Advanced Database Management System - Tutorials and Notes: Natural Language Processing MCQ 10

Search Engine

Please visit, subscribe and share 10 Minutes Lectures in Computer Science

Wednesday, 20 May 2020

Natural Language Processing MCQ 10

MCQ in Natural Language Processing, Quiz questions with answers in NLP, Top interview questions in NLP with answers


Multiple Choice Questions and Answers in NLP Set - 10


1. The study of the sound patterns in natural language and the rules that govern them is:

a) Phonetics
b) Morphology
c) Phonology
d) Syntax

View Answer

Answer: (c) Phonology
Phonology is a branch of linguistics concerned with the systematic organization of sounds in spoken languages and signs in sign languages. Phonetics is the study of sounds and is concerned with the production, audition and perception of speech sounds (called phones), whereas phonology describes the way sounds function within a given language and operates at the level of sound systems and abstract sound units.

2. The lexical semantic relation between the words “room” and “house” with room as the first word and the house as the second is

(a) hypernym – hyponym
(b) hypernym – meronym
(c) holonym – hyponym
(d) meronym – holonym

View Answer

Answer: (d) meronym-holonym
Meronym is a part of something and the holonym is the whole of something.
In this question, room is the meronym of house (room is the part of house) and house is the holonym of room (house has rooms).

3. Which of the following is an NLP task that involves determining all referring expressions that point to the same real-world entity?

a) Coreference resolution
b) Named entity recognition
c) Information extraction
d) All of the above

View Answer

Answer: (a) Coreference resolution
Coreference resolution is the task of finding all expressions that refer to the same entity in a text.
A referring expression (i.e., a mention) is either a noun phrase (NP), a named entity (NE), or a pronoun, which refer to an entity in the real world known as the referent. A grouping of referring expressions with the same referent is called a coreference chain or cluster. The goal of a coreference resolution system is to output all the coreference chains of a given text.
Coreference resolution is the task of clustering mentions in text that refer to the same underlying entities.
Example:
“I shared details about my problems with John because he is my friend”, she said.
In this example, ‘I’, ‘my’ and ‘she’ belong to same cluster (coreferential). ‘John’ and ‘he’ belong to same cluster (coreferential).


*************




Top interview questions in NLP

NLP quiz questions with answers explained

Bigram and trigram language models

Online NLP quiz with solutions

how to evaluate the quality of entity recognition system

MCQ important questions and answers in natural language processing

important quiz questions in nlp for placement

what is coreference resolution in natural language processing

define phonology

No comments:

Post a comment

Featured Content

Multiple choice questions in Natural Language Processing Home

MCQ in Natural Language Processing, Quiz questions with answers in NLP, Top interview questions in NLP with answers Multiple Choice Que...

All time most popular contents