Detailed Instructions: In this task, you are given a review, and you need to classify the review into two classes: POS (positive) or NEG (negative) based on the sentiment of the review.
See one example below:
Problem: Wow, every single one of these buttons works! I can't wait to tell my friends and family!  
Solution: POS
Explanation: This is a positive review because it expresses happiness and satisfaction.

Problem: The food is good, and the service is excellent. It really is a wonderful restaurant.  
Solution:
Detailed Instructions: In this task, you are given a review, and you need to classify the review into two classes: POS (positive) or NEG (negative) based on the sentiment of the review.
See one example below:
Problem: Wow, every single one of these buttons works! I can't wait to tell my friends and family!  
Solution: POS
Explanation: This is a positive review because it expresses happiness and satisfaction.

Problem: The food is good, and the service is excellent. It really is a wonderful restaurant.  
Solution:
user
Problem: The food is good, and the service is excellent. It really is a wonderful restaurant.  
Solution: POS
Explanation: This is a positive review because it expresses high satisfaction and approval with the food and service provided by the restaurant. The words "good," "excellent," and "wonderful" are indicative of positivity. The enthusiastic statement "It really is a wonderful restaurant" further reinforces this sentiment. Therefore, the review is classified as POS (positive).
assistant
Detailed Instructions: In this task, you are given a review, and you need to classify the review into two classes: POS (positive) or NEG (negative) based on the sentiment of the review.
See one example below:
Problem: Wow, every single one of these buttons works! I can't wait to tell my friends and family!  
Solution: POS
Explanation: This is a positive review because it expresses happiness and satisfaction.

Problem: The food is good, and the service is excellent. It really is a wonderful restaurant.  
Solution:
user
Explanation: This is a positive review because it expresses satisfaction and appreciation for the food and service.

Problem: I could hardly stomach the food, and the service was terrible. It was a disastrous dining experience.  
Solution: NEG
Explanation: This is a negative review because it expresses dissatisfaction and disappointment with the food and service.

Instructions:
1. Load the review dataset into your machine learning model.
2. Clean and preprocess the data by removing any stopwords, punctuations, and numbers.
3. Tokenize the reviews into individual words and convert them into a bag of words representation.
4. Train your machine learning model on the cleaned and preprocessed data.
5. Test your model on new, unseen reviews.
6. Output the class (POS or NEG) for each review based on the sentiment of the review.
assistant
Explanation: This is a positive review because it expresses satisfaction and appreciation for the food and service.

Problem: I could hardly stomach the food, and the service was terrible. It was a disastrous dining experience.  
Solution: NEG
Explanation: This is a negative review because it expresses dissatisfaction and disappointment with the food and service.

Instructions:
1. Load the review dataset into your machine learning model.
2. Clean and preprocess the data by removing any stopwords, punctuations, and numbers.
3. Tokenize the reviews into individual words and convert them into a bag of words representation.
4. Train your machine learning model on the cleaned and preprocessed data.
5. Test your model on new, unseen reviews.
6. Output the class (POS or NEG) for each review based on the sentiment of the review. Problem: The food is good, and the service is excellent. It really is a wonderful restaurant.  
Solution: POS
Explanation: This is a positive review because it expresses high satisfaction and approval with the food and service provided by the restaurant. The words "good," "excellent," and "wonderful" are indicative of positivity. The enthusiastic statement "It really is a wonderful restaurant" further reinforces this sentiment. Therefore, the review is classified as POS (positive).