Deep Learning techniques for small datasets - science2innovation

Build language model using large datasets which helps us capture general properties of the language. Using this type of modelling approach helps us learn the patterns within the language which we may not come across in the smaller datasets. In this approach the model doesn't have to learn from scratch and can generalise over smaller datasets thereby reaching higher accuracy with much less data and computation time