 Limitations - The size of the pre-trained language model prevents its usage in anything other than research. - Lack of analysis concerning the bias and fairness in these models may make them dangerous if deployed into production system. - The train data is a less populated version of the original dataset in terms of entity groups per sentence. Therefore, this can negatively impact the performance.  