What are some real-world challenges faced by NLP systems?
An example of an AI chatbot conversation about real-world NLP challenges.
What are some real-world challenges faced by NLP systems?
NLP systems face challenges like ambiguity, context understanding, and language diversity.
Can you explain what you mean by ambiguity?
Ambiguity occurs when a word or phrase has multiple meanings, making it hard for NLP to interpret correctly.
How does context affect NLP performance?
Context helps NLP systems understand the intended meaning of words based on surrounding text, improving accuracy.
What about language diversity? How does that impact NLP?
Language diversity means NLP must handle various languages and dialects, which can complicate model training and performance.
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