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CoNLL Shared Task 2007 Call for Participation
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Incremental Parsing with Minimal Features Using Bi-Directional LSTM. (arXiv:1606.06406v1 [cs.CL])

arxiv.org

Recently, neural network approaches for parsing have largely automated the combination of individual features, but still rely on (often a larger number of) atomic features created from human linguistic intuition, and potentially omitting important global context.