Experiments on Morphological Reinflection:
Rishabh Jain, Anil Kumar Singh · Proceedings of the · 2018
We present a system for the task of morphological inflection, i.e., finding a target morphological form, given a lemma and a set of target tags.System is trained on datasets of three sizes: low, medium and high.The system uses a simple Long Short-Term Memory (LSTM) based encoder-decoder based model.The performance for low size dataset is poor in general while it improves significantly for medium and high sized training dataset.The average performance over all languages is poor as compared to baseline for low dataset, it is comparable for medium dataset, and significantly more for high dataset.