We formulated the task of the morphological generation of nouns and verbs of Malayalam and Tamil as a character-to-character sequence tagging problem. Morphological synthesis of a word in these two languages is challenging basically because of the following reasons: (1) Abundance in morphology (2) Complex Sandhi rules (3) The possibilty in Malayalam to form words by combining words that belong to different syntactic categories (for example, noun and verb) and (4) The construction of a sentence by combining multiple words. Malayalam and Tamil are two languages in India which are morphologically abundant as well as agglutinative. Morphological synthesis is the process of combining two words or two morphemes according to the Sandhi rules of the morphologically rich language. Morphological synthesis is one of the main components of Machine Translation (MT) frameworks, especially when any one or both of the source and target languages are morphologically rich.
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