{"id":"https://openalex.org/W7203578667","doi":"https://doi.org/10.5281/zenodo.21969316","title":"Query-Conditioned Generative Engine Optimization: Per-Document Reflective Search Against a Live Citation Oracle","display_name":"Query-Conditioned Generative Engine Optimization: Per-Document Reflective Search Against a Live Citation Oracle","publication_year":2026,"publication_date":"2026-08-16","ids":{"openalex":"https://openalex.org/W7203578667","doi":"https://doi.org/10.5281/zenodo.21969316"},"language":"en","primary_location":{"id":"doi:10.5281/zenodo.21969316","doi":"https://doi.org/10.5281/zenodo.21969316","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.21969316","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article-journal"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://doi.org/10.5281/zenodo.21969316","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5120285386","display_name":"Marcin Koralewski","orcid":"https://orcid.org/0009-0001-1376-8858","observed_orcids":["https://orcid.org/0009-0001-1376-8858"]},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Koralewski, Marcin","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0009-0001-1376-8858","affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":["https://openalex.org/A5120285386"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0,"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":0.9765999913215637,"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":0.9765999913215637,"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/T10028","display_name":"Topic Modeling","score":0.008299999870359898,"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":0.00279999990016222,"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/citation-behavior","display_name":"citation behavior","score":0.5529999732971191},{"id":"https://openalex.org/keywords/selective-citation","display_name":"selective citation","score":0.5740000009536743}],"concepts":[{"id":"https://openalex.org/C154690210","wikidata":"https://www.wikidata.org/wiki/Q1668499","display_name":"Rewriting","level":2,"score":0.6604999899864197},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6514000296592712},{"id":"https://openalex.org/C55166926","wikidata":"https://www.wikidata.org/wiki/Q2892946","display_name":"Oracle","level":2,"score":0.64410001039505},{"id":"https://openalex.org/C39890363","wikidata":"https://www.wikidata.org/wiki/Q36108","display_name":"Generative grammar","level":2,"score":0.5625},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.5084999799728394},{"id":"https://openalex.org/C97854310","wikidata":"https://www.wikidata.org/wiki/Q19541","display_name":"Search engine","level":2,"score":0.4000999927520752},{"id":"https://openalex.org/C167966045","wikidata":"https://www.wikidata.org/wiki/Q5532625","display_name":"Generative model","level":3,"score":0.3828999996185303},{"id":"https://openalex.org/C77265313","wikidata":"https://www.wikidata.org/wiki/Q879844","display_name":"Rest (music)","level":2,"score":0.3646000027656555},{"id":"https://openalex.org/C2778805511","wikidata":"https://www.wikidata.org/wiki/Q1713","display_name":"Citation","level":2,"score":0.34929999709129333},{"id":"https://openalex.org/C21442007","wikidata":"https://www.wikidata.org/wiki/Q1027879","display_name":"Graphics","level":2,"score":0.3343999981880188},{"id":"https://openalex.org/C61797465","wikidata":"https://www.wikidata.org/wiki/Q1188986","display_name":"Term (time)","level":2,"score":0.3294000029563904},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.31630000472068787},{"id":"https://openalex.org/C2777735758","wikidata":"https://www.wikidata.org/wiki/Q817765","display_name":"Path (computing)","level":2,"score":0.31459999084472656},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.2874000072479248},{"id":"https://openalex.org/C164120249","wikidata":"https://www.wikidata.org/wiki/Q995982","display_name":"Web search query","level":3,"score":0.27970001101493835},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.266400009393692},{"id":"https://openalex.org/C157692150","wikidata":"https://www.wikidata.org/wiki/Q2919848","display_name":"Query optimization","level":2,"score":0.2508000135421753}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.5281/zenodo.21969316","doi":"https://doi.org/10.5281/zenodo.21969316","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.21969316","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article-journal"},{"id":"doi:10.5281/zenodo.21969317","doi":"https://doi.org/10.5281/zenodo.21969317","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.21969317","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article-journal"}],"best_oa_location":{"id":"doi:10.5281/zenodo.21969316","doi":"https://doi.org/10.5281/zenodo.21969316","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.21969316","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article-journal"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W7166820696","https://openalex.org/W7155452087","https://openalex.org/W7171877249","https://openalex.org/W7169212596","https://openalex.org/W7140233470","https://openalex.org/W7147351452","https://openalex.org/W7221832157","https://openalex.org/W7134981048","https://openalex.org/W7158006291","https://openalex.org/W7108082000"],"abstract_inverted_index":{"Generative":[0],"engines":[1],"expose":[2],"content":[3,51],"through":[4],"selective":[5],"citation:":[6],"a":[7,23,76,80,93,157,165,182],"few":[8],"sources":[9,113],"are":[10,214],"quoted":[11],"andthe":[12],"rest":[13],"go":[14],"unread.":[15],"Dominant":[16],"optimizers":[17],"mine":[18],"global":[19,151,224],"rewrite":[20,81],"rules":[21,152,225],"from":[22,138,144],"corpus":[24],"and":[25,63,73,105,133,147,190,216],"stripquery":[26],"dependence":[27],"out":[28],"of":[29,111,167,184],"them":[30],"by":[31,103,187],"design,":[32],"so":[33],"the":[34,38,40,88,140,145,161,168,191,197,205,210,217,221,227],"rewriter":[35,125],"never":[36],"sees":[37],"question":[39],"documentmust":[41],"answer.":[42],"That":[43],"is":[44,114,196,209,219],"defensible":[45],"but":[46],"not":[47],"forced:":[48],"in":[49,58],"commercial":[50],"operations":[52],"target":[53],"queriesare":[54],"routinely":[55],"known,":[56],"as":[57],"keyword-level":[59],"search":[60],"engine":[61,169,193],"optimization,":[62],"instance-level":[64],"queryconditioning":[65],"remains":[66],"largely":[67],"unexplored.":[68],"We":[69],"study":[70],"that":[71,78],"setting":[72],"introduce":[74],"RIO,":[75],"reflectiveoptimizer":[77],"evolves":[79],"instruction":[82],"for":[83],"each":[84],"query\u2013document":[85],"pair":[86],"against":[87],"engine\u2019smeasured":[89],"citation":[90],"behaviour,":[91],"under":[92],"fidelity-aware":[94],"objective.":[95],"Across":[96],"two":[97,188],"benchmarks,":[98],"citationshare":[99],"roughly":[100],"doubles,":[101],"rising":[102],"0.205":[104],"0.198":[106],"where":[107],"an":[108],"equal":[109],"split":[110],"five":[112],"0.200.All":[115],"twelve":[116],"arms":[117],"run":[118],"on":[119],"one":[120,124],"scoring":[121],"path":[122],"with":[123],"model.":[126],"Ablations":[127],"bound":[128],"it:":[129],"most":[130],"\u201462":[131],"%":[132,135],"80":[134],"\u2014":[136],"comes":[137],"knowing":[139],"query":[141],"rather":[142],"than":[143,204],"optimizer,":[146],"at":[148,164],"matchedinformation":[149],"corpus-mined":[150],"significantly":[153],"beat":[154],"us.":[155],"Against":[156],"budget-matched":[158],"sampler,reflection":[159],"reaches":[160],"same":[162],"score":[163],"third":[166],"calls.":[170],"Query":[171],"conditioning":[172],"also":[173],"preserveslexical":[174],"retrievability,":[175],"which":[176],"query-blind":[177],"rewriting":[178],"degrades.":[179],"Gains":[180],"survive":[181],"change":[183],"enginefamily,":[185],"attenuating":[186],"thirds,":[189],"strongest":[192],"we":[194],"test":[195],"hardest":[198],"to":[199],"move.":[200],"Thesetting":[201],"matters":[202],"more":[203],"mechanism:":[206],"query-conditioned":[207],"optimization":[208],"right":[211],"tool":[212],"wherequeries":[213],"known":[215],"document":[218],"worth":[220],"compute;":[222],"mined":[223],"remain":[226],"rightchoice":[228],"elsewhere.":[229]},"counts_by_year":[],"updated_date":"2026-10-28T10:33:24.094632","created_date":"2026-08-17T00:00:00"}