{"id":"https://openalex.org/W4396819963","doi":"https://doi.org/10.1145/3626772.3657864","title":"Ranked List Truncation for Large Language Model-based Re-Ranking","display_name":"Ranked List Truncation for Large Language Model-based Re-Ranking","publication_year":2024,"publication_date":"2024-07-10","ids":{"openalex":"https://openalex.org/W4396819963","doi":"https://doi.org/10.1145/3626772.3657864"},"language":"en","primary_location":{"id":"doi:10.1145/3626772.3657864","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3626772.3657864","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","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":["arxiv","crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1145/3626772.3657864","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5091990151","display_name":"Chuan Meng","orcid":"https://orcid.org/0000-0002-1434-7596"},"institutions":[{"id":"https://openalex.org/I151746483","display_name":"University of Waterloo","ror":"https://ror.org/01aff2v68","country_code":"CA","type":"education","lineage":["https://openalex.org/I151746483"]},{"id":"https://openalex.org/I4210135670","display_name":"Amsterdam University of the Arts","ror":"https://ror.org/04dde1554","country_code":"NL","type":"education","lineage":["https://openalex.org/I4210135670"]},{"id":"https://openalex.org/I887064364","display_name":"University of Amsterdam","ror":"https://ror.org/04dkp9463","country_code":"NL","type":"education","lineage":["https://openalex.org/I887064364"]}],"countries":["CA","NL"],"is_corresponding":true,"raw_author_name":"Chuan Meng","raw_affiliation_strings":["University of Amsterdam, Amsterdam, Netherlands","of , The","University of Waterloo Waterloo, Canada","University of Amsterdam Amsterdam, The Netherlands",", The"],"affiliations":[{"raw_affiliation_string":"University of Amsterdam, Amsterdam, Netherlands","institution_ids":["https://openalex.org/I4210135670","https://openalex.org/I887064364"]},{"raw_affiliation_string":"of , The","institution_ids":[]},{"raw_affiliation_string":"University of Waterloo Waterloo, Canada","institution_ids":["https://openalex.org/I151746483"]},{"raw_affiliation_string":"University of Amsterdam Amsterdam, The Netherlands","institution_ids":["https://openalex.org/I887064364"]},{"raw_affiliation_string":", The","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049487742","display_name":"Negar Arabzadeh","orcid":"https://orcid.org/0000-0002-4411-7089"},"institutions":[{"id":"https://openalex.org/I151746483","display_name":"University of Waterloo","ror":"https://ror.org/01aff2v68","country_code":"CA","type":"education","lineage":["https://openalex.org/I151746483"]},{"id":"https://openalex.org/I887064364","display_name":"University of Amsterdam","ror":"https://ror.org/04dkp9463","country_code":"NL","type":"education","lineage":["https://openalex.org/I887064364"]}],"countries":["CA","NL"],"is_corresponding":false,"raw_author_name":"Negar Arabzadeh","raw_affiliation_strings":["University of Waterloo, Waterloo, Canada",", The","of , The","University of Amsterdam Amsterdam, The Netherlands"],"affiliations":[{"raw_affiliation_string":"University of Waterloo, Waterloo, Canada","institution_ids":["https://openalex.org/I151746483"]},{"raw_affiliation_string":", The","institution_ids":[]},{"raw_affiliation_string":"of , The","institution_ids":[]},{"raw_affiliation_string":"University of Amsterdam Amsterdam, The Netherlands","institution_ids":["https://openalex.org/I887064364"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059759006","display_name":"Arian Askari","orcid":"https://orcid.org/0000-0003-4712-832X"},"institutions":[{"id":"https://openalex.org/I121797337","display_name":"Leiden University","ror":"https://ror.org/027bh9e22","country_code":"NL","type":"education","lineage":["https://openalex.org/I121797337"]},{"id":"https://openalex.org/I151746483","display_name":"University of Waterloo","ror":"https://ror.org/01aff2v68","country_code":"CA","type":"education","lineage":["https://openalex.org/I151746483"]},{"id":"https://openalex.org/I887064364","display_name":"University of Amsterdam","ror":"https://ror.org/04dkp9463","country_code":"NL","type":"education","lineage":["https://openalex.org/I887064364"]}],"countries":["CA","NL"],"is_corresponding":false,"raw_author_name":"Arian Askari","raw_affiliation_strings":["Leiden University, Leiden, Netherlands","University of Waterloo Waterloo, Canada",", The","of , The","University of Amsterdam Amsterdam, The Netherlands"],"affiliations":[{"raw_affiliation_string":"Leiden University, Leiden, Netherlands","institution_ids":["https://openalex.org/I121797337"]},{"raw_affiliation_string":"University of Waterloo Waterloo, Canada","institution_ids":["https://openalex.org/I151746483"]},{"raw_affiliation_string":", The","institution_ids":[]},{"raw_affiliation_string":"of , The","institution_ids":[]},{"raw_affiliation_string":"University of Amsterdam Amsterdam, The Netherlands","institution_ids":["https://openalex.org/I887064364"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063466614","display_name":"Mohammad Aliannejadi","orcid":"https://orcid.org/0000-0002-9447-4172"},"institutions":[{"id":"https://openalex.org/I151746483","display_name":"University of Waterloo","ror":"https://ror.org/01aff2v68","country_code":"CA","type":"education","lineage":["https://openalex.org/I151746483"]},{"id":"https://openalex.org/I887064364","display_name":"University of Amsterdam","ror":"https://ror.org/04dkp9463","country_code":"NL","type":"education","lineage":["https://openalex.org/I887064364"]}],"countries":["CA","NL"],"is_corresponding":false,"raw_author_name":"Mohammad Aliannejadi","raw_affiliation_strings":["University of Amsterdam, Amstedam, Netherlands","of , The","University of Waterloo Waterloo, Canada",", The","University of Amsterdam Amsterdam, The Netherlands"],"affiliations":[{"raw_affiliation_string":"University of Amsterdam, Amstedam, Netherlands","institution_ids":["https://openalex.org/I887064364"]},{"raw_affiliation_string":"of , The","institution_ids":[]},{"raw_affiliation_string":"University of Waterloo Waterloo, Canada","institution_ids":["https://openalex.org/I151746483"]},{"raw_affiliation_string":", The","institution_ids":[]},{"raw_affiliation_string":"University of Amsterdam Amsterdam, The Netherlands","institution_ids":["https://openalex.org/I887064364"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5031439294","display_name":"Maarten de Rijke","orcid":"https://orcid.org/0000-0002-1086-0202"},"institutions":[{"id":"https://openalex.org/I151746483","display_name":"University of Waterloo","ror":"https://ror.org/01aff2v68","country_code":"CA","type":"education","lineage":["https://openalex.org/I151746483"]},{"id":"https://openalex.org/I4210135670","display_name":"Amsterdam University of the Arts","ror":"https://ror.org/04dde1554","country_code":"NL","type":"education","lineage":["https://openalex.org/I4210135670"]},{"id":"https://openalex.org/I887064364","display_name":"University of Amsterdam","ror":"https://ror.org/04dkp9463","country_code":"NL","type":"education","lineage":["https://openalex.org/I887064364"]}],"countries":["CA","NL"],"is_corresponding":false,"raw_author_name":"Maarten de Rijke","raw_affiliation_strings":["University of Amsterdam, Amsterdam, Netherlands","University of Waterloo Waterloo, Canada","University of Amsterdam Amsterdam, The Netherlands",", The","of , The"],"affiliations":[{"raw_affiliation_string":"University of Amsterdam, Amsterdam, Netherlands","institution_ids":["https://openalex.org/I4210135670","https://openalex.org/I887064364"]},{"raw_affiliation_string":"University of Waterloo Waterloo, Canada","institution_ids":["https://openalex.org/I151746483"]},{"raw_affiliation_string":"University of Amsterdam Amsterdam, The Netherlands","institution_ids":["https://openalex.org/I887064364"]},{"raw_affiliation_string":", The","institution_ids":[]},{"raw_affiliation_string":"of , The","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5091990151"],"corresponding_institution_ids":["https://openalex.org/I151746483","https://openalex.org/I4210135670","https://openalex.org/I887064364"],"apc_list":null,"apc_paid":null,"fwci":6.0854,"has_fulltext":true,"cited_by_count":18,"citation_normalized_percentile":{"value":0.96739716,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"141","last_page":"151"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","score":0.9973999857902527,"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":0.9973999857902527,"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/T11550","display_name":"Text and Document Classification Technologies","score":0.9957000017166138,"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/T10181","display_name":"Natural Language Processing Techniques","score":0.991599977016449,"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":0.7231401205062866},{"id":"https://openalex.org/keywords/ranking","display_name":"Ranking (information retrieval)","score":0.681244432926178},{"id":"https://openalex.org/keywords/truncation","display_name":"Truncation (statistics)","score":0.6346585154533386},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.3907839059829712},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.35619401931762695},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.17077791690826416}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7231401205062866},{"id":"https://openalex.org/C189430467","wikidata":"https://www.wikidata.org/wiki/Q7293293","display_name":"Ranking (information retrieval)","level":2,"score":0.681244432926178},{"id":"https://openalex.org/C106195933","wikidata":"https://www.wikidata.org/wiki/Q7847935","display_name":"Truncation (statistics)","level":2,"score":0.6346585154533386},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.3907839059829712},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.35619401931762695},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.17077791690826416}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1145/3626772.3657864","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3626772.3657864","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","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:arXiv.org:2404.18185","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2404.18185","pdf_url":"https://arxiv.org/pdf/2404.18185","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":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},{"id":"pmh:oai:dare.uva.nl:openaire/f56da34d-5fe0-4b53-8071-84ef02097459","is_oa":true,"landing_page_url":"https://handle.uba.uva.nl/personal/pure/en/publications/ranked-list-truncation-for-large-language-modelbased-reranking(f56da34d-5fe0-4b53-8071-84ef02097459).html","pdf_url":"https://pure.uva.nl/ws/files/244503007/3626772.3657864.pdf","source":{"id":"https://openalex.org/S4306400088","display_name":"UvA-DARE (University of Amsterdam)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I887064364","host_organization_name":"University of Amsterdam","host_organization_lineage":["https://openalex.org/I887064364"],"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":"Meng, C, Arabzadeh, N, Askari, A, Aliannejadi, M & de Rijke, M 2024, Ranked List Truncation for Large Language Model-based Re-Ranking. in SIGIR '24 : Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval : July 14-18, 2024, Washington, DC, USA. Association for Computing Machinery, New York, NY, pp. 141-151, 47th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2024, Washington, United States, 14/07/24. https://doi.org/10.1145/3626772.3657864","raw_type":"info:eu-repo/semantics/publishedVersion"}],"best_oa_location":{"id":"doi:10.1145/3626772.3657864","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3626772.3657864","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","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"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1426318481","display_name":null,"funder_award_id":"grant","funder_id":"https://openalex.org/F4320322725","funder_display_name":"China Scholarship Council"},{"id":"https://openalex.org/G2289169492","display_name":"Fairness and Intersectional Non-Discrimination in Human Recommendation","funder_award_id":"101070212","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G2300736770","display_name":null,"funder_award_id":"(CSC)","funder_id":"https://openalex.org/F4320322725","funder_display_name":"China Scholarship Council"},{"id":"https://openalex.org/G4132985236","display_name":null,"funder_award_id":"unknown","funder_id":"https://openalex.org/F4320322725","funder_display_name":"China Scholarship Council"},{"id":"https://openalex.org/G5550786340","display_name":null,"funder_award_id":"024.004.022","funder_id":"https://openalex.org/F4320321800","funder_display_name":"Nederlandse Organisatie voor Wetenschappelijk Onderzoek"},{"id":"https://openalex.org/G6009445997","display_name":null,"funder_award_id":"unknown","funder_id":"https://openalex.org/F4320321800","funder_display_name":"Nederlandse Organisatie voor Wetenschappelijk Onderzoek"},{"id":"https://openalex.org/G6026568282","display_name":"Where do the birds go? Multi-isotopic tracing of European-breeding migratory birds","funder_award_id":"220041","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G6280615682","display_name":null,"funder_award_id":"NWA.1389.20.183","funder_id":"https://openalex.org/F4320321800","funder_display_name":"Nederlandse Organisatie voor Wetenschappelijk Onderzoek"},{"id":"https://openalex.org/G629491556","display_name":null,"funder_award_id":"(NWO)","funder_id":"https://openalex.org/F4320321800","funder_display_name":"Nederlandse Organisatie voor Wetenschappelijk Onderzoek"},{"id":"https://openalex.org/G6640760388","display_name":null,"funder_award_id":"KICH3.LTP.20.006","funder_id":"https://openalex.org/F4320321800","funder_display_name":"Nederlandse Organisatie voor Wetenschappelijk Onderzoek"},{"id":"https://openalex.org/G8318064016","display_name":null,"funder_award_id":"Horizon","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G8589651859","display_name":null,"funder_award_id":"China","funder_id":"https://openalex.org/F4320322725","funder_display_name":"China Scholarship Council"}],"funders":[{"id":"https://openalex.org/F4320318547","display_name":"Baidu","ror":"https://ror.org/03vs3wt56"},{"id":"https://openalex.org/F4320320300","display_name":"European Commission","ror":"https://ror.org/00k4n6c32"},{"id":"https://openalex.org/F4320321800","display_name":"Nederlandse Organisatie voor Wetenschappelijk Onderzoek","ror":"https://ror.org/04jsz6e67"},{"id":"https://openalex.org/F4320322725","display_name":"China Scholarship Council","ror":"https://ror.org/04atp4p48"},{"id":"https://openalex.org/F4320334322","display_name":"HORIZON EUROPE Framework Programme","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":41,"referenced_works":["https://openalex.org/W1994915827","https://openalex.org/W2000431947","https://openalex.org/W2078136197","https://openalex.org/W2091379987","https://openalex.org/W2092020620","https://openalex.org/W2097670688","https://openalex.org/W2134195052","https://openalex.org/W2154610494","https://openalex.org/W2531355666","https://openalex.org/W2976611402","https://openalex.org/W2998083599","https://openalex.org/W3034212969","https://openalex.org/W3034739704","https://openalex.org/W3035183674","https://openalex.org/W3045033475","https://openalex.org/W3100107515","https://openalex.org/W3104738015","https://openalex.org/W3105107530","https://openalex.org/W3130670692","https://openalex.org/W3152943448","https://openalex.org/W3153557349","https://openalex.org/W3155601106","https://openalex.org/W3213719910","https://openalex.org/W4220860361","https://openalex.org/W4234620507","https://openalex.org/W4252076394","https://openalex.org/W4284664419","https://openalex.org/W4284698659","https://openalex.org/W4285078071","https://openalex.org/W4292433389","https://openalex.org/W4293248759","https://openalex.org/W4376621561","https://openalex.org/W4377217558","https://openalex.org/W4385572760","https://openalex.org/W4385573057","https://openalex.org/W4387847071","https://openalex.org/W4389518726","https://openalex.org/W4389523765","https://openalex.org/W4393074478","https://openalex.org/W4400525513","https://openalex.org/W4401043313"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2118564381","https://openalex.org/W2163901716","https://openalex.org/W2152204162","https://openalex.org/W2739821120","https://openalex.org/W2150136235","https://openalex.org/W2026095310","https://openalex.org/W2140661912","https://openalex.org/W2056806613","https://openalex.org/W2153069032"],"abstract_inverted_index":{"We":[0,156,180],"study":[1],"ranked":[2],"list":[3,19],"truncation":[4],"(RLT)":[5],"from":[6,113],"a":[7,41,44],"novel":[8],"retrieve-then-re-rank":[9],"perspective,":[10],"where":[11],"we":[12,76,96],"optimize":[13],"re-ranking":[14,22,28,33,54,125],"by":[15,35],"truncating":[16],"the":[17,50,82,110,121,132,146,160,188],"retrieved":[18],"(i.e.,":[20],"trim":[21],"candidates).":[23],"RLT":[24,65,79,104,118,141,154,170,185],"is":[25,60],"crucial":[26],"for":[27,105,172],"as":[29],"it":[30],"can":[31],"improve":[32,53],"efficiency":[34],"sending":[36],"variable-length":[37],"candidate":[38],"lists":[39],"to":[40,52,67,98,109],"re-ranker":[42],"on":[43,103,140,153,159],"per-query":[45],"basis.":[46],"It":[47],"also":[48],"has":[49],"potential":[51],"effectiveness.":[55],"Despite":[56],"its":[57],"importance,":[58],"there":[59],"limited":[61],"research":[62,74],"into":[63,184],"applying":[64],"methods":[66,80,119,171,186],"this":[68,73],"new":[69,182],"perspective.":[70],"To":[71],"address":[72],"gap,":[75],"reproduce":[77],"existing":[78],"in":[81,120,187],"context":[83,122,189],"of":[84,123,134,137,148,151,190],"re-ranking,":[85],"especially":[86],"newly":[87],"emerged":[88],"large":[89],"language":[90],"model":[91],"(LLM)-based":[92],"re-ranking.":[93,191],"In":[94],"particular,":[95],"examine":[97],"what":[99],"extent":[100],"established":[101],"findings":[102],"retrieval":[106],"are":[107],"generalizable":[108],"\"retrieve-then-re-rank\"":[111],"setup":[112],"three":[114],"perspectives:":[115],"(i)":[116],"assessing":[117],"LLM-based":[124],"with":[126],"lexical":[127],"first-stage":[128,138],"retrieval,":[129],"(ii)":[130],"investigating":[131,145,168],"impact":[133,147],"different":[135,149],"types":[136,150],"retrievers":[139,176],"methods,":[142],"and":[143,163,177],"(iii)":[144],"re-rankers":[152],"methods.":[155],"perform":[157],"experiments":[158],"TREC":[161],"2019":[162],"2020":[164],"deep":[165],"learning":[166],"tracks,":[167],"8":[169],"pipelines":[173],"involving":[174],"3":[175],"2":[178],"re-rankers.":[179],"reach":[181],"insights":[183]},"counts_by_year":[{"year":2025,"cited_by_count":16},{"year":2024,"cited_by_count":2}],"updated_date":"2026-04-14T08:04:32.555800","created_date":"2025-10-10T00:00:00"}