In Nepali language, compound word formation is mostly associated with inflection, derivation, and postposition attachment. Inflection occurs due to suffixation, whereas derivation driven by both prefixation suffixation. The generated the rules may produce lots of out-of-vocabulary words limited lexical resources numerous exceptions. Hence, machine learning approach can help generate valid compo...