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@deep-spin

SARDINE Lab (DeepSPIN)

Structure AwaRe moDelIng for Natural LanguagE — a research group focused on NLP, Deep Learning, Structured Prediction, and Sparse Modeling

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  1. entmax entmax Public

    The entmax mapping and its loss, a family of sparse softmax alternatives.

    Python 475 46

  2. infinite-former infinite-former Public

    Python 68 8

  3. tutorial tutorial Public

    Web page for our tutorial on latent structure for NLP

    47 3

  4. adasplash adasplash Public

    AdaSplash: Adaptive Sparse Flash Attention (aka Flash Entmax Attention)

    Python 46 2

  5. lp-sparsemap lp-sparsemap Public

    LP-SparseMAP: Differentiable sparse structured prediction in coarse factor graphs

    C++ 41 8

  6. triton-tutorial triton-tutorial Public

    From a+b to sparsemax(QK^T)V in Triton!

    Jupyter Notebook 35

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