{"id":"https://openalex.org/W4409657286","doi":"https://doi.org/10.1145/3696410.3714962","title":"SheetAgent: Towards a Generalist Agent for Spreadsheet Reasoning and Manipulation via Large Language Models","display_name":"SheetAgent: Towards a Generalist Agent for Spreadsheet Reasoning and Manipulation via Large Language Models","publication_year":2025,"publication_date":"2025-04-22","ids":{"openalex":"https://openalex.org/W4409657286","doi":"https://doi.org/10.1145/3696410.3714962"},"language":"en","primary_location":{"id":"doi:10.1145/3696410.3714962","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3696410.3714962","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3696410.3714962","source":null,"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the ACM on Web Conference 2025","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3696410.3714962","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5089034122","display_name":"Yibin Chen","orcid":"https://orcid.org/0000-0003-2985-6657"},"institutions":[{"id":"https://openalex.org/I162868743","display_name":"Tianjin University","ror":"https://ror.org/012tb2g32","country_code":"CN","type":"education","lineage":["https://openalex.org/I162868743"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yibin Chen","raw_affiliation_strings":["School of New Media and Communication, Tianjin University, Tianjin, China"],"raw_orcid":"https://orcid.org/0000-0003-2985-6657","affiliations":[{"raw_affiliation_string":"School of New Media and Communication, Tianjin University, Tianjin, China","institution_ids":["https://openalex.org/I162868743"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029674206","display_name":"Yifu Yuan","orcid":null},"institutions":[{"id":"https://openalex.org/I162868743","display_name":"Tianjin University","ror":"https://ror.org/012tb2g32","country_code":"CN","type":"education","lineage":["https://openalex.org/I162868743"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yifu Yuan","raw_affiliation_strings":["College of Intelligence and Computing, Tianjin University, Tianjin, China"],"raw_orcid":"https://orcid.org/0009-0009-2194-942X","affiliations":[{"raw_affiliation_string":"College of Intelligence and Computing, Tianjin University, Tianjin, China","institution_ids":["https://openalex.org/I162868743"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Zeyu Zhang","orcid":"https://orcid.org/0009-0005-2741-5331"},"institutions":[{"id":"https://openalex.org/I162868743","display_name":"Tianjin University","ror":"https://ror.org/012tb2g32","country_code":"CN","type":"education","lineage":["https://openalex.org/I162868743"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zeyu Zhang","raw_affiliation_strings":["College of Intelligence and Computing, Tianjin University, Tianjin, China"],"raw_orcid":"https://orcid.org/0009-0005-2741-5331","affiliations":[{"raw_affiliation_string":"College of Intelligence and Computing, Tianjin University, Tianjin, China","institution_ids":["https://openalex.org/I162868743"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084937471","display_name":"Yan Zheng","orcid":"https://orcid.org/0000-0003-2741-058X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Yan Zheng","raw_affiliation_strings":["School of New Media and Communication, Tianjin Unibersity, Tianjin, China"],"raw_orcid":"https://orcid.org/0000-0003-2741-058X","affiliations":[{"raw_affiliation_string":"School of New Media and Communication, Tianjin Unibersity, Tianjin, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100766553","display_name":"Jinyi Liu","orcid":"https://orcid.org/0000-0002-4537-348X"},"institutions":[{"id":"https://openalex.org/I162868743","display_name":"Tianjin University","ror":"https://ror.org/012tb2g32","country_code":"CN","type":"education","lineage":["https://openalex.org/I162868743"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jinyi Liu","raw_affiliation_strings":["College of Intelligence and Computing, Tianjin University, Tianjin, China"],"raw_orcid":"https://orcid.org/0000-0002-4537-348X","affiliations":[{"raw_affiliation_string":"College of Intelligence and Computing, Tianjin University, Tianjin, China","institution_ids":["https://openalex.org/I162868743"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071425300","display_name":"Fei Ni","orcid":null},"institutions":[{"id":"https://openalex.org/I162868743","display_name":"Tianjin University","ror":"https://ror.org/012tb2g32","country_code":"CN","type":"education","lineage":["https://openalex.org/I162868743"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Fei Ni","raw_affiliation_strings":["College of Intelligence and Computing, Tianjin University, Tianjin, China"],"raw_orcid":"https://orcid.org/0009-0007-5623-2782","affiliations":[{"raw_affiliation_string":"College of Intelligence and Computing, Tianjin University, Tianjin, China","institution_ids":["https://openalex.org/I162868743"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047509839","display_name":"Jianye Hao","orcid":"https://orcid.org/0000-0002-0422-8235"},"institutions":[{"id":"https://openalex.org/I162868743","display_name":"Tianjin University","ror":"https://ror.org/012tb2g32","country_code":"CN","type":"education","lineage":["https://openalex.org/I162868743"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jianye Hao","raw_affiliation_strings":["College of Intelligence and Computing, Tianjin University, Tianjin, China"],"raw_orcid":"https://orcid.org/0000-0002-0422-8235","affiliations":[{"raw_affiliation_string":"College of Intelligence and Computing, Tianjin University, Tianjin, China","institution_ids":["https://openalex.org/I162868743"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076505011","display_name":"Hangyu Mao","orcid":"https://orcid.org/0000-0002-4499-7581"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Hangyu Mao","raw_affiliation_strings":["Independent Researcher, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0002-4499-7581","affiliations":[{"raw_affiliation_string":"Independent Researcher, Beijing, China","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5015277567","display_name":"Fuzheng Zhang","orcid":"https://orcid.org/0009-0003-0413-8058"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Fuzheng Zhang","raw_affiliation_strings":["Independent Researcher, Beijing, China"],"raw_orcid":"https://orcid.org/0009-0003-0413-8058","affiliations":[{"raw_affiliation_string":"Independent Researcher, Beijing, China","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":true,"cited_by_count":9,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"158","last_page":"177"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","score":0.9983000159263611,"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":0.9983000159263611,"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":0.9911999702453613,"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/T11719","display_name":"Data Quality and Management","score":0.9846000075340271,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7760430574417114},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.6940068602561951},{"id":"https://openalex.org/keywords/generalist-and-specialist-species","display_name":"Generalist and specialist species","score":0.6617856025695801},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.36133506894111633},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.34965741634368896},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.3258403539657593}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7760430574417114},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.6940068602561951},{"id":"https://openalex.org/C45371612","wikidata":"https://www.wikidata.org/wiki/Q3058587","display_name":"Generalist and specialist species","level":3,"score":0.6617856025695801},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.36133506894111633},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.34965741634368896},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.3258403539657593},{"id":"https://openalex.org/C185933670","wikidata":"https://www.wikidata.org/wiki/Q52105","display_name":"Habitat","level":2,"score":0.0},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3696410.3714962","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3696410.3714962","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3696410.3714962","source":null,"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the ACM on Web Conference 2025","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3696410.3714962","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3696410.3714962","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3696410.3714962","source":null,"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the ACM on Web Conference 2025","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G325098684","display_name":null,"funder_award_id":"92370132","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3727355267","display_name":null,"funder_award_id":"2022ZD0116402","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G7742334228","display_name":null,"funder_award_id":"2024YFE0210900","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G8734799983","display_name":null,"funder_award_id":"62106172","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320335777","display_name":"National Key Research and Development Program of China","ror":null}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4409657286.pdf","grobid_xml":"https://content.openalex.org/works/W4409657286.grobid-xml"},"referenced_works_count":33,"referenced_works":["https://openalex.org/W2012401665","https://openalex.org/W2044102377","https://openalex.org/W2132525863","https://openalex.org/W2146105230","https://openalex.org/W2148437670","https://openalex.org/W2750779823","https://openalex.org/W2963532001","https://openalex.org/W2963899988","https://openalex.org/W2990138404","https://openalex.org/W3000499753","https://openalex.org/W3013586388","https://openalex.org/W3035140194","https://openalex.org/W3087108335","https://openalex.org/W3093787307","https://openalex.org/W3174809957","https://openalex.org/W4205807230","https://openalex.org/W4210451781","https://openalex.org/W4221143046","https://openalex.org/W4285045050","https://openalex.org/W4285269500","https://openalex.org/W4285272319","https://openalex.org/W4384642600","https://openalex.org/W4385570615","https://openalex.org/W4385572953","https://openalex.org/W4386566488","https://openalex.org/W4389520779","https://openalex.org/W4391054871","https://openalex.org/W4396723114","https://openalex.org/W4396758674","https://openalex.org/W4396758719","https://openalex.org/W4402753568","https://openalex.org/W6600018615","https://openalex.org/W6846178627"],"related_works":["https://openalex.org/W3135453479","https://openalex.org/W2306541987","https://openalex.org/W2947952289","https://openalex.org/W4322625948","https://openalex.org/W1986194836","https://openalex.org/W2896365120","https://openalex.org/W1986504168","https://openalex.org/W2095481932","https://openalex.org/W3173023979","https://openalex.org/W2013927084"],"abstract_inverted_index":{"Spreadsheets":[0],"are":[1,159,169],"ubiquitous":[2],"across":[3,16],"the":[4,58,61,83,96,162],"World":[5],"Wide":[6],"Web,":[7],"playing":[8],"a":[9,67,90],"critical":[10],"role":[11],"in":[12,37,146],"enhancing":[13],"work":[14],"efficiency":[15],"various":[17],"domains.":[18],"Large":[19],"language":[20],"model":[21],"(LLM)":[22],"has":[23,32],"been":[24,35],"recently":[25],"attempted":[26],"for":[27],"automatic":[28],"spreadsheet":[29,147],"manipulation":[30,49,76,116,148],"but":[31],"not":[33],"yet":[34],"investigated":[36],"complicated":[38],"and":[39,53,71,108,114,126,149,157,166],"realistic":[40],"tasks":[41,73],"where":[42],"reasoning":[43,52,113,125,153],"challenges":[44],"exist":[45],"(e.g.,":[46],"long":[47],"horizon":[48],"with":[50,60,74],"multi-step":[51],"ambiguous":[54],"requirements).":[55],"To":[56,81],"bridge":[57],"gap":[59],"real-world":[62],"requirements,":[63],"we":[64,86],"introduce":[65],"SheetRM,":[66],"benchmark":[68],"featuring":[69],"long-horizon":[70],"multi-category":[72],"reasoning-dependent":[75],"caused":[77],"by":[78],"real-life":[79],"challenges.":[80],"mitigate":[82],"above":[84],"challenges,":[85],"further":[87],"propose":[88],"SheetAgent,":[89],"novel":[91],"autonomous":[92],"agent":[93],"that":[94,131],"utilizes":[95],"power":[97],"of":[98,102],"LLMs.":[99],"SheetAgent":[100,132],"consists":[101],"three":[103],"collaborative":[104],"modules:":[105],"Planner,":[106],"Informer,":[107],"Retriever,":[109],"achieving":[110,143],"both":[111],"advanced":[112],"accurate":[115],"over":[117,141],"spreadsheets":[118],"without":[119],"human":[120],"interaction":[121],"through":[122],"iterative":[123],"task":[124],"reflection.":[127],"Extensive":[128],"experiments":[129],"demonstrate":[130],"delivers":[133],"20--40%":[134],"pass":[135],"rate":[136],"improvements":[137],"on":[138],"multiple":[139],"benchmarks":[140],"baselines,":[142],"enhanced":[144],"precision":[145],"demonstrating":[150],"superior":[151],"table":[152],"abilities.":[154],"More":[155],"details":[156],"visualizations":[158],"available":[160,170],"at":[161,171],"https://sheetagent.github.io/.":[163],"The":[164],"datasets":[165],"source":[167],"code":[168],"https://anonymous.4open.science/r/SheetAgent.":[172]},"counts_by_year":[{"year":2026,"cited_by_count":7},{"year":2025,"cited_by_count":2}],"updated_date":"2026-07-18T07:39:51.176621","created_date":"2025-10-10T00:00:00"}