{"id":596,"date":"2011-01-24T12:56:17","date_gmt":"2011-01-24T12:56:17","guid":{"rendered":"http:\/\/ailab.ijs.si\/?page_id=596"},"modified":"2020-05-04T21:08:48","modified_gmt":"2020-05-04T21:08:48","slug":"slovenian-lemmatizer","status":"publish","type":"page","link":"https:\/\/ailab.ijs.si\/si\/publications\/past-projects\/slovenian-lemmatizer\/","title":{"rendered":"Slovenian Lemmatizer"},"content":{"rendered":"

<\/p>\n

\n

\nDescription of Slovenian Lemmatizer<\/h1>\n

Purpose and Functionality<\/p>\n

Web service offering lemmatization for Slovenian language. The underlying model for lemmatization was automatically generated using machine learning approach, in particular Ripple Down Rules.\u00a0 In comparison with the standard if-then classification rules, the Ripple Down Rules representation resembles decision lists of the form if-then-else: new rules are added by creating except or else branches to the existing rules.<\/p>\n

Availability, Preconditions and Licensing<\/p>\n

The service is available at\u00a0http:\/\/nl2.ijs.si\/analyze\/<\/a>. The model is publicly available and can be downloaded at http:\/\/nl2.ijs.si\/analyze\/lemRDR.tgz. The Web service can be used in two ways: through the HTML page and via SOAP protocol.<\/p>\n

The tool is free for research purposes.<\/p>\n

Publications<\/p>\n

PLISSON, Jo\u00ebl, LAVRA\u010c, Nada, MLADENI\u0106, Dunja. A rule based approach to word lemmatization. V: TR\u010cEK, Denis (ur.), LIKAR, Borut (ur.), GROBELNIK, Marko (ur.), MLADENI\u0106, Dunja (ur.), GAMS, Matja\u017e (ur.), BOHANEC, Marko (ur.).\u00a0Zbornik C 7. mednarodne multi-konference Informacijska dru\u017eba IS 2004, 9. do 15. oktober 2004, (Informacijska dru\u017eba). Ljubljana: Institut \"Jo\u017eef Stefan\", 2004, \u00a083-86.<\/p>\n

PLISSON, Jo\u00ebl, MLADENI\u0106, Dunja, LAVRA\u010c, Nada, ERJAVEC, Toma\u017e. A lemmatization web service based on machine learning techniques. V: VETULANI, Zygmunt (ur.). 2nd Language & Technology Conference, April 21-23,2005, Pozna\u0144, Poland.\u00a0Human language technologies as a challenge for computer science and linguistics : in memory of Maurice Gross and Antonio Zampolli : proceedings. Pozna\u0144: Wydawnictwo Pozna\u0144skie Sp. z o.o., 2005, 369-372.<\/p>\n<\/div>\n

<\/p>","protected":false},"excerpt":{"rendered":"

Description of Slovenian Lemmatizer Purpose and Functionality Web service offering lemmatization for Slovenian language. The underlying model for lemmatization was automatically generated using machine learning approach, in particular Ripple Down Rules.\u00a0 In comparison with the standard if-then classification rules, the Ripple Down Rules representation resembles decision lists of the form if-then-else: new rules are added […]<\/p>\n","protected":false},"author":2,"featured_media":0,"parent":4078,"menu_order":5,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":"","_links_to":"","_links_to_target":""},"class_list":["post-596","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/ailab.ijs.si\/si\/wp-json\/wp\/v2\/pages\/596","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/ailab.ijs.si\/si\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/ailab.ijs.si\/si\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/ailab.ijs.si\/si\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/ailab.ijs.si\/si\/wp-json\/wp\/v2\/comments?post=596"}],"version-history":[{"count":1,"href":"https:\/\/ailab.ijs.si\/si\/wp-json\/wp\/v2\/pages\/596\/revisions"}],"predecessor-version":[{"id":4093,"href":"https:\/\/ailab.ijs.si\/si\/wp-json\/wp\/v2\/pages\/596\/revisions\/4093"}],"up":[{"embeddable":true,"href":"https:\/\/ailab.ijs.si\/si\/wp-json\/wp\/v2\/pages\/4078"}],"wp:attachment":[{"href":"https:\/\/ailab.ijs.si\/si\/wp-json\/wp\/v2\/media?parent=596"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}