By using Viterbi Algorithm, find whether the word $$drive$$ is VB or NN through computing their probabilities for the sentence, $$I love to drive$.$ The transition probabilities and the observation likelihood for this corpus are as follows:

VB TO NN PRP

$0\mathrm{.}0190\mathrm{.}00430\mathrm{.}0410\mathrm{.}067$

VB $0\mathrm{.}00380\mathrm{.}0350\mathrm{.}0470\mathrm{.}0070$

TO $0\mathrm{.}8300\mathrm{.}00470$

NN $0\mathrm{.}00400\mathrm{.}0160\mathrm{.}0870\mathrm{.}0045$

PRP $0\mathrm{.}230\mathrm{.}000790\mathrm{.}00120\mathrm{.}00014$

I Love to drive

VB $00\mathrm{.}00820\mathrm{.}07$

TO $000\mathrm{.}880$

NN $00\mathrm{.}007400\mathrm{.}057$

PRP $0\mathrm{.}48000$

Assume the values for the third column of the Viterbi table which corresponds to observation $3($word is $$to$)$ and they are VB: $0,$ TO: $\mathrm{.}018,$ NN: $0,$ PPSS: $0.$

$($Hint: Show the computations of the last column of the Viterbi table$).$By using Viterbi Algorithm, find whether the word "drive" is VB or NN through computing their

probabilities for the sentence, "I love to drive". The transition probabilities and the observation

likelihood for this corpus are as follows:

Assume the values for the third column of the Viterbi table which corresponds to observation $3$

$($word is $"$to$")$ and they are VB: $0,$ TO: $\mathrm{.}018,$ NN: $0,$ PPSS: $0.$

$($Hint: Show the computations of the last column of the Viterbi table$).$