Skip gram model clarification

Course Q&A Deep Learning Specialization Sequence Models
1

Hi Mentor,

In skip gram model, How the mapping context word to target word helps to learn word embedding matrix ? What is the intuition behind it ?

We are mapping one context word to different target word and so how it helps learn word embedding vector ?

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2

Dear Mentor,

Can you please help to answer the question