NLP Assessment Test

Which of the below data types is not supported by python?

Consider the following list:

mylist = [“This”, “is”, “my”, “list”]

What will the command “mylist[1]” return?

If an outlier (value on a different scale than other values) is added to a data, it will affect the mean. True or false?

Remove the outlier from the data set 73, 77, 81, 86, 900, 68, 28 and calculate the new Mean.

What is the difference between a bar graph and a histogram?

Which of the following is the first stage of predictive modeling?

In a confusion matrix, the total number of actual positives are given as?

What do we mean by the process of dimensionality reduction?

Which of the following statements are true about the Naive Bayes algorithm?

What exactly the term “Ensembling” stands for in predictive modelling?

What are the top 3 most frequent words in the text snippet below?

“I am a huge football fan so the title of the repository instantly had my attention. Google Research and football – what in the world do these two have to do with each other? This repository contains a reinforcement learning environment based on the open-source game Gameplay Football.”

Given below is a list of terms coming from three different themes or topics.

[“goal”, “sun”, “car”, ”space”, “football”, “midfielder”, “engine”, “galaxy”]

Split this list into groups of similar word together. Select the right option.

What is the right set of words to fill in the blanks in the text below?

“Natural language processing (NLP) is a subfield _____ computer science, information engineering, and artificial intelligence concerned _____ the interactions between computers _____ human (natural) languages, in particular how to program computers to process and analyze large _____ of natural language data.”

Identify the name of the locations or places in the sentences below:

1. 10 places you must visit in the Big Apple.

2. Central Park is located in Manhattan.

3. Rains hit flight operations in Mumbai

Identify the sentiment in the statement below:

“Angry citizens sue government over growing air pollution“

Given below are three sample SMS’s. Spot the spam SMS

1. Loan for $2000 is approved for you if you receive this SMS. 1 min verification & cash in 1 hr. Give a call at +1-341*******
2. Sending you smiles for every moment of your special day…Have a wonderful time and a very happy birthday!
3. Dear customer, we have refunded Rs. 500 to your Bank Account/Card for your failed payment.

Given below are a few questions from movies.stackexchange.com 

1. Is this character still alive at the end of Stranger Things season 2?

2. What was the waiter’s dialogue in the movie?

3. Why do movie directors use brown tint on Mexico cities?

Assign suitable tags to each of these questions. You can use the following tags.

Tags: “plot-explanation”, “character”, “dialogue”, “production”

Consider the statement below and extract intent (action to be taken) and entities from it.

“I would like to go to Los Angeles”

What information can we extract from text?

Which of the following is NOT an application of NLP?