what if the word is not in that vocabulqry?
Odd one out challenge
Hey @footballer.salik,
When we want to represent a word, we can use a one-hot encoding / lookup Dictionary.
One Hot Encoding
It is the way of representing words in a vocab. Suppose you have a vocab of size N. Then the vector representing each word will be 1 x (N+1). Here Extra 1 is added for Unknown words that are not in the vocab. So if there occurs a word that is not in the vocab we can pass the one-hot Encoded value corresponding to unknown. or an integer in case of a lookup dictionary
A similar approach can we used while making a lookup dictionary. We will take the dictionary size as n+1.