{"id":"https://openalex.org/W7130700729","doi":"https://doi.org/10.48550/arxiv.2602.17518","title":"A Picture of Agentic Search","display_name":"A Picture of Agentic Search","publication_year":2026,"publication_date":"2026-02-19","ids":{"openalex":"https://openalex.org/W7130700729","doi":"https://doi.org/10.48550/arxiv.2602.17518"},"language":null,"primary_location":{"id":"pmh:doi:10.48550/arxiv.2602.17518","is_oa":true,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4406922384","display_name":"Open MIND","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Article"},"type":"article","indexed_in":["datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":null,"any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5115460553","display_name":"Francesca Pezzuti","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Pezzuti, Francesca","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5126491906","display_name":"Ophir Frieder","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Frieder, Ophir","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5126463487","display_name":"Fabrizio Silvestri","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Silvestri, Fabrizio","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5126500772","display_name":"Sean MacAvaney","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"MacAvaney, Sean","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5126510262","display_name":"Nicola Tonellotto","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Tonellotto, Nicola","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.14043402,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10286","display_name":"Information Retrieval and Search Behavior","score":0.6014000177383423,"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/T10286","display_name":"Information Retrieval and Search Behavior","score":0.6014000177383423,"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/T12607","display_name":"Personal Information Management and User Behavior","score":0.11230000108480453,"subfield":{"id":"https://openalex.org/subfields/1802","display_name":"Information Systems and Management"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T12016","display_name":"Web Data Mining and Analysis","score":0.042100001126527786,"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/overhead","display_name":"Overhead (engineering)","score":0.6316999793052673},{"id":"https://openalex.org/keywords/workload","display_name":"Workload","score":0.5666000247001648},{"id":"https://openalex.org/keywords/question-answering","display_name":"Question answering","score":0.38940000534057617},{"id":"https://openalex.org/keywords/query-expansion","display_name":"Query expansion","score":0.37549999356269836},{"id":"https://openalex.org/keywords/data-retrieval","display_name":"Data retrieval","score":0.3612000048160553},{"id":"https://openalex.org/keywords/cognitive-models-of-information-retrieval","display_name":"Cognitive models of information retrieval","score":0.3476000130176544},{"id":"https://openalex.org/keywords/human\u2013computer-information-retrieval","display_name":"Human\u2013computer information retrieval","score":0.3089999854564667}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.755299985408783},{"id":"https://openalex.org/C2779960059","wikidata":"https://www.wikidata.org/wiki/Q7113681","display_name":"Overhead (engineering)","level":2,"score":0.6316999793052673},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.5881999731063843},{"id":"https://openalex.org/C2778476105","wikidata":"https://www.wikidata.org/wiki/Q628539","display_name":"Workload","level":2,"score":0.5666000247001648},{"id":"https://openalex.org/C44291984","wikidata":"https://www.wikidata.org/wiki/Q1074173","display_name":"Question answering","level":2,"score":0.38940000534057617},{"id":"https://openalex.org/C99016210","wikidata":"https://www.wikidata.org/wiki/Q5488129","display_name":"Query expansion","level":2,"score":0.37549999356269836},{"id":"https://openalex.org/C551230270","wikidata":"https://www.wikidata.org/wiki/Q4368942","display_name":"Data retrieval","level":2,"score":0.3612000048160553},{"id":"https://openalex.org/C21025794","wikidata":"https://www.wikidata.org/wiki/Q5141219","display_name":"Cognitive models of information retrieval","level":4,"score":0.3476000130176544},{"id":"https://openalex.org/C90288658","wikidata":"https://www.wikidata.org/wiki/Q3318149","display_name":"Human\u2013computer information retrieval","level":3,"score":0.3089999854564667},{"id":"https://openalex.org/C180198813","wikidata":"https://www.wikidata.org/wiki/Q121182","display_name":"Information system","level":2,"score":0.30329999327659607},{"id":"https://openalex.org/C161156560","wikidata":"https://www.wikidata.org/wiki/Q1638872","display_name":"Document retrieval","level":2,"score":0.29580000042915344},{"id":"https://openalex.org/C164120249","wikidata":"https://www.wikidata.org/wiki/Q995982","display_name":"Web search query","level":3,"score":0.28119999170303345},{"id":"https://openalex.org/C2988412617","wikidata":"https://www.wikidata.org/wiki/Q7441656","display_name":"Keyword search","level":2,"score":0.26440000534057617},{"id":"https://openalex.org/C97854310","wikidata":"https://www.wikidata.org/wiki/Q19541","display_name":"Search engine","level":2,"score":0.2590000033378601},{"id":"https://openalex.org/C192028432","wikidata":"https://www.wikidata.org/wiki/Q845739","display_name":"Query language","level":2,"score":0.2549999952316284},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.2506999969482422},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.25049999356269836}],"mesh":[],"locations_count":2,"locations":[{"id":"pmh:doi:10.48550/arxiv.2602.17518","is_oa":true,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4406922384","display_name":"Open MIND","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Article"},{"id":"doi:10.48550/arxiv.2602.17518","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2602.17518","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"Preprint"}],"best_oa_location":{"id":"pmh:doi:10.48550/arxiv.2602.17518","is_oa":true,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4406922384","display_name":"Open MIND","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"With":[0],"automated":[1],"systems":[2,131],"increasingly":[3],"issuing":[4],"search":[5,98],"queries":[6,31,153],"alongside":[7],"humans,":[8,86],"Information":[9],"Retrieval":[10],"(IR)":[11],"faces":[12],"a":[13,104,118],"major":[14],"shift.":[15],"Yet":[16],"IR":[17,35],"remains":[18],"human-centred,":[19],"with":[20,45],"systems,":[21],"evaluation":[22,113],"metrics,":[23],"user":[24,90],"models,":[25],"and":[26,32,51,59,73,114,126,135,150,158,165,181],"datasets":[27,95],"designed":[28],"around":[29],"human":[30],"behaviours.":[33,53],"Consequently,":[34],"operates":[36],"under":[37],"assumptions":[38],"that":[39],"no":[40],"longer":[41],"hold":[42],"in":[43,154],"practice,":[44],"changes":[46],"to":[47,174,177],"workload":[48],"volumes,":[49],"predictability,":[50],"querying":[52],"This":[54],"misalignment":[55],"affects":[56],"system":[57],"performance":[58],"optimisation:":[60],"caching":[61],"may":[62,67,76],"lose":[63],"effectiveness,":[64],"query":[65],"pre-processing":[66],"add":[68],"overhead":[69],"without":[70],"improving":[71],"results,":[72],"standard":[74],"metrics":[75],"mismeasure":[77],"satisfaction.":[78],"Without":[79],"adaptation,":[80],"retrieval":[81,167],"models":[82],"risk":[83],"satisfying":[84],"neither":[85],"nor":[87],"the":[88,123,138],"emerging":[89],"segment":[91],"of":[92],"agents.":[93],"However,":[94],"capturing":[96],"agent":[97],"behaviour":[99],"are":[100],"lacking,":[101],"which":[102],"is":[103],"critical":[105],"gap":[106],"given":[107],"IR's":[108],"historical":[109],"reliance":[110],"on":[111],"data-driven":[112],"optimisation.":[115],"We":[116],"develop":[117],"methodology":[119],"for":[120,152,161],"collecting":[121],"all":[122],"data":[124],"produced":[125],"consumed":[127],"by":[128],"agentic":[129],"retrieval-augmented":[130],"when":[132],"answering":[133],"queries,":[134,147],"we":[136],"release":[137],"Agentic":[139],"Search":[140],"Queryset":[141],"(ASQ)":[142],"dataset.":[143],"ASQ":[144,173],"contains":[145],"reasoning-induced":[146],"retrieved":[148],"documents,":[149],"thoughts":[151],"HotpotQA,":[155],"Researchy":[156],"Questions,":[157],"MS":[159],"MARCO,":[160],"3":[162],"diverse":[163],"agents":[164],"2":[166],"pipelines.":[168],"The":[169],"accompanying":[170],"toolkit":[171],"enables":[172],"be":[175],"extended":[176],"new":[178],"agents,":[179],"retrievers,":[180],"datasets.":[182]},"counts_by_year":[],"updated_date":"2026-07-15T18:14:33.161393","created_date":"2026-02-21T00:00:00"}