Natural Language Processing with Python Updated EditionChapter 83

Chapter 6: Sentiment Analysis

Section 3 of 4-~ 1 min read-Synced from Cuantum content

1. Which of the following is a rule-based approach to sentiment analysis? - A) Logistic Regression

  • B) TextBlob
  • C) LSTM
  • D) BERT

1. What is the main advantage of using machine learning approaches for sentiment analysis? - A) They are easier to implement

  • B) They require less data
  • C) They can capture complex patterns in data
  • D) They are more interpretable

1. Which deep learning model leverages self-attention mechanisms and has achieved state-of-the-art performance in many NLP tasks? - A) CNN

  • B) RNN
  • C) LSTM
  • D) BERT