Before revision:  The pre-trained Hindi fast text word embeddings by IndicNLP and Facebook are used in conjunction with these modelsto evaluate their effectiveness.
After revision:  The pre-trained Hindi fast text word embeddings by IndicNLP and Facebook are used in conjunction with CNN and LSTM models. Two variations of pre-trained multilingual transformer language models mBERT and IndicBERT are used.