Flash-SemiCRF enables exact semi-CRF inference on long sequences by evaluating edge potentials from compact prefix sums and streaming the forward-backward pass while preserving exact gradients.
PLoS Computational Biology3(3), 54 (2007) https://doi
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Streaming Structured Inference with Flash-SemiCRF
Flash-SemiCRF enables exact semi-CRF inference on long sequences by evaluating edge potentials from compact prefix sums and streaming the forward-backward pass while preserving exact gradients.