What is the impact of context in natural language processing?
An example of an AI chatbot conversation about the role of context in NLP.
What is the impact of context in natural language processing?
Context plays a crucial role in NLP as it helps in understanding the meaning behind words and phrases.
Can you give me an example of how context changes meaning?
Sure! The word 'bank' can mean a financial institution or the side of a river, depending on the context.
How do AI models incorporate context?
AI models use techniques like attention mechanisms and embeddings to capture and utilize context effectively.
What challenges do AI face in understanding context?
Challenges include ambiguity, sarcasm, and cultural references that may not be easily interpreted by AI.
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