{"id":"https://openalex.org/W3009450331","doi":null,"title":"Une nouvelle m\u00e9thode ensembliste pour la reconnaissance et la d\u00e9sambigu\u00efsation d'entit\u00e9s nomm\u00e9es en utilisant des r\u00e9seaux de neurones","display_name":"Une nouvelle m\u00e9thode ensembliste pour la reconnaissance et la d\u00e9sambigu\u00efsation d'entit\u00e9s nomm\u00e9es en utilisant des r\u00e9seaux de neurones","publication_year":2019,"publication_date":"2019-07-02","ids":{"openalex":"https://openalex.org/W3009450331","mag":"3009450331"},"language":"fr","primary_location":{"id":"mag:3009450331","doi":null,"is_oa":true,"landing_page_url":"https://hal.science/hal-02329542","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I4405252976","host_organization_name":"Centre pour la Communication Scientifique Directe","host_organization_lineage":["https://openalex.org/I4405252976"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"HAL (Le Centre pour la Communication Scientifique Directe)","raw_type":null},"volume":null,"type":"preprint","is_traditional":true,"indexed_in":[],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://hal.science/hal-02329542","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5007698952","display_name":"Lorenzo Canale","orcid":"https://orcid.org/0000-0002-7556-595X","observed_orcids":["https://orcid.org/0000-0002-7556-595X"]},"institutions":[{"id":"https://openalex.org/I1902872","display_name":"EURECOM","ror":"https://ror.org/00sse7z02","country_code":"FR","type":"education","lineage":["https://openalex.org/I1902872","https://openalex.org/I205703379"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Lorenzo Canale","raw_affiliation_strings":["EURECOM"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"EURECOM","institution_ids":["https://openalex.org/I1902872"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004094196","display_name":"Pasquale Lisena","orcid":"https://orcid.org/0000-0003-3094-5585","observed_orcids":["https://orcid.org/0000-0003-3094-5585"]},"institutions":[{"id":"https://openalex.org/I1902872","display_name":"EURECOM","ror":"https://ror.org/00sse7z02","country_code":"FR","type":"education","lineage":["https://openalex.org/I1902872","https://openalex.org/I205703379"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Pasquale Lisena","raw_affiliation_strings":["Eurecom [Sophia Antipolis]"],"raw_orcid":"https://orcid.org/0000-0003-3094-5585","affiliations":[{"raw_affiliation_string":"Eurecom [Sophia Antipolis]","institution_ids":["https://openalex.org/I1902872"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5022574838","display_name":"Rapha\u00ebl Troncy A","orcid":"https://orcid.org/0000-0003-0457-1436","observed_orcids":["https://orcid.org/0000-0003-0457-1436"]},"institutions":[{"id":"https://openalex.org/I1902872","display_name":"EURECOM","ror":"https://ror.org/00sse7z02","country_code":"FR","type":"education","lineage":["https://openalex.org/I1902872","https://openalex.org/I205703379"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Rapha\u00ebl Troncy","raw_affiliation_strings":["Eurecom [Sophia Antipolis]"],"raw_orcid":"https://orcid.org/0000-0003-0457-1436","affiliations":[{"raw_affiliation_string":"Eurecom [Sophia Antipolis]","institution_ids":["https://openalex.org/I1902872"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I1902872"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"78","last_page":"79"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","score":0.9922000169754028,"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":0.9922000169754028,"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":0.0024999999441206455,"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/T11710","display_name":"Biomedical Text Mining and Ontologies","score":0.0008999999845400453,"subfield":{"id":"https://openalex.org/subfields/2718","display_name":"Health Informatics"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/named-entity-recognition","display_name":"named entity recognition","score":0.9660000205039978},{"id":"https://openalex.org/keywords/named-entity-disambiguation","display_name":"named entity disambiguation","score":0.996999979019165},{"id":"https://openalex.org/keywords/nerds","display_name":"nerds","score":0.7239999771118164},{"id":"https://openalex.org/keywords/ensemble-learning","display_name":"ensemble learning","score":0.8460000157356262},{"id":"https://openalex.org/keywords/neural-network","display_name":"artificial neural networks","score":0.6309999823570251},{"id":"https://openalex.org/keywords/knowledge-base-alignment","display_name":"knowledge base alignment","score":0.6679999828338623},{"id":"https://openalex.org/keywords/entity-normalization","display_name":"entity normalization","score":0.5580000281333923},{"id":"https://openalex.org/keywords/semantic-annotation","display_name":"semantic annotation","score":0.6669999957084656},{"id":"https://openalex.org/keywords/dbpedia","display_name":"DBpedia","score":0.5210000276565552},{"id":"https://openalex.org/keywords/wikidata","display_name":"Wikidata","score":0.9679999947547913},{"id":"https://openalex.org/keywords/knowledge-extraction-from-text","display_name":"knowledge extraction from text","score":0.6069999933242798},{"id":"https://openalex.org/keywords/knowledge-graphs","display_name":"knowledge graphs","score":0.3109999895095825}],"concepts":[{"id":"https://openalex.org/C15708023","wikidata":"https://www.wikidata.org/wiki/Q80083","display_name":"Humanities","level":1,"score":0.7114661335945129},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.5674890875816345},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.4439530670642853}],"mesh":[],"locations_count":3,"locations":[{"id":"mag:3009450331","doi":null,"is_oa":true,"landing_page_url":"https://hal.science/hal-02329542","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I4405252976","host_organization_name":"Centre pour la Communication Scientifique Directe","host_organization_lineage":["https://openalex.org/I4405252976"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"HAL (Le Centre pour la Communication Scientifique Directe)","raw_type":null},{"id":"pmh:oai:HAL:hal-02329542v1","doi":null,"is_oa":true,"landing_page_url":"https://hal.science/hal-02329542","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I4405252976","host_organization_name":"Centre pour la Communication Scientifique Directe","host_organization_lineage":["https://openalex.org/I4405252976"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"https://irit.fr/pfia2019/","raw_type":"info:eu-repo/semantics/conferenceObject"},{"id":"pmh:oai:fr.eurecom:6010","doi":null,"is_oa":false,"landing_page_url":"http://www.eurecom.fr/publication/6010","pdf_url":null,"source":{"id":"https://openalex.org/S4377196942","display_name":"Graduate School and Research Center in Digital Science (EURECOM)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I1902872","host_organization_name":"EURECOM","host_organization_lineage":["https://openalex.org/I1902872"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IC 2019, Journ\u00e9es francophones d'Ing\u00e9nierie des Connaissances, AFIA, 1-5 July 2019, Toulouse, France","raw_type":"Conference"}],"best_oa_location":{"id":"mag:3009450331","doi":null,"is_oa":true,"landing_page_url":"https://hal.science/hal-02329542","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I4405252976","host_organization_name":"Centre pour la Communication Scientifique Directe","host_organization_lineage":["https://openalex.org/I4405252976"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"HAL (Le Centre pour la Communication Scientifique Directe)","raw_type":null},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2161315010","https://openalex.org/W2805530665","https://openalex.org/W7098452950","https://openalex.org/W7015917265","https://openalex.org/W3088573137","https://openalex.org/W7047275128","https://openalex.org/W3217588902","https://openalex.org/W2621134722","https://openalex.org/W2064158694","https://openalex.org/W7002357269"],"abstract_inverted_index":{"R\u00e9sum\u00e9":[0],"de":[1,15,19,71,81,86,119,128,162,176,189,206,212,221,234,244,295],"[Canale":[2],"et":[3,34,58,157,201,240,264,284],"al.":[4],"(2018)],":[5],"publi\u00e9":[6],"\u00e0":[7,17,42,44,54,74,173],"ISWC":[8],"2018.":[9],"Une":[10],"t\u00e2che":[11],"cruciale":[12],"en":[13,24,181],"extraction":[14],"connaissances":[16,82,177,190],"partir":[18],"textes":[20],"se":[21],"d\u00e9compose":[22],"souvent":[23,62,91,99],"deux":[25,88,253],"t\u00e2ches":[26,89,111,211],"compl\u00e9mentaires":[27],":":[28],"la":[29,35,65,199,202],"reconnaissance":[30],"d'entit\u00e9":[31,37],"nomm\u00e9e":[32,38],"(NER)":[33],"d\u00e9sambigu\u00efsation":[36],"(NED).":[39],"L'objectif":[40],"consiste":[41],"attribuer":[43],"des":[45,114,174,187,204,246,273],"parties":[46],"du":[47],"texte":[48],"(mention)":[49],"respectivement":[50],"un":[51,59,230,279],"type":[52],"appartenant":[53],"une":[55,75,79,293],"taxonomie":[56,127],"pr\u00e9d\u00e9finie":[57],"identifiant":[60],"unique,":[61],"repr\u00e9sent\u00e9":[63],"sous":[64,101],"forme":[66,102],"d'URI,":[67],"qui":[68,130,153,214,232,271],"fait":[69],"r\u00e9f\u00e9rence":[70],"mani\u00e8re":[72],"univoque":[73],"entit\u00e9":[76],"d\u00e9finie":[77],"dans":[78,292],"base":[80,294],"donn\u00e9e.":[83],"La":[84],"combinaison":[85],"ces":[87,110,207,219],"est":[90],"abr\u00e9g\u00e9e":[92],"avec":[93],"l'acronyme":[94],"NERD.":[95],"De":[96],"nombreuses":[97,235],"approches,":[98],"expos\u00e9es":[100],"d'API":[103],"Web,":[104],"ont":[105],"\u00e9t\u00e9":[106],"propos\u00e9es":[107],"pour":[108,147,275],"r\u00e9-soudre":[109],"au":[112],"cours":[113],"derni\u00e8res":[115],"ann\u00e9es.":[116],"En":[117,160],"termes":[118,161],"NER,":[120],"chaque":[121,164],"service":[122],"fournit":[123],"g\u00e9n\u00e9rale-ment":[124],"sa":[125],"propre":[126],"types":[129,139,149,283],"peuvent":[131],"\u00eatre":[132],"reconnus.":[133],"M\u00eame":[134],"si":[135],"tous":[136],"comprendront":[137],"trois":[138],"principaux":[140],"(PERSON,":[141],"ORGANIZATION,":[142],"LOCATION),":[143],"ils":[144,183],"diff\u00e8rent":[145],"largement":[146],"les":[148,238,241,282,288],"plus":[150],"fins,":[151],"ce":[152,224],"complique":[154],"leur":[155,158],"comparaison":[156,200],"combinaison.":[159],"NED,":[163],"extracteur":[165],"peut":[166],"potentiellement":[167],"lever":[168],"l'ambigu\u00eft\u00e9":[169],"d'entit\u00e9s":[170],"par":[171],"rapport":[172],"bases":[175,188,220],"sp\u00e9cifiques":[178],"(KB),":[179],"mais":[180],"pratique,":[182],"s'appuient":[184],"principalement":[185],"sur":[186,252],"g\u00e9n\u00e9ralistes,":[191],"comme":[192],"DBpedia":[193],"ou":[194],"Wikidata.":[195],"Pour":[196],"cette":[197],"raison,":[198],"fusion":[203],"r\u00e9sultats":[205],"ex-tracteurs":[208],"n\u00e9cessitent":[209],"certaines":[210],"post-traitement":[213],"d\u00e9pendent":[215],"g\u00e9n\u00e9ralement":[216],"d'alignements":[217],"entre":[218,281,287],"connaissances.":[222,296],"Dans":[223],"travail,":[225],"nous":[226],"d\u00e9crivons":[227],"Ensemble":[228],"NERD,":[229],"framework":[231],"regroupe":[233],"r\u00e9ponses":[236],"d'extracteurs,":[237],"normalise":[239],"combine":[242],"afin":[243],"produire":[245],"annotations":[247],"s\u00e9mantiques.":[248],"Cette":[249],"m\u00e9thode":[250],"repose":[251],"r\u00e9seaux":[254],"d'apprentissage":[255],"profond,":[256],"ENNTR":[257],"(Ensemble":[258,266],"Neural":[259,267],"Network":[260,268],"for":[261,269],"Type":[262],"Recognition)":[263],"ENND":[265],"Disambiguation),":[270],"fournissent":[272],"mod\u00e8les":[274],"effectuer":[276],"d'une":[277],"part":[278,286],"alignement":[280],"d'autre":[285],"entit\u00e9s":[289],"nomm\u00e9es":[290],"identifi\u00e9es":[291]},"counts_by_year":[],"updated_date":"2026-11-08T12:12:28.789561","created_date":"2020-03-13T00:00:00"}
