What are some common challenges faced by NLP tools?
Some common challenges include understanding context, handling ambiguity, and processing slang or idioms.
Can you explain how context affects NLP performance?
Context helps NLP tools understand the meaning behind words based on surrounding text, improving accuracy.
What about dealing with different languages?
Different languages have unique structures and idioms, making it challenging for NLP tools to generalize across them.
Are there any solutions to these challenges?
Yes, techniques like transfer learning and using larger datasets can help improve NLP tool performance.
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