What is the function of the 'Softmax' function in a neural network-based language model?

1. ক
   To convert raw output scores into a probability distribution over the vocabulary
   
2. খ
   To reduce the dimensionality of the input vectors
   
3. গ
   To calculate the gradient of the loss function
   
4. ঘ
   To normalize the length of the input sentences