How does NLP understand context?
An example of an AI chatbot conversation about how NLP interprets context in language.
How does NLP understand context in conversations?
NLP understands context by analyzing the surrounding words and phrases, using techniques like word embeddings.
Can you explain what word embeddings are?
Word embeddings are numerical representations of words that capture their meanings based on context, allowing for better understanding.
How does this relate to machine learning?
Machine learning models use word embeddings to learn patterns in language, improving their ability to understand context.
Are there any limitations to NLP in understanding context?
Yes, NLP can struggle with sarcasm, idioms, and ambiguous phrases, which can lead to misunderstandings.
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