Hi @Sonu_Chhabra,
Your pred[m - 1], pos_tag_for_word_i, z[i - 1] and pred[i - 1] are incorrect.
pred[m - 1]
pos_tag_for_word_i
z[i - 1]
pred[i - 1]
Cheers, Mubsi