{"id":"https://openalex.org/W2604259521","doi":"https://doi.org/10.1145/3183713.3183729","title":"Fonduer","display_name":"Fonduer","publication_year":2018,"publication_date":"2018-05-25","ids":{"openalex":"https://openalex.org/W2604259521","doi":"https://doi.org/10.1145/3183713.3183729","mag":"2604259521","pmid":"https://pubmed.ncbi.nlm.nih.gov/29937618"},"language":"en","primary_location":{"id":"doi:10.1145/3183713.3183729","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3183713.3183729","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2018 International Conference on Management of Data","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["arxiv","crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/1703.05028","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5033975637","display_name":"Sen Wu","orcid":"https://orcid.org/0000-0002-6133-4122"},"institutions":[{"id":"https://openalex.org/I97018004","display_name":"Stanford University","ror":"https://ror.org/00f54p054","country_code":"US","type":"education","lineage":["https://openalex.org/I97018004"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sen Wu","raw_affiliation_strings":["Stanford University, Stanford, CA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Stanford University, Stanford, CA, USA","institution_ids":["https://openalex.org/I97018004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001167913","display_name":"Luke Hsiao","orcid":null},"institutions":[{"id":"https://openalex.org/I97018004","display_name":"Stanford University","ror":"https://ror.org/00f54p054","country_code":"US","type":"education","lineage":["https://openalex.org/I97018004"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Luke Hsiao","raw_affiliation_strings":["Stanford University, Stanford, CA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Stanford University, Stanford, CA, USA","institution_ids":["https://openalex.org/I97018004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100568360","display_name":"Xiao Cheng","orcid":null},"institutions":[{"id":"https://openalex.org/I97018004","display_name":"Stanford University","ror":"https://ror.org/00f54p054","country_code":"US","type":"education","lineage":["https://openalex.org/I97018004"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Xiao Cheng","raw_affiliation_strings":["Stanford University, Stanford, CA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Stanford University, Stanford, CA, USA","institution_ids":["https://openalex.org/I97018004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056060162","display_name":"Braden Hancock","orcid":"https://orcid.org/0000-0003-3167-1053"},"institutions":[{"id":"https://openalex.org/I97018004","display_name":"Stanford University","ror":"https://ror.org/00f54p054","country_code":"US","type":"education","lineage":["https://openalex.org/I97018004"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Braden Hancock","raw_affiliation_strings":["Stanford University, Stanford, CA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Stanford University, Stanford, CA, USA","institution_ids":["https://openalex.org/I97018004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002060759","display_name":"Theodoros Rekatsinas","orcid":"https://orcid.org/0000-0001-6148-1854"},"institutions":[{"id":"https://openalex.org/I135310074","display_name":"University of Wisconsin\u2013Madison","ror":"https://ror.org/01y2jtd41","country_code":"US","type":"education","lineage":["https://openalex.org/I135310074"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Theodoros Rekatsinas","raw_affiliation_strings":["University of Wisconsin-Madison, Madison, WI, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Wisconsin-Madison, Madison, WI, USA","institution_ids":["https://openalex.org/I135310074"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060306684","display_name":"Philip Levis","orcid":"https://orcid.org/0000-0003-2934-2701"},"institutions":[{"id":"https://openalex.org/I97018004","display_name":"Stanford University","ror":"https://ror.org/00f54p054","country_code":"US","type":"education","lineage":["https://openalex.org/I97018004"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Philip Levis","raw_affiliation_strings":["Stanford University, Stanford, CA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Stanford University, Stanford, CA, USA","institution_ids":["https://openalex.org/I97018004"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5103852640","display_name":"Christopher R\u00e9","orcid":null},"institutions":[{"id":"https://openalex.org/I97018004","display_name":"Stanford University","ror":"https://ror.org/00f54p054","country_code":"US","type":"education","lineage":["https://openalex.org/I97018004"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Christopher R\u00e9","raw_affiliation_strings":["Stanford University, Stanford, CA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Stanford University, Stanford, CA, USA","institution_ids":["https://openalex.org/I97018004"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":6.5645,"has_fulltext":false,"cited_by_count":78,"citation_normalized_percentile":{"value":0.97400903,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":100},"biblio":{"volume":"2018","issue":null,"first_page":"1301","last_page":"1316"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","score":0.9998999834060669,"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":0.9998999834060669,"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":0.9997000098228455,"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/T10215","display_name":"Semantic Web and Ontologies","score":0.9973000288009644,"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":0.8214192986488342},{"id":"https://openalex.org/keywords/usability","display_name":"Usability","score":0.5895227193832397},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.5853254795074463},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5482355952262878},{"id":"https://openalex.org/keywords/focus","display_name":"Focus (optics)","score":0.5195353627204895},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.5139743685722351},{"id":"https://openalex.org/keywords/variety","display_name":"Variety (cybernetics)","score":0.5020809173583984},{"id":"https://openalex.org/keywords/knowledge-base","display_name":"Knowledge base","score":0.49863743782043457},{"id":"https://openalex.org/keywords/modalities","display_name":"Modalities","score":0.4888696074485779},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.43341463804244995},{"id":"https://openalex.org/keywords/external-data-representation","display_name":"External Data Representation","score":0.4303867518901825},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3834264278411865},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.35697779059410095},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.22823646664619446}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8214192986488342},{"id":"https://openalex.org/C170130773","wikidata":"https://www.wikidata.org/wiki/Q216378","display_name":"Usability","level":2,"score":0.5895227193832397},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.5853254795074463},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5482355952262878},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.5195353627204895},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.5139743685722351},{"id":"https://openalex.org/C136197465","wikidata":"https://www.wikidata.org/wiki/Q1729295","display_name":"Variety (cybernetics)","level":2,"score":0.5020809173583984},{"id":"https://openalex.org/C4554734","wikidata":"https://www.wikidata.org/wiki/Q593744","display_name":"Knowledge base","level":2,"score":0.49863743782043457},{"id":"https://openalex.org/C2779903281","wikidata":"https://www.wikidata.org/wiki/Q6888026","display_name":"Modalities","level":2,"score":0.4888696074485779},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.43341463804244995},{"id":"https://openalex.org/C116409475","wikidata":"https://www.wikidata.org/wiki/Q1385056","display_name":"External Data Representation","level":2,"score":0.4303867518901825},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3834264278411865},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.35697779059410095},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.22823646664619446},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","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/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"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/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"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/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","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}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.1145/3183713.3183729","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3183713.3183729","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2018 International Conference on Management of Data","raw_type":"proceedings-article"},{"id":"pmid:29937618","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/29937618","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings. ACM-SIGMOD International Conference on Management of Data","raw_type":null},{"id":"pmh:oai:arXiv.org:1703.05028","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1703.05028","pdf_url":"https://arxiv.org/pdf/1703.05028","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},{"id":"pmh:oai:europepmc.org:4963789","is_oa":false,"landing_page_url":"http://europepmc.org/pmc/articles/PMC6013301","pdf_url":null,"source":{"id":"https://openalex.org/S4306400806","display_name":"Europe PMC (PubMed Central)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1303153112","host_organization_name":"European Bioinformatics Institute","host_organization_lineage":["https://openalex.org/I1303153112"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Text"},{"id":"pmh:oai:pubmedcentral.nih.gov:6013301","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/6013301","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Proc ACM SIGMOD Int Conf Manag Data","raw_type":"Text"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:1703.05028","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1703.05028","pdf_url":"https://arxiv.org/pdf/1703.05028","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G6968819193","display_name":null,"funder_award_id":"U54 EB020405","funder_id":"https://openalex.org/F4320337363","funder_display_name":"National Institute of Biomedical Imaging and Bioengineering"}],"funders":[{"id":"https://openalex.org/F4320337363","display_name":"National Institute of Biomedical Imaging and Bioengineering","ror":"https://ror.org/00372qc85"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":55,"referenced_works":["https://openalex.org/W1435924991","https://openalex.org/W1512387364","https://openalex.org/W1553229631","https://openalex.org/W1909019684","https://openalex.org/W1934084512","https://openalex.org/W1941659294","https://openalex.org/W2016753842","https://openalex.org/W2042448356","https://openalex.org/W2045495924","https://openalex.org/W2051075975","https://openalex.org/W2064675550","https://openalex.org/W2094728533","https://openalex.org/W2095680579","https://openalex.org/W2102189859","https://openalex.org/W2107598941","https://openalex.org/W2114544510","https://openalex.org/W2115613106","https://openalex.org/W2116868464","https://openalex.org/W2121871415","https://openalex.org/W2122585011","https://openalex.org/W2124576009","https://openalex.org/W2127069089","https://openalex.org/W2130186082","https://openalex.org/W2133564696","https://openalex.org/W2143430537","https://openalex.org/W2143612262","https://openalex.org/W2146753709","https://openalex.org/W2152135319","https://openalex.org/W2158139315","https://openalex.org/W2171278097","https://openalex.org/W2181502022","https://openalex.org/W2184860929","https://openalex.org/W2251419334","https://openalex.org/W2251623545","https://openalex.org/W2251812060","https://openalex.org/W2251960799","https://openalex.org/W2404161646","https://openalex.org/W2525778437","https://openalex.org/W2565515778","https://openalex.org/W2769041395","https://openalex.org/W2805259170","https://openalex.org/W2903158431","https://openalex.org/W2919115771","https://openalex.org/W2950752421","https://openalex.org/W2959716049","https://openalex.org/W2962915384","https://openalex.org/W2964224278","https://openalex.org/W2964244261","https://openalex.org/W4235216760","https://openalex.org/W4252980914","https://openalex.org/W4254306158","https://openalex.org/W6640479084","https://openalex.org/W6674674992","https://openalex.org/W6678896925","https://openalex.org/W6686502137"],"related_works":["https://openalex.org/W4389670110","https://openalex.org/W2429057255","https://openalex.org/W2187546663","https://openalex.org/W148745890","https://openalex.org/W2611942503","https://openalex.org/W4315621326","https://openalex.org/W2899790217","https://openalex.org/W2598865957","https://openalex.org/W2295405411","https://openalex.org/W2355172082"],"abstract_inverted_index":{"We":[0,38,147,158,195,210],"focus":[1],"on":[2,114,170,230],"knowledge":[3,176,193],"base":[4],"construction":[5],"(KBC)":[6],"from":[7,15,21,95],"richly":[8,22,46,62,96],"formatted":[9,23,47,63,97],"data.":[10,48,98],"In":[11],"contrast":[12],"to":[13,26,81,89,92,109,119,183,190,201,224],"KBC":[14,20,43,127,130,152,226,240],"text":[16],"or":[17],"tabular":[18],"data,":[19],"data":[24,53,73],"aims":[25],"extract":[27,93],"relations":[28,94],"conveyed":[29],"jointly":[30],"via":[31],"textual,":[32],"structural,":[33],"tabular,":[34],"and":[35,71],"visual":[36],"expressions.":[37],"introduce":[39],"Fonduer,":[40],"a":[41,51,77,102,126,136,143,198],"machine-learning-based":[42,239],"system":[44],"for":[45,57,124,135,216],"Fonduer":[49,75,100,149,161,215],"presents":[50],"new":[52,78,103,207],"model":[54,80,105],"that":[55,106,160,212,228],"accounts":[56],"three":[58],"challenging":[59],"characteristics":[60],"of":[61,117,122,138,166,173,187,205],"data:":[64],"(1)":[65],"prevalent":[66],"document-level":[67],"relations,":[68],"(2)":[69],"multimodality,":[70],"(3)":[72],"variety.":[74],"uses":[76],"deep-learning":[79],"automatically":[82],"capture":[83],"the":[84,171,174,185,203],"representation":[85],"(i.e.,":[86],"features)":[87],"needed":[88],"learn":[90],"how":[91],"Finally,":[99],"provides":[101],"programming":[104,208],"enables":[107],"users":[108],"convert":[110],"domain":[111],"expertise,":[112],"based":[113],"multiple":[115],"modalities":[116],"information,":[118],"meaningful":[120],"signals":[121],"supervision":[123],"training":[125],"system.":[128],"Fonduer-based":[129],"systems":[131,227],"are":[132,222],"in":[133,154,178],"production":[134],"range":[137],"use":[139],"cases,":[140],"including":[141],"at":[142],"major":[144],"online":[145],"retailer.":[146],"compare":[148],"against":[150],"state-of-the-art":[151],"approaches":[153],"four":[155],"different":[156],"domains.":[157],"show":[159,211],"achieves":[162],"an":[163],"average":[164,231],"improvement":[165],"41":[167],"F1":[168,233],"points":[169,234],"quality":[172,236],"output":[175],"base-and":[177],"some":[179],"cases":[180],"produces":[181],"up":[182],"1.87\u00d7":[184],"number":[186],"correct":[188],"entries-compared":[189],"expert-curated":[191],"public":[192],"bases.":[194],"also":[196],"conduct":[197],"user":[199],"study":[200],"assess":[202],"usability":[204],"Fonduer's":[206],"model.":[209],"after":[213],"using":[214],"only":[217],"30":[218],"minutes,":[219],"non-domain":[220],"experts":[221],"able":[223],"design":[225],"achieve":[229],"23":[232],"higher":[235],"than":[237],"traditional":[238],"approaches.":[241]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":9},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":15},{"year":2020,"cited_by_count":18},{"year":2019,"cited_by_count":19},{"year":2018,"cited_by_count":6},{"year":2017,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2017-04-14T00:00:00"}