,84,139],"seamless,":[38],"beneficial,":[39],"supportive":[41],"possible":[43],"in":[44,109,156],"global":[46],"digital":[47],"era.":[48],"Current":[49],"systems":[52],"often":[53],"encounter":[54],"challenges":[55,155],"like":[56,99,107],"a":[57,80],"constrained":[58],"understanding":[59],"queries,":[61],"static":[62],"inflexible":[64],"responses,":[65],"limited":[66],"restricted":[69],"interactivity.":[70],"With":[71],"advent":[73],"large":[75],"language":[76],"models":[77],"(LLMs),":[78],"there's":[79],"transformative":[81],"paradigm":[82],"shift":[83],"we":[85,124],"integrate":[86],"LLM-powered":[87,131],"agents":[88,93,132,160],"into":[89,126],"these":[90,159],"systems.":[91],"These":[92],"bring":[94],"forth":[95],"crucial":[96],"human":[97],"capabilities":[98],"memory":[100],"planning":[102],"make":[104],"them":[105],"behave":[106],"humans":[108],"completing":[110],"various":[111,134],"tasks,":[112],"effectively":[113],"enhancing":[114],"user":[115],"engagement":[116],"offering":[118],"tailored":[119],"interactions.":[120],"In":[121],"this":[122],"tutorial,":[123],"delve":[125],"cutting-edge":[128],"techniques":[129],"across":[133],"fields,":[137],"such":[138],"engines,":[141],"social":[142],"networks,":[143],"recommender":[144],"systems,":[145],"conversational":[147],"assistants.":[148],"We":[149],"will":[150],"explore":[152],"prevailing":[154],"seamlessly":[157],"incorporating":[158],"hint":[162],"at":[163],"prospective":[164],"research":[165],"avenues":[166],"can":[168],"revolutionize":[169],"way":[171],"retrieval.":[174]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":8}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}
