Confusion Matrix (1pt) Explain how to construct a confusion matrix for POS Tagging, using the data given in problem below.

Assume that for 100 occurrences of the word, it is labeled correctly 90 times.

Problem:

Consider the following sentence: Most likely tags: And\CC so\IN the\DT die\VB was\VBD cast\VB. Correct likely tags: And\CC so\IN the\DT die\NN was\VBD cast\VB. Instantiate each of Brills templates for the before or preceding cases given this data to generate 6 transformations

(that is, do not instantiate templates using following or after).