A machine learning approach to personal pronoun resolution in Turkish

Yildirim, S.Kiliçaslan, Y.2024-07-182024-07-18200715773531969781577353195https://hdl.handle.net/11411/6837Florida Artificial Intelligence Research Society;Association for the Advancement of Artificial Intelligence20th International Florida Artificial Intelligence Research Society Conference, FLAIRS 2007 -- 7 May 2007 through 9 May 2007 -- Key West, FL -- 70876In this paper, we present a machine learning based approach for estimating antecedents of anaphorically used personal pronouns in Turkish sentences using a decision tree classification technique coupled with the ensemble learning method. The technique learns from an annotated corpus, which has been compiled mostly from various popular child stories. Copyright © 2007, American Association for Artificial Intelligence (www.aaai.org). All rights reserved.eninfo:eu-repo/semantics/closedAccessArtificial İntelligenceDecision TreesEstimationNatural Language Processing SystemsAnnotated CorpusAntecedentsPersonal Pronoun ResolutionLearning SystemsA machine learning approach to personal pronoun resolution in TurkishConference Object2-s2.0-37349082785270N/A269