Recent work has mainly focused on morphologically complex rare words has often tried to alleviate the problem by spreading the available knowledge across words that share the same morpheme (Luong et al., 2013;Botha and Blunsom, 2014;Soricut and Och, 2015).
these techniques are unable to induce representations for words whose morphemes are not seen during training, such as infrequent domain specific terms.