Natural Language Processing Nptel Answers

Week 8 Answers

1) Consider the following statements. Which of the following is/are True?
a. Car is a hyponym of vehicle.
b. Flower is a hypernym of rose.
c. Vehicle is a hyponym of car.
d. Tulip is a hypernym of flower.

 Answer: A

2) Which of the following is False?
a. Hypernym: From concepts to superordinates
b. Hyponym: From concepts to subtypes
c. Troponym: From verbs to the verbs they entail
d. Part Meronym: From wholes to parts

 Answer: D

3) Two concepts along with their glosses are given below. Find the similarity score between concepts โ€œbookโ€ and โ€œnovelโ€ using the Extended Leskโ€™s algorithm. (Note: Do not consider the stop words.)
book: of written printed set a
novel: a long written work of fiction bound in pages

a. 2
b. 3
c. 5
d. 8

 Answer: B

4) What is the Lin similarity between house and design?
a. 0.564
b. 0.433
c. 0.466
d. 0.473

 Answer: D

5) What is the Resnic similarity between building and door?
a. 11.09
b. 8.30
c. 9.23
d. 4.70

 Answer: D

6) What is the Leacockโ€”Chodorow similarity between building and design?
a. 0.398
b. 0.699
c. 0.097
d. None of the above

 Answer: A

7) Compute the scores for (i) the hub โ€œcolorsโ€ and the component โ€œwhiteโ€ and (ii) the hub โ€œcolorsโ€ and the component โ€œfixturesโ€.
a. 0.2, 0.25
b. 1.0, 0.0
c. 0.5, 0.25
d. None of the above

 Answer: B 

8) What are the scores of the hubs โ€œcolorsโ€ and โ€œlampsโ€ respectively?
a. 0.6, 0.4
b. 0.20, 0.33
c. 2.5, 1.5
d. None of the above

 Answer: A

9) Which is the most appropriate sense for the word โ€œlightโ€?
a. colors
b. lamps
c. both colors and lamps are appropriate
d. Not enough data

 Answer: C

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