What are the main challenges in AI and natural language processing?
An example of an AI chatbot conversation about challenges in AI and natural language processing.
What are the main challenges in AI and natural language processing?
Some key challenges include understanding context, ambiguity in language, and handling diverse dialects.
Can you explain why understanding context is so difficult?
Understanding context is difficult because language can be highly nuanced, and the same words can have different meanings based on the situation.
What about ambiguity? How does it affect NLP?
Ambiguity can lead to misinterpretation of user intent, making it hard for AI to provide accurate responses.
Are there any recent advancements that help with these challenges?
Yes, advancements like transformer models and contextual embeddings have significantly improved how AI understands language.
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