Question 1: Short answer
easyAI-checkedText Representation & Embeddingsword2vec draws its negative-sampling noise words with probability proportional to their corpus frequency raised to the power 0.75. A tiny vocabulary has two words, with counts 16 and 1. What is the probability of drawing the frequent word? Round to 3 decimals.