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N-gram language models

The classic statistical baseline. Predict the next token from the previous n−1.
RNNs (LSTM / GRU)

Recurrent models that carry a hidden state across the sequence.
CNNs for sequences

Convolutional models that read local windows in parallel.
Transformers

Self-attention over the whole sequence, the modern default.

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