e-ISSN : 0975-3397
Print ISSN : 2229-5631
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ABSTRACT

Title : Conditional Random Fields based Pronominal Resolution in Tamil
Authors : A.Akilandeswari, Sobha Lalitha Devi
Keywords : Anaphora; Antecedent; pronominal;Anaphor; CRF++;
Issue Date : June 2013.
Abstract :
This paper deals with Tamil pronominal resolution using Conditional Random Fields a machine learning approach. A detailed linguistic analysis of Tamil pronominals and its antecedence occurring in various syntactic constructs is done, which led to the selection of appropriate features for CRF approach. The syntactic features thus identified made the system learn most frequently occurring pronoun antecedent pattern from the training corpus. The performance of the system is highly encouraging.
Page(s) : 567-577
ISSN : 0975–3397
Source : Vol. 5, Issue.06

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