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1.

Which of the following techniques is used to determine the importance of words in a document within the context of a larger collection of documents?

Naïve Bayes

TF-IDF (Term Frequency-Inverse Document Frequency)

Word2Vec

2.

What type of neural network architecture is widely used for natural language processing tasks and has been instrumental in achieving state-of-the-art results in various language-related tasks?

Recurrent Neural Network (RNN)

Long Short-Term Memory (LSTM)

Transformer

3.

Which of the following foundation models, available through the model catalog in Azure Machine Learning, is likely most suitable for text classification?

BERT

GPT

LLaMA

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