Question 1: Short answer
easyAI-checkedText Representation & EmbeddingsGloVe weights co-occurrences by distance: two words that are words apart add to their count instead of 1. In a corpus, "ice" and "cold" co-occur twice within the context window: once as neighbors and once 3 words apart. What is ? Round to 2 decimals.