nlpquiz

What does NLP stand for in the context of AI?

• Neural Language Processing

• Natural Language Processing

• Numeric Language Programming

• Network Language Protocol

In NLP, what is TF-IDF used for?

• Tokenizing sentences

• Neural network training

• Word importance weighing

• Language translation

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

• Faster computation

• Larger network capacity

• Longer memory retention

• Simpler architecture

What sets Transformer models apart from previous sequence modeling approaches?

• Faster training times

• Use of self-attention mechanisms

• Lower computational requirements

• Smaller model size

What is BERT primarily used for in NLP?

• Image recognition

• Text classification and question answering

• Speech synthesis

• Data compression

: 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

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

How does BERT handle the context of words in a sentence differently than traditional models?

• By only considering the left context

• Using bidirectional context analysis

• Ignoring context altogether

• Focusing on individual words only

website to download pre-trained model

• hugging-face

• smile-face

• angry-face

• hungry-face

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