What is the primary purpose of Chatbots in the context of NLP?

• Organizing emails into different folders

• Analyze complex scientific data

• Suggesting corrections for spelling or grammar mistakes

• Chatting with users like a real person

How are clusters formed in clustering?

• By randomly assigning objects to groups

• By dividing data into equal-sized partitions

• By identifying similarities between objects

• By arranging data in numerical order

What technology helps some Chatbots choose responses during conversations?

• Neural networks

• Decision trees

• Genetic algorithms

• Quantum computing

What determines the responses of Chatbots in some cases?

• Machine learning algorithms

• Rules defined by developers

• Random selection

• User emotions

Which model is considered one of OpenAI's achievements in recent years?

• LSTM

• CNN

• GPT

• SVM

Which type of learning is based on unlabelled data Only?

• Supervised learning

• Unsupervised learning

• Semi-supervised learning

• Reinforcement learning

What is the key characteristic of fine-tuning?

• Relying solely on pre-trained data

• Avoiding feedback from human reviews

• Taking feedback and improving the model iteratively

• Skipping the training stage altogether

What is the purpose of this block?

• Restricts the total number of characters allowed in a message

• Limits the number of messages a user can send

• Sets the maximum number of words allowed in a single message

• Increases the length of messages to accommodate longer text

What is wrong with this code?

• 
• 
• 

This Block Generate this Output

• True

• False