{"id":"https://openalex.org/W7125006845","doi":"https://doi.org/10.1007/s11280-025-01399-z","title":"Toward real-world Table Agents: capabilities, workflows, and design principles for LLM-based table intelligence","display_name":"Toward real-world Table Agents: capabilities, workflows, and design principles for LLM-based table intelligence","publication_year":2026,"publication_date":"2026-01-20","ids":{"openalex":"https://openalex.org/W7125006845","doi":"https://doi.org/10.1007/s11280-025-01399-z"},"language":"en","primary_location":{"id":"doi:10.1007/s11280-025-01399-z","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11280-025-01399-z","pdf_url":null,"source":{"id":"https://openalex.org/S129236917","display_name":"World Wide Web","issn_l":"1386-145X","issn":["1386-145X","1573-1413"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"World Wide Web","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5123407794","display_name":"Jiaming Tian","orcid":null},"institutions":[{"id":"https://openalex.org/I55712492","display_name":"Zhejiang University of Technology","ror":"https://ror.org/02djqfd08","country_code":"CN","type":"education","lineage":["https://openalex.org/I55712492"]},{"id":"https://openalex.org/I168879160","display_name":"Zhejiang University of Science and Technology","ror":"https://ror.org/05mx0wr29","country_code":"CN","type":"education","lineage":["https://openalex.org/I168879160"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiaming Tian","raw_affiliation_strings":["College of Computer Science and Technology, Zhejiang University, No. 38, Zheda Road, Xihu District, Hangzhou, 310027, Zhejiang, China"],"affiliations":[{"raw_affiliation_string":"College of Computer Science and Technology, Zhejiang University, No. 38, Zheda Road, Xihu District, Hangzhou, 310027, Zhejiang, China","institution_ids":["https://openalex.org/I55712492","https://openalex.org/I168879160"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086818432","display_name":"L. Li","orcid":null},"institutions":[{"id":"https://openalex.org/I55712492","display_name":"Zhejiang University of Technology","ror":"https://ror.org/02djqfd08","country_code":"CN","type":"education","lineage":["https://openalex.org/I55712492"]},{"id":"https://openalex.org/I168879160","display_name":"Zhejiang University of Science and Technology","ror":"https://ror.org/05mx0wr29","country_code":"CN","type":"education","lineage":["https://openalex.org/I168879160"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Liyao Li","raw_affiliation_strings":["College of Computer Science and Technology, Zhejiang University, No. 38, Zheda Road, Xihu District, Hangzhou, 310027, Zhejiang, China"],"affiliations":[{"raw_affiliation_string":"College of Computer Science and Technology, Zhejiang University, No. 38, Zheda Road, Xihu District, Hangzhou, 310027, Zhejiang, China","institution_ids":["https://openalex.org/I55712492","https://openalex.org/I168879160"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109667616","display_name":"Wentao Ye","orcid":"https://orcid.org/0009-0004-2608-1037"},"institutions":[{"id":"https://openalex.org/I55712492","display_name":"Zhejiang University of Technology","ror":"https://ror.org/02djqfd08","country_code":"CN","type":"education","lineage":["https://openalex.org/I55712492"]},{"id":"https://openalex.org/I168879160","display_name":"Zhejiang University of Science and Technology","ror":"https://ror.org/05mx0wr29","country_code":"CN","type":"education","lineage":["https://openalex.org/I168879160"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wentao Ye","raw_affiliation_strings":["College of Computer Science and Technology, Zhejiang University, No. 38, Zheda Road, Xihu District, Hangzhou, 310027, Zhejiang, China"],"affiliations":[{"raw_affiliation_string":"College of Computer Science and Technology, Zhejiang University, No. 38, Zheda Road, Xihu District, Hangzhou, 310027, Zhejiang, China","institution_ids":["https://openalex.org/I55712492","https://openalex.org/I168879160"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100765050","display_name":"Haobo Wang","orcid":"https://orcid.org/0000-0002-7542-5105"},"institutions":[{"id":"https://openalex.org/I55712492","display_name":"Zhejiang University of Technology","ror":"https://ror.org/02djqfd08","country_code":"CN","type":"education","lineage":["https://openalex.org/I55712492"]},{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Haobo Wang","raw_affiliation_strings":["College of Software Technology, Zhejiang University, 866 Yuhangtang Rd, Hangzhou, 315048, Zhejiang, China"],"affiliations":[{"raw_affiliation_string":"College of Software Technology, Zhejiang University, 866 Yuhangtang Rd, Hangzhou, 315048, Zhejiang, China","institution_ids":["https://openalex.org/I55712492","https://openalex.org/I76130692"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082816064","display_name":"L. Wang","orcid":null},"institutions":[{"id":"https://openalex.org/I55712492","display_name":"Zhejiang University of Technology","ror":"https://ror.org/02djqfd08","country_code":"CN","type":"education","lineage":["https://openalex.org/I55712492"]},{"id":"https://openalex.org/I168879160","display_name":"Zhejiang University of Science and Technology","ror":"https://ror.org/05mx0wr29","country_code":"CN","type":"education","lineage":["https://openalex.org/I168879160"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lingxin Wang","raw_affiliation_strings":["College of Computer Science and Technology, Zhejiang University, No. 38, Zheda Road, Xihu District, Hangzhou, 310027, Zhejiang, China"],"affiliations":[{"raw_affiliation_string":"College of Computer Science and Technology, Zhejiang University, No. 38, Zheda Road, Xihu District, Hangzhou, 310027, Zhejiang, China","institution_ids":["https://openalex.org/I55712492","https://openalex.org/I168879160"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5123433424","display_name":"Lihua Yu","orcid":null},"institutions":[{"id":"https://openalex.org/I917184967","display_name":"Bank of China","ror":"https://ror.org/02mt4s337","country_code":"CN","type":"other","lineage":["https://openalex.org/I917184967"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lihua Yu","raw_affiliation_strings":["Information Technology Department, Bank of Hangzhou Co Ltd, No. 168 Jiefang East Road, Shangcheng District, Hangzhou, 310006, Zhejiang, China"],"affiliations":[{"raw_affiliation_string":"Information Technology Department, Bank of Hangzhou Co Ltd, No. 168 Jiefang East Road, Shangcheng District, Hangzhou, 310006, Zhejiang, China","institution_ids":["https://openalex.org/I917184967"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5123411284","display_name":"Zujie Ren","orcid":null},"institutions":[{"id":"https://openalex.org/I4210123185","display_name":"Zhejiang Lab","ror":"https://ror.org/02m2h7991","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210123185"]},{"id":"https://openalex.org/I55712492","display_name":"Zhejiang University of Technology","ror":"https://ror.org/02djqfd08","country_code":"CN","type":"education","lineage":["https://openalex.org/I55712492"]},{"id":"https://openalex.org/I168879160","display_name":"Zhejiang University of Science and Technology","ror":"https://ror.org/05mx0wr29","country_code":"CN","type":"education","lineage":["https://openalex.org/I168879160"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Zujie Ren","raw_affiliation_strings":["College of Computer Science and Technology, Zhejiang University, No. 38, Zheda Road, Xihu District, Hangzhou, 310027, Zhejiang, China","Information Technology Service Center, Zhejiang Lab, No. 1818, West Wen Yi Road, Artificial Intelligence Town, Yuhang District, Hangzhou, 311121, Zhejiang, China"],"affiliations":[{"raw_affiliation_string":"College of Computer Science and Technology, Zhejiang University, No. 38, Zheda Road, Xihu District, Hangzhou, 310027, Zhejiang, China","institution_ids":["https://openalex.org/I55712492","https://openalex.org/I168879160"]},{"raw_affiliation_string":"Information Technology Service Center, Zhejiang Lab, No. 1818, West Wen Yi Road, Artificial Intelligence Town, Yuhang District, Hangzhou, 311121, Zhejiang, China","institution_ids":["https://openalex.org/I4210123185"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005766078","display_name":"G. Chen","orcid":null},"institutions":[{"id":"https://openalex.org/I55712492","display_name":"Zhejiang University of Technology","ror":"https://ror.org/02djqfd08","country_code":"CN","type":"education","lineage":["https://openalex.org/I55712492"]},{"id":"https://openalex.org/I168879160","display_name":"Zhejiang University of Science and Technology","ror":"https://ror.org/05mx0wr29","country_code":"CN","type":"education","lineage":["https://openalex.org/I168879160"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Gang Chen","raw_affiliation_strings":["College of Computer Science and Technology, Zhejiang University, No. 38, Zheda Road, Xihu District, Hangzhou, 310027, Zhejiang, China"],"affiliations":[{"raw_affiliation_string":"College of Computer Science and Technology, Zhejiang University, No. 38, Zheda Road, Xihu District, Hangzhou, 310027, Zhejiang, China","institution_ids":["https://openalex.org/I55712492","https://openalex.org/I168879160"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5020162825","display_name":"Junbo Zhao","orcid":"https://orcid.org/0000-0002-5828-8102"},"institutions":[{"id":"https://openalex.org/I55712492","display_name":"Zhejiang University of Technology","ror":"https://ror.org/02djqfd08","country_code":"CN","type":"education","lineage":["https://openalex.org/I55712492"]},{"id":"https://openalex.org/I168879160","display_name":"Zhejiang University of Science and Technology","ror":"https://ror.org/05mx0wr29","country_code":"CN","type":"education","lineage":["https://openalex.org/I168879160"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Junbo Zhao","raw_affiliation_strings":["College of Computer Science and Technology, Zhejiang University, No. 38, Zheda Road, Xihu District, Hangzhou, 310027, Zhejiang, China"],"affiliations":[{"raw_affiliation_string":"College of Computer Science and Technology, Zhejiang University, No. 38, Zheda Road, Xihu District, Hangzhou, 310027, Zhejiang, China","institution_ids":["https://openalex.org/I55712492","https://openalex.org/I168879160"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":9,"corresponding_author_ids":["https://openalex.org/A5123411284"],"corresponding_institution_ids":["https://openalex.org/I168879160","https://openalex.org/I4210123185","https://openalex.org/I55712492"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.13086984,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"29","issue":"2","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11719","display_name":"Data Quality and Management","score":0.38269999623298645,"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"}},"topics":[{"id":"https://openalex.org/T11719","display_name":"Data Quality and Management","score":0.38269999623298645,"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"}},{"id":"https://openalex.org/T10350","display_name":"Electronic Health Records Systems","score":0.07639999687671661,"subfield":{"id":"https://openalex.org/subfields/3605","display_name":"Health Information Management"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T11948","display_name":"Machine Learning in Materials Science","score":0.0568000003695488,"subfield":{"id":"https://openalex.org/subfields/2505","display_name":"Materials Chemistry"},"field":{"id":"https://openalex.org/fields/25","display_name":"Materials Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/table","display_name":"Table (database)","score":0.9046000242233276},{"id":"https://openalex.org/keywords/executable","display_name":"Executable","score":0.6703000068664551},{"id":"https://openalex.org/keywords/decision-table","display_name":"Decision table","score":0.5824999809265137},{"id":"https://openalex.org/keywords/workflow","display_name":"Workflow","score":0.5184999704360962},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.49239999055862427},{"id":"https://openalex.org/keywords/table-of-contents","display_name":"Table of contents","score":0.3968000113964081},{"id":"https://openalex.org/keywords/semantic-gap","display_name":"Semantic gap","score":0.36160001158714294}],"concepts":[{"id":"https://openalex.org/C45235069","wikidata":"https://www.wikidata.org/wiki/Q278425","display_name":"Table (database)","level":2,"score":0.9046000242233276},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.869700014591217},{"id":"https://openalex.org/C160145156","wikidata":"https://www.wikidata.org/wiki/Q778586","display_name":"Executable","level":2,"score":0.6703000068664551},{"id":"https://openalex.org/C172967692","wikidata":"https://www.wikidata.org/wiki/Q747762","display_name":"Decision table","level":3,"score":0.5824999809265137},{"id":"https://openalex.org/C177212765","wikidata":"https://www.wikidata.org/wiki/Q627335","display_name":"Workflow","level":2,"score":0.5184999704360962},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.49239999055862427},{"id":"https://openalex.org/C68476402","wikidata":"https://www.wikidata.org/wiki/Q1456936","display_name":"Table of contents","level":2,"score":0.3968000113964081},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.3628999888896942},{"id":"https://openalex.org/C86034646","wikidata":"https://www.wikidata.org/wiki/Q474311","display_name":"Semantic gap","level":4,"score":0.36160001158714294},{"id":"https://openalex.org/C56949724","wikidata":"https://www.wikidata.org/wiki/Q219079","display_name":"Truth table","level":2,"score":0.35109999775886536},{"id":"https://openalex.org/C184337299","wikidata":"https://www.wikidata.org/wiki/Q1437428","display_name":"Semantics (computer science)","level":2,"score":0.33410000801086426},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.32339999079704285},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.3010999858379364},{"id":"https://openalex.org/C2775955345","wikidata":"https://www.wikidata.org/wiki/Q7449071","display_name":"Semantic mapping","level":2,"score":0.29910001158714294},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2881999909877777},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.2822999954223633},{"id":"https://openalex.org/C162319229","wikidata":"https://www.wikidata.org/wiki/Q175263","display_name":"Data structure","level":2,"score":0.2743000090122223},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.273499995470047},{"id":"https://openalex.org/C90312973","wikidata":"https://www.wikidata.org/wiki/Q7449052","display_name":"Semantic data model","level":2,"score":0.26820001006126404},{"id":"https://openalex.org/C2164484","wikidata":"https://www.wikidata.org/wiki/Q5170150","display_name":"Core (optical fiber)","level":2,"score":0.2563999891281128}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s11280-025-01399-z","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11280-025-01399-z","pdf_url":null,"source":{"id":"https://openalex.org/S129236917","display_name":"World Wide Web","issn_l":"1386-145X","issn":["1386-145X","1573-1413"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"World Wide Web","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","score":0.6265258193016052,"display_name":"Industry, innovation and infrastructure"}],"awards":[{"id":"https://openalex.org/G515494418","display_name":null,"funder_award_id":"U24A201401","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"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":82,"referenced_works":["https://openalex.org/W1777057198","https://openalex.org/W2042492403","https://openalex.org/W2890431379","https://openalex.org/W2951621897","https://openalex.org/W2956865104","https://openalex.org/W2963899988","https://openalex.org/W2970442801","https://openalex.org/W2970605129","https://openalex.org/W3035140194","https://openalex.org/W3035231859","https://openalex.org/W3082424964","https://openalex.org/W3101082165","https://openalex.org/W3103611182","https://openalex.org/W3116178420","https://openalex.org/W3116342879","https://openalex.org/W3129639992","https://openalex.org/W3145728363","https://openalex.org/W3158303960","https://openalex.org/W3165753548","https://openalex.org/W3174986053","https://openalex.org/W3194951844","https://openalex.org/W4205508242","https://openalex.org/W4210451781","https://openalex.org/W4281656839","https://openalex.org/W4281826654","https://openalex.org/W4285796263","https://openalex.org/W4318823263","https://openalex.org/W4320024133","https://openalex.org/W4381326864","https://openalex.org/W4382318227","https://openalex.org/W4385571810","https://openalex.org/W4385572953","https://openalex.org/W4385573185","https://openalex.org/W4385573499","https://openalex.org/W4387885999","https://openalex.org/W4388979610","https://openalex.org/W4389519120","https://openalex.org/W4389520155","https://openalex.org/W4389523875","https://openalex.org/W4389523882","https://openalex.org/W4389524074","https://openalex.org/W4389524197","https://openalex.org/W4390992049","https://openalex.org/W4391709246","https://openalex.org/W4392353733","https://openalex.org/W4392366650","https://openalex.org/W4393065402","https://openalex.org/W4398217596","https://openalex.org/W4398234583","https://openalex.org/W4399208468","https://openalex.org/W4399728725","https://openalex.org/W4400531953","https://openalex.org/W4400909566","https://openalex.org/W4400910547","https://openalex.org/W4401042314","https://openalex.org/W4401042369","https://openalex.org/W4401042660","https://openalex.org/W4402335446","https://openalex.org/W4402671133","https://openalex.org/W4402671591","https://openalex.org/W4402683793","https://openalex.org/W4402684297","https://openalex.org/W4403792205","https://openalex.org/W4404295757","https://openalex.org/W4404781813","https://openalex.org/W4404782579","https://openalex.org/W4406709267","https://openalex.org/W4406800520","https://openalex.org/W4409346543","https://openalex.org/W4409348195","https://openalex.org/W4409362830","https://openalex.org/W4409657286","https://openalex.org/W4410118875","https://openalex.org/W4411119471","https://openalex.org/W4411638721","https://openalex.org/W4412046594","https://openalex.org/W4412945204","https://openalex.org/W4413361512","https://openalex.org/W4415603724","https://openalex.org/W4415796951","https://openalex.org/W4415800790","https://openalex.org/W7109089714"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-04-09T08:11:56.329763","created_date":"2026-01-21T00:00:00"}
