NLP vs NLU vs NLG - Interactive Practice

Practice - 5 Tasks

1fill in blank

easy

Complete the code to print the full form of NLP.

NLP

print('NLP stands for Natural [1] Processing')

Drag options to blanks, or click blank then click option'

ALearning

CLogic

DLanguage

Attempts:

3 left

💡 Hint

Common Mistakes

Choosing 'Learning' instead of 'Language' because of confusion with machine learning.

NLP stands for Natural Language Processing.

2fill in blank

medium

Complete the code to print the full form of NLU.

NLP

print('NLU means Natural [1] Understanding')

Drag options to blanks, or click blank then click option'

ALogic

BLearning

CLanguage

DLinguistic

Attempts:

3 left

💡 Hint

Common Mistakes

Choosing 'Learning' or 'Logic' instead of 'Language'.

NLU stands for Natural Language Understanding.

3fill in blank

hard

Fix the error in the code to print the full form of NLG.

NLP

print('NLG stands for Natural Language [1]')

Drag options to blanks, or click blank then click option'

ALearning

BGeneration

CGrammar

DGuidance

Attempts:

3 left

💡 Hint

Common Mistakes

Choosing 'Learning' or 'Grammar' which are incorrect here.

NLG means Natural Language Generation, which is about creating human-like text.

4fill in blank

hard

Fill both blanks to complete the sentence about NLU and NLG.

NLP

NLU helps machines [1] human language, while NLG helps machines [2] human language.

Drag options to blanks, or click blank then click option'

Aunderstand

Bgenerate

Cprocess

Dtranslate

Attempts:

3 left

💡 Hint

Common Mistakes

Mixing up 'generate' and 'understand' in the blanks.

NLU is about understanding language, NLG is about generating language.

5fill in blank

hard

Fill all three blanks to complete the dictionary comprehension about NLP components.

NLP

nlp_components = {'NLP': 'Natural [1] Processing', 'NLU': 'Natural [2] Understanding', 'NLG': 'Natural Language [3]'}

Drag options to blanks, or click blank then click option'

ALanguage

BLearning

CGeneration

DLogic

Attempts:

3 left

💡 Hint

Common Mistakes

Using 'Learning' or 'Logic' instead of 'Language' or 'Generation'.

The correct full forms are Natural Language Processing, Natural Language Understanding, and Natural Language Generation.