Conditional Random Fields based Pronominal Resolution in Tamil
Journal Title: International Journal on Computer Science and Engineering - Year 2013, Vol 5, Issue 6
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.
Authors and Affiliations
A. Akilandeswari , Sobha Lalitha Devi
Keywords
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