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This paper introduces a Maximum Entropy dependency parser based on an efficient k- best Maximum Spanning Tree (MST) algo- rithm. Although recent work suggests that the edge-factored constraints of the …...

We describe a search algorithm for opti- mizing the number of latent states when estimating latent-variable PCFGs with spectral methods. Our results show that contrary to the common belief that …...