Can anyone make a simple example based on a small database? I need to compute by hand to understand it.

I have attached an example. Please explain it with more details for me.

Source: https://lagunita.stanford.edu/c4x/Engineering/CS-224N/asset/slp4.pdf

Thanks a lot

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