How accurate is sentiment analysis in AI?

How accurate is sentiment analysis in AI?

Sentiment analysis in AI can be quite accurate, often achieving over 80% accuracy in many cases, but it varies by context.

What factors affect its accuracy?

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

Can it understand sarcasm?

Sarcasm is challenging for AI; it often misinterprets sarcastic remarks as literal, affecting accuracy.

What are some real-world applications?

Real-world applications include social media monitoring, customer feedback analysis, and market research.

How can I improve sentiment analysis results?

Improving results can involve using more diverse training data, fine-tuning models, and incorporating context.