What kind of training data do chatbots use?

What kind of training data do chatbots use?

Chatbots typically use a variety of training data, including text from conversations, FAQs, and user interactions.

How is this data collected?

Data can be collected from customer service logs, social media interactions, and user-generated content.

Is there a specific format for the training data?

Yes, training data is often structured in pairs of questions and answers, or as conversational transcripts.

How do you ensure the quality of the training data?

Quality is ensured through data cleaning, validation, and using diverse sources to cover various topics.

Can chatbots learn from new interactions?

Yes, many chatbots can be designed to learn from new interactions to improve their responses over time.