How does word2vec handle the input word being in the context?
We can look at the source for guidance.


  How does word2vec handle the input word being in the context?


It is skipped; for both the skip-gram and CBOW models.


  If word2vec encounters the same word multiple times in the same window, what occurs?


The relationship is strengthened.