Natural Language Processing with Python Updated EditionChapter 83

Chapter 6: Sentiment Analysis

Section 4 of 4-~ 12 min read-Synced from Cuantum content
  1. Which of the following is a rule-based approach to sentiment analysis?
  2. - A) Logistic Regression
  • B) TextBlob
  • C) LSTM
  • D) BERT
  1. What is the main advantage of using machine learning approaches for sentiment analysis?
  2. - 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?
  2. - A) CNN
  • B) RNN
  • C) LSTM
  • D) BERT