How accurate is sentiment analysis in chatbots?

How accurate is sentiment analysis in chatbots?

Sentiment analysis in chatbots can vary in accuracy, typically ranging from 70% to 90%, depending on the model and context.

What factors affect the accuracy of sentiment analysis?

Factors include the quality of training data, the complexity of language, and the specific algorithms used.

Can sentiment analysis understand sarcasm?

Sarcasm is challenging for sentiment analysis, as it often relies on context and tone, which can be difficult to interpret.

How can I improve the accuracy of my chatbot's sentiment analysis?

You can improve accuracy by using diverse training data, fine-tuning your model, and incorporating user feedback.