Ayush Ranjan
Experience Projects Research
Experience Projects Research
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Posts tagged with "nlp"

    Transformers
    Self-attention over the whole sequence — the modern default.
    CNNs for sequences
    Convolutional models that read local windows in parallel.
    RNNs (LSTM / GRU)
    Recurrent models that carry a hidden state across the sequence.
    N-gram language models
    The classic statistical baseline — predict the next token from the previous nāˆ’1.
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