Question

ne are a mango She mango ate a Given the following table of count of each of the words in a corpus. a) Compute the unigram probabilities for each of the above sentences. Indicate which is the more appropriate sequence of words b) Now compute the bigram probabilities for each of the above sentences. Indicate which sentence is more appropriate <> 4 She ate a mango 2 2 3 2 Bigram count matrix n<sup>th</sup> word: W<sub>i</sub> She ate a mango <s> n-1<sup>th</sup> word: W<sub>i-1</sub> She 1 0 0 0 0 ate 0 1 1 0 0 a 0 0 1 2 0 mango 0 0 0 0 1

          ne are a mango
She mango ate a
Given the following table of count of each of the words in a corpus.
a) Compute the unigram probabilities for each of the above sentences. Indicate which is the more appropriate
sequence of words
b) Now compute the bigram probabilities for each of the above sentences. Indicate which sentence is more
appropriate
<>
4
She
ate
a
mango
2
2
3
2
Bigram count matrix
n<sup>th</sup> word: W<sub>i</sub>
She
ate
a
mango
<s>
n-1<sup>th</sup>
word: W<sub>i-1</sub>
She
1
0
0
0
0
ate
0
1
1
0
0
a
0
0
1
2
0
mango
0
0
0
0
1

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ne are a mango
She mango ate a
Given the following table of count of each of the words in a corpus.
a) Compute the unigram probabilities for each of the above sentences. Indicate which is the more appropriate
sequence of words
b) Now compute the bigram probabilities for each of the above sentences. Indicate which sentence is more
appropriate
<>
4
She
ate
a
mango
2
2
3
2
Bigram count matrix
n<sup>th</sup> word: W<sub>i</sub>
She
ate
a
mango
<s>
n-1<sup>th</sup>
word: W<sub>i-1</sub>
She
1
0
0
0
0
ate
0
1
1
0
0
a
0
0
1
2
0
mango
0
0
0
0
1

Added by Todd S.

Computer Science and Information Technology

Trishna Knowledge Systems 2018 Edition

Instant Answer

Solved by Expert Akash M

12/11/2023

Step 1

Unigram probability is calculated by dividing the count of each word by the total count of all words. Show more…

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solve this NLP program She ate a mango Given the following table of count of each of the words in a corpus: Compute the unigram probabilities for each of the above sentences. Indicate which is the more appropriate sequence of words. Now compute the bigram probabilities for each of the above sentences. Indicate which sentence is more. Word: a 3 She 2 ate 2 mango 2 Bigram count matrix: Word:W a 0 1 She 1 0 0 0 0 ate 0 1 0 0 0 mango 0 1 0 0 0 n-1 word:W 1 She ate a mango 0 2 0 1 0 0 0 1

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