What are the emerging trends in NLP frameworks?
Some emerging trends include transformer models, increased focus on multilingual capabilities, and integration with other AI technologies.
How are transformer models changing the landscape of NLP?
Transformer models have revolutionized NLP by enabling better context understanding and generating more coherent text.
What role does transfer learning play in NLP frameworks?
Transfer learning allows models to leverage knowledge from one task to improve performance on another, making NLP more efficient.
Can you give examples of popular NLP frameworks?
Sure! Popular NLP frameworks include Hugging Face's Transformers, SpaCy, and Google's BERT.
What challenges do NLP frameworks face in the future?
Challenges include handling bias in data, improving interpretability, and ensuring ethical use of AI.
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