How can I troubleshoot issues with my NLP tools?
An example of an AI chatbot conversation about troubleshooting NLP tools and techniques.
I'm having trouble with my NLP model not recognizing certain entities. What should I do?
First, check if your training data includes examples of those entities. If not, consider augmenting your dataset.
I've added more examples, but the model still struggles. Any other tips?
You might want to fine-tune your model's hyperparameters or try a different architecture that better suits your data.
What if the model is overfitting? How can I prevent that?
To prevent overfitting, you can use techniques like dropout, regularization, or increasing your training dataset.
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