What is NLP model architecture?
NLP model architecture refers to the design and structure of models used in natural language processing tasks.
Can you explain some common architectures used in NLP?
Sure! Common architectures include RNNs, LSTMs, GRUs, and Transformers, each with unique strengths.
What are Transformers and why are they popular?
Transformers are a type of model that use self-attention mechanisms, allowing them to process data more efficiently and effectively.
How do I choose the right architecture for my NLP task?
Choosing the right architecture depends on your specific task, data size, and computational resources. Transformers are often a good starting point.
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