{"id":"https://openalex.org/W4206995126","doi":"https://doi.org/10.1109/icdm51629.2021.00187","title":"Zero-shot Key Information Extraction from Mixed-Style Tables: Pre-training on Wikipedia","display_name":"Zero-shot Key Information Extraction from Mixed-Style Tables: Pre-training on Wikipedia","publication_year":2021,"publication_date":"2021-12-01","ids":{"openalex":"https://openalex.org/W4206995126","doi":"https://doi.org/10.1109/icdm51629.2021.00187"},"language":"en","primary_location":{"id":"doi:10.1109/icdm51629.2021.00187","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icdm51629.2021.00187","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 IEEE International Conference on Data Mining (ICDM)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5056986595","display_name":"Qingping Yang","orcid":"https://orcid.org/0000-0002-2557-8752"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210090176","display_name":"Institute of Computing Technology","ror":"https://ror.org/0090r4d87","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210090176"]},{"id":"https://openalex.org/I4210165038","display_name":"University of Chinese Academy of Sciences","ror":"https://ror.org/05qbk4x57","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165038"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qingping Yang","raw_affiliation_strings":["Key Lab of Intelligent Information Processing of Chinese Academy of Sciences Institute of Computing Technology CAS,Beijing,China,100190","University of Chinese Academy of Sciences, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Key Lab of Intelligent Information Processing of Chinese Academy of Sciences Institute of Computing Technology CAS,Beijing,China,100190","institution_ids":["https://openalex.org/I19820366","https://openalex.org/I4210090176"]},{"raw_affiliation_string":"University of Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210165038"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076539599","display_name":"Yingpeng Hu","orcid":"https://orcid.org/0000-0002-2936-900X"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210090176","display_name":"Institute of Computing Technology","ror":"https://ror.org/0090r4d87","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210090176"]},{"id":"https://openalex.org/I4210165038","display_name":"University of Chinese Academy of Sciences","ror":"https://ror.org/05qbk4x57","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165038"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yingpeng Hu","raw_affiliation_strings":["Key Lab of Intelligent Information Processing of Chinese Academy of Sciences Institute of Computing Technology CAS,Beijing,China,100190","University of Chinese Academy of Sciences, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Key Lab of Intelligent Information Processing of Chinese Academy of Sciences Institute of Computing Technology CAS,Beijing,China,100190","institution_ids":["https://openalex.org/I19820366","https://openalex.org/I4210090176"]},{"raw_affiliation_string":"University of Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210165038"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028500121","display_name":"Rongyu Cao","orcid":"https://orcid.org/0000-0002-3779-5885"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210090176","display_name":"Institute of Computing Technology","ror":"https://ror.org/0090r4d87","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210090176"]},{"id":"https://openalex.org/I4210165038","display_name":"University of Chinese Academy of Sciences","ror":"https://ror.org/05qbk4x57","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165038"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Rongyu Cao","raw_affiliation_strings":["Key Lab of Intelligent Information Processing of Chinese Academy of Sciences Institute of Computing Technology CAS,Beijing,China,100190","University of Chinese Academy of Sciences, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Key Lab of Intelligent Information Processing of Chinese Academy of Sciences Institute of Computing Technology CAS,Beijing,China,100190","institution_ids":["https://openalex.org/I19820366","https://openalex.org/I4210090176"]},{"raw_affiliation_string":"University of Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210165038"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101457260","display_name":"Hongwei Li","orcid":"https://orcid.org/0000-0002-8315-8297"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Hongwei Li","raw_affiliation_strings":["P.A.I. Ltd.,Research Department,Beijing,China,100025"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"P.A.I. Ltd.,Research Department,Beijing,China,100025","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100752685","display_name":"Ping Luo","orcid":"https://orcid.org/0000-0002-6645-4721"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210090176","display_name":"Institute of Computing Technology","ror":"https://ror.org/0090r4d87","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210090176"]},{"id":"https://openalex.org/I4210136793","display_name":"Peng Cheng Laboratory","ror":"https://ror.org/03qdqbt06","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210136793"]},{"id":"https://openalex.org/I4210165038","display_name":"University of Chinese Academy of Sciences","ror":"https://ror.org/05qbk4x57","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165038"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ping Luo","raw_affiliation_strings":["Key Lab of Intelligent Information Processing of Chinese Academy of Sciences Institute of Computing Technology CAS,Beijing,China,100190","Peng Cheng Laboratory, Shenzhen, China","University of Chinese Academy of Sciences, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Key Lab of Intelligent Information Processing of Chinese Academy of Sciences Institute of Computing Technology CAS,Beijing,China,100190","institution_ids":["https://openalex.org/I19820366","https://openalex.org/I4210090176"]},{"raw_affiliation_string":"Peng Cheng Laboratory, Shenzhen, China","institution_ids":["https://openalex.org/I4210136793"]},{"raw_affiliation_string":"University of Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210165038"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.1465,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.45208271,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"1451","last_page":"1456"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","score":0.9995999932289124,"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":0.9995999932289124,"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/T13083","display_name":"Advanced Text Analysis Techniques","score":0.9987999796867371,"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/T12016","display_name":"Web Data Mining and Analysis","score":0.9970999956130981,"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/computer-science","display_name":"Computer science","score":0.8331491351127625},{"id":"https://openalex.org/keywords/table","display_name":"Table (database)","score":0.7072858810424805},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.6601779460906982},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.6077483892440796},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5831412076950073},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5026345252990723},{"id":"https://openalex.org/keywords/focus","display_name":"Focus (optics)","score":0.49058714509010315},{"id":"https://openalex.org/keywords/zero","display_name":"Zero (linguistics)","score":0.45789793133735657},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.45597565174102783},{"id":"https://openalex.org/keywords/semantics","display_name":"Semantics (computer science)","score":0.4327217936515808},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.39599496126174927},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.324898362159729},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.11590540409088135}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8331491351127625},{"id":"https://openalex.org/C45235069","wikidata":"https://www.wikidata.org/wiki/Q278425","display_name":"Table (database)","level":2,"score":0.7072858810424805},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.6601779460906982},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.6077483892440796},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5831412076950073},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5026345252990723},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.49058714509010315},{"id":"https://openalex.org/C2780813799","wikidata":"https://www.wikidata.org/wiki/Q3274237","display_name":"Zero (linguistics)","level":2,"score":0.45789793133735657},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.45597565174102783},{"id":"https://openalex.org/C184337299","wikidata":"https://www.wikidata.org/wiki/Q1437428","display_name":"Semantics (computer science)","level":2,"score":0.4327217936515808},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.39599496126174927},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.324898362159729},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.11590540409088135},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icdm51629.2021.00187","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icdm51629.2021.00187","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 IEEE International Conference on Data Mining (ICDM)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.7300000190734863,"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320337504","display_name":"Research and Development","ror":"https://ror.org/027s68j25"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":32,"referenced_works":["https://openalex.org/W1501196368","https://openalex.org/W1522301498","https://openalex.org/W1836465849","https://openalex.org/W2032655922","https://openalex.org/W2041396272","https://openalex.org/W2132667892","https://openalex.org/W2139893662","https://openalex.org/W2150295085","https://openalex.org/W2163605009","https://openalex.org/W2251623545","https://openalex.org/W2425367731","https://openalex.org/W2474573819","https://openalex.org/W2788550262","https://openalex.org/W2805173585","https://openalex.org/W2896457183","https://openalex.org/W2914231536","https://openalex.org/W2963960318","https://openalex.org/W2997154779","https://openalex.org/W3003484198","https://openalex.org/W3008881932","https://openalex.org/W3034864438","https://openalex.org/W3035131649","https://openalex.org/W3035140194","https://openalex.org/W3099839495","https://openalex.org/W3104953317","https://openalex.org/W3176522074","https://openalex.org/W6631190155","https://openalex.org/W6638667902","https://openalex.org/W6680679778","https://openalex.org/W6682222085","https://openalex.org/W6684191040","https://openalex.org/W6720712767"],"related_works":["https://openalex.org/W4394360958","https://openalex.org/W2948670949","https://openalex.org/W4288047943","https://openalex.org/W2012531322","https://openalex.org/W2402761219","https://openalex.org/W2785900585","https://openalex.org/W2020521331","https://openalex.org/W101162712","https://openalex.org/W4256618828","https://openalex.org/W2786691313"],"abstract_inverted_index":{"Table,":[0],"widely":[1],"used":[2],"in":[3,53,64,99,105,145,164],"documents":[4],"from":[5,26,79,201,207],"various":[6],"vertical":[7],"domains,":[8],"is":[9,16,43],"a":[10,74,194],"compact":[11],"representation":[12],"of":[13,35,50,60,73,77,157],"data.":[14],"There":[15],"always":[17],"some":[18],"strong":[19],"demand":[20],"to":[21,39,69,153,172,183],"automatically":[22],"extract":[23,70,154],"key":[24,160],"information":[25,42],"tables":[27,130,200,217],"for":[28,226],"further":[29],"analysis.":[30],"In":[31],"addition,":[32],"the":[33,48,58,71,112,158,162,174,185,211,220,236],"set":[34,76],"keys":[36,52,78],"that":[37,219],"need":[38],"be":[40],"extracted":[41],"usually":[44],"time-varying,":[45],"which":[46,100],"arises":[47],"issue":[49],"zero-shot":[51,188,227],"this":[54,65,125,134],"situation.":[55],"To":[56,133],"increase":[57,233],"efficiency":[59],"these":[61],"knowledge":[62],"workers,":[63],"study":[66],"we":[67,123,136,190],"aim":[68],"values":[72,119],"given":[75,159],"tables.":[80,91],"Previous":[81],"table-related":[82],"studies":[83],"mainly":[84],"focus":[85],"on":[86,96,187,193,197,214],"relational,":[87],"entity,":[88],"and":[89,111,117,161,176,203],"matrix":[90],"However,":[92],"their":[93],"methods":[94],"fail":[95],"mixed-style":[97,129],"tables,":[98],"table":[101],"headers":[102,116],"might":[103],"exist":[104],"any":[106],"non-merged":[107],"or":[108],"merged":[109],"cell,":[110],"spatial":[113,175],"relationships":[114],"between":[115],"corresponding":[118],"are":[120],"diverse.":[121],"Here,":[122],"address":[124],"problem":[126],"while":[127],"taking":[128],"into":[131],"account.":[132],"end,":[135],"propose":[137],"an":[138],"end-to-end":[139],"neural-based":[140],"model,":[141],"called":[142],"Information":[143],"Extraction":[144],"Mixed-style":[146],"Table":[147],"(IEMT).":[148],"IEMT":[149,192],"first":[150],"uses":[151,169],"BERT":[152],"textual":[155,177],"semantics":[156],"words":[163],"each":[165],"cell.":[166],"Then,":[167],"it":[168],"multi-layer":[170],"CNN":[171],"capture":[173],"interactions":[178],"among":[179],"adjacent":[180],"cells.":[181],"Furthermore,":[182],"improve":[184],"accuracy":[186,225],"keys,":[189,228],"pre-train":[191],"dataset":[195],"constructed":[196],"0.4":[198],"million":[199,205],"Wikipedia":[202],"140":[204],"triplets":[206],"Ownthink.":[208],"Experiments":[209],"with":[210,235],"fine-tuning":[212],"step":[213],"26,869":[215],"financial":[216],"show":[218],"proposed":[221],"model":[222,237],"achieves":[223],"0.9323":[224],"obtaining":[229],"more":[230],"than":[231],"8%":[232],"compared":[234],"without":[238],"pre-training.":[239]},"counts_by_year":[{"year":2024,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}