Context Based Statistical Morphological Analyzer and its Effect on Hindi Dependency Parsing
Deepak Kumar Malladi, Prashanth Mannem · 2013
This paper revisits the work of (Malladi and Mannem, 2013) which focused on building a Statistical Morphological Analyzer (SMA) for Hindi and compares the performance of SMA with other existing statistical analyzer, Morfette.We shall evaluate SMA in various experiment scenarios and look at how it performs for unseen words.The later part of the paper presents the effect of the predicted morph features on dependency parsing and extends the work to other morphologically rich languages: Hindi and Telugu, without any language-specific engineering.