How TensorFlow's skip-gram model predicts words: An Intuitive Understanding of Conditional Probability and NCE Loss

Imagine you're a detective trying to solve a mystery. You come across a series of messages and you need to figure out the meaning behind them. The messages are similar to words in a sentence and you want to understand how they relate to each other. Y...