Approximate Training

https://d2l.ai/chapter_natural-language-processing-pretraining/approx-training.html

Exercise 2) Regarding to this exercise, I was wondering if the following steps would answer it or if I’m losing something:

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Nice video on softmax:

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2018年第一版的中文讲解,也很棒哦
[MXNet/Gluon] 动手学深度学习第十六课:词向量(word2vec)

My solutions to the exs: 15.2

but how does formula-15.2.9 have anything to do with formula-15.1.4?