What are some effective NLP techniques for chatbots?
Some effective NLP techniques include intent recognition, entity extraction, sentiment analysis, and context management.
Can you explain intent recognition in more detail?
Intent recognition involves identifying the user's intention behind their message, allowing the chatbot to respond appropriately.
How does entity extraction work?
Entity extraction identifies specific data points in user input, like names, dates, or locations, to provide relevant responses.
What role does sentiment analysis play in chatbot interactions?
Sentiment analysis helps chatbots understand the emotional tone of user messages, enabling more empathetic responses.
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