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nlpquiz

Authored by Muhajir hsb

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nlpquiz
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10 questions

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1.

MULTIPLE CHOICE QUESTION

30 sec • 1 pt

What does NLP stand for in the context of AI?

Neural Language Processing

Natural Language Processing

Numeric Language Programming

Network Language Protocol

2.

MULTIPLE CHOICE QUESTION

30 sec • 1 pt

In NLP, what is TF-IDF used for?

Tokenizing sentences

Neural network training

Word importance weighing

Language translation

3.

MULTIPLE CHOICE QUESTION

30 sec • 1 pt

What is the main advantage of LSTM networks over traditional RNNs?

Faster computation

Larger network capacity

Longer memory retention

Simpler architecture

4.

MULTIPLE CHOICE QUESTION

30 sec • 1 pt

What sets Transformer models apart from previous sequence modeling approaches?

Faster training times

Use of self-attention mechanisms

Lower computational requirements

Smaller model size

5.

MULTIPLE CHOICE QUESTION

30 sec • 1 pt

What is BERT primarily used for in NLP?

Image recognition

Text classification and question answering

Speech synthesis

Data compression

6.

MULTIPLE CHOICE QUESTION

30 sec • 1 pt

: How does the attention mechanism in Transformer models work?

By compressing data sequences

Through parallel processing

By assigning weights to different parts of the input

Using recurrent loops

7.

MULTIPLE CHOICE QUESTION

30 sec • 1 pt

What does LSTM stand for and what is its primary function?

Large Scale Training Model - Data classification

Language Syntax Translation Mechanism - Language translation

Long Short-Term Memory - Modeling sequential data

Linear Sequential Training Model - Pattern recognition

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