Hi Sir,
what makes the algorithm to learn pretty similar word embedding for the words orange and apple ?
My intuition is due to the same word (ie) Juice comes after the orange and apple in the training dataset ? like orange juice / apple juice
Correct. The context word embedding is determined by the window of words associated with it in the training set.