[DL5 Week 2 Assignment2] Were there recent changes in the assignment?

At the introduction in the notebook, it’s written that

"By the end of this notebook, you’ll be able to:

  • Explain the advantages and disadvantages of the GloVe algorithm
  • Describe how negative sampling learns word vectors more efficiently than other methods
    [enclosed only relevant points]"

Even at the end, again it says

By now, you’ve:

  • Observed how negative sampling learns word vectors more efficiently than other methods
  • Experienced the advantages and disadvantages of the GloVe algorithm

However, the whole assignment didn’t touch anything on negative sampling nor discuss advantages and disadvantages of GloVe alg. so I wonder did the team remove those parts out in the later version ? Or did I miss something here because I still don’t get the two points above that it says I should.

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@Mubsi, this is probably a question for the staff.

I have the same doubt. Is the negative sampling part of the embedding matrix pre-training process?