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AI Chatbots- Episode 8: Part1 : KNOW IT ALL CHATBOTS

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AI Chatbots- Episode 8: Part1 : KNOW IT ALL CHATBOTS
Chatbot are examples of Weak AI. Current generation of chatbot can be thought of smart dialog systems driven through techniques like NLP and fixed conversation flows.
Out of the box, a chatbot doesn’t understand any domain. We need to train the chatbot to understand the domain. Also, based on the complexity of the domain, you would incrementally train and add subdomains. For instance, a chatbot helping you book a cab is an example of fixed domain, while a chatbot helping assisting doctors for cancer treatment would be trained on various types of cancer incrementally. As mentioned in the shopping advisor example, understanding the meaning of the same word in different context is difficult for the current generation of NLP implementation to resolve and you need to rely on custom techniques to handle such conditions.
Now, let’s look at some marketing gimmicks around AI chatbots
#ai #chatbot
Chatbot are examples of Weak AI. Current generation of chatbot can be thought of smart dialog systems driven through techniques like NLP and fixed conversation flows.
Out of the box, a chatbot doesn’t understand any domain. We need to train the chatbot to understand the domain. Also, based on the complexity of the domain, you would incrementally train and add subdomains. For instance, a chatbot helping you book a cab is an example of fixed domain, while a chatbot helping assisting doctors for cancer treatment would be trained on various types of cancer incrementally. As mentioned in the shopping advisor example, understanding the meaning of the same word in different context is difficult for the current generation of NLP implementation to resolve and you need to rely on custom techniques to handle such conditions.
Now, let’s look at some marketing gimmicks around AI chatbots
#ai #chatbot