{"id":675,"date":"2016-07-21T12:23:26","date_gmt":"2016-07-21T15:23:26","guid":{"rendered":"https:\/\/sbia.org.br\/lnlm\/?page_id=675"},"modified":"2016-07-21T12:23:26","modified_gmt":"2016-07-21T15:23:26","slug":"vol12-no2-art2","status":"publish","type":"page","link":"https:\/\/sbia.org.br\/lnlm\/publicacoes\/vol12-no2\/vol12-no2-art2\/","title":{"rendered":"Coreference Resolution in Portuguese: Detecting Person, Location and Organization"},"content":{"rendered":"<p><strong>T\u00edtulo:<\/strong> Coreference Resolution in Portuguese: Detecting Person, Location and Organization<\/p>\n<p><strong>Autores:<\/strong> Fonseca, Evandro B.; Vieira, Renata; Valin, Aline A.<\/p>\n<p align=\"justify\"><strong>Resumo:<\/strong> Coreference resolution is a task of great relevance for Natural Language Processing area, given that the performance of many other tasks depends on the correct output of this type of system, especially the extraction of relationships between named entities. The present work aims at resolving coreference in Portuguese, focusing on the following categories of named entities: Person, Location and Organization. The proposed method uses supervised learning. To this end, the selection and implementation of features that assist in the correct classification are fundamental, since the classification model is built from this data.<\/p>\n<p><strong>Palavras-chave:<\/strong> Coreference Resolution; Natural Language Processing; Named Entities; Machine Learning<\/p>\n<p><strong>P\u00e1ginas:<\/strong> 12<\/p>\n<p><strong>C\u00f3digo DOI:<\/strong> <a href=\"http:\/\/dx.doi.org\/10.21528\/lnlm-vol12-no2-art2\">10.21528\/lmln-vol12-no2-art2<\/a><\/p>\n<p><strong>Artigo em PDF:<\/strong> <a href=\"https:\/\/sbia.org.br\/lnlm\/wp-content\/uploads\/sites\/4\/2016\/07\/vol12-no2-art2.pdf\" rel=\"\">vol12-no2-art2.pdf<\/a><\/p>\n<p><strong>Arquivo BibTex:<\/strong> <a href=\"https:\/\/sbia.org.br\/lnlm\/wp-content\/uploads\/sites\/4\/2016\/07\/vol12-no2-art2.bib\" rel=\"\">vol12-no2-art2.bib<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>T\u00edtulo: Coreference Resolution in Portuguese: Detecting Person, Location and Organization Autores: Fonseca, Evandro B.; Vieira, Renata; Valin, Aline A. Resumo: Coreference resolution is a task of great relevance for Natural Language Processing area, given that the performance of many other <a href=\"https:\/\/sbia.org.br\/lnlm\/publicacoes\/vol12-no2\/vol12-no2-art2\/\" class=\"read-more\">Read More &#8230;<\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"parent":669,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-675","page","type-page","status-publish","hentry"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v26.9 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Coreference Resolution in Portuguese: Detecting Person, Location and Organization - Learning and NonLinear Models<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/sbia.org.br\/lnlm\/publicacoes\/vol12-no2\/vol12-no2-art2\/\" \/>\n<meta property=\"og:locale\" content=\"pt_BR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Coreference Resolution in Portuguese: Detecting Person, Location and Organization - Learning and NonLinear Models\" \/>\n<meta property=\"og:description\" content=\"T\u00edtulo: Coreference Resolution in Portuguese: Detecting Person, Location and Organization Autores: Fonseca, Evandro B.; Vieira, Renata; Valin, Aline A. Resumo: Coreference resolution is a task of great relevance for Natural Language Processing area, given that the performance of many other Read More ...\" \/>\n<meta property=\"og:url\" content=\"https:\/\/sbia.org.br\/lnlm\/publicacoes\/vol12-no2\/vol12-no2-art2\/\" \/>\n<meta property=\"og:site_name\" content=\"Learning and NonLinear Models\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Est. tempo de leitura\" \/>\n\t<meta name=\"twitter:data1\" content=\"1 minuto\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/sbia.org.br\/lnlm\/publicacoes\/vol12-no2\/vol12-no2-art2\/\",\"url\":\"https:\/\/sbia.org.br\/lnlm\/publicacoes\/vol12-no2\/vol12-no2-art2\/\",\"name\":\"Coreference Resolution in Portuguese: Detecting Person, Location and Organization - Learning and NonLinear Models\",\"isPartOf\":{\"@id\":\"https:\/\/sbia.org.br\/lnlm\/#website\"},\"datePublished\":\"2016-07-21T15:23:26+00:00\",\"breadcrumb\":{\"@id\":\"https:\/\/sbia.org.br\/lnlm\/publicacoes\/vol12-no2\/vol12-no2-art2\/#breadcrumb\"},\"inLanguage\":\"pt-BR\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/sbia.org.br\/lnlm\/publicacoes\/vol12-no2\/vol12-no2-art2\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/sbia.org.br\/lnlm\/publicacoes\/vol12-no2\/vol12-no2-art2\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Browse issues\",\"item\":\"https:\/\/sbia.org.br\/lnlm\/publicacoes\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Learning &#038; Nonlinear Models &#8211; L&#038;NLM &#8211; Volume 12 &#8211; N\u00famero 2\",\"item\":\"https:\/\/sbia.org.br\/lnlm\/publicacoes\/vol12-no2\/\"},{\"@type\":\"ListItem\",\"position\":3,\"name\":\"Coreference Resolution in Portuguese: Detecting Person, Location and Organization\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/sbia.org.br\/lnlm\/#website\",\"url\":\"https:\/\/sbia.org.br\/lnlm\/\",\"name\":\"Learning and NonLinear Models\",\"description\":\"\",\"publisher\":{\"@id\":\"https:\/\/sbia.org.br\/lnlm\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/sbia.org.br\/lnlm\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"pt-BR\"},{\"@type\":\"Organization\",\"@id\":\"https:\/\/sbia.org.br\/lnlm\/#organization\",\"name\":\"Learning and NonLinear Models\",\"url\":\"https:\/\/sbia.org.br\/lnlm\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"pt-BR\",\"@id\":\"https:\/\/sbia.org.br\/lnlm\/#\/schema\/logo\/image\/\",\"url\":\"https:\/\/sbia.org.br\/lnlm\/wp-content\/uploads\/2021\/07\/logo-lnlm.png\",\"contentUrl\":\"https:\/\/sbia.org.br\/lnlm\/wp-content\/uploads\/2021\/07\/logo-lnlm.png\",\"width\":398,\"height\":94,\"caption\":\"Learning and NonLinear Models\"},\"image\":{\"@id\":\"https:\/\/sbia.org.br\/lnlm\/#\/schema\/logo\/image\/\"}}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"Coreference Resolution in Portuguese: Detecting Person, Location and Organization - Learning and NonLinear Models","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/sbia.org.br\/lnlm\/publicacoes\/vol12-no2\/vol12-no2-art2\/","og_locale":"pt_BR","og_type":"article","og_title":"Coreference Resolution in Portuguese: Detecting Person, Location and Organization - Learning and NonLinear Models","og_description":"T\u00edtulo: Coreference Resolution in Portuguese: Detecting Person, Location and Organization Autores: Fonseca, Evandro B.; Vieira, Renata; Valin, Aline A. 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