Question 1: Short answer
mediumAI-checkedText Representation & EmbeddingsA skip-gram implementation picks, for every center word, a random window size uniformly from and uses the words before and the words after it as targets. On average, how many (center, context) training pairs does a word far from the edges of the text produce?