By Thomas Leslie Willett
ISBN-10: 0883128020
ISBN-13: 9780883128022
Read or Download A Reference Grammar of Southeastern Tepehuan (Summer Institute of Linguistics and the University of Texas at Arlington Publications in Linguistics) PDF
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Manning, C. D. (2010). Ensemble models for dependency parsing: Cheap and good? In Proceedings of NAACL, Los Angeles (pp. 649–652). , & Collins, M. (2009). An empirical study of semi-supervised structured conditional models for dependency parsing. In Proceedings of EMNLP, Singapore (pp. 551–560). Association for Computational Linguistics. , & Nivre, J. (2013). Target language adaptation of discriminative transfer parsers. In Proceedings of NAACL, Atlanta (pp. 1061–1071). Yarowsky, D. (1995).
Target language adaptation of discriminative transfer parsers. In Proceedings of NAACL, Atlanta (pp. 1061–1071). Yarowsky, D. (1995). Unsupervised word sense disambiguation rivaling supervised methods. In Proceedings of ACL, Cambridge (pp. 189–196). , & McDonald, R. (2012). Generalized higher-order dependency parsing with cube pruning. In Proceedings of EMNLP-CoNLL, Jeju Island (pp. 320–331). , & Nivre, J. (2011). Transition-based dependency parsing with rich non-local features. In Proceedings of ACL-HLT, Portland (pp.
3) can be efficiently computed by running the inside-outside algorithm in the constrained search space Vi . 0/ D 0, k D 0; 4: for i D 1 to I do {iterations } 5: Randomly select N1 instances from D and M1 instances from D 0 to compose a new data set Di , and shuffle it. b  Di at one step. 2 Stochastic Gradient Descent (SGD) Training L2-norm regularized SGD training is applied to iteratively learn feature weights w for our CRF-based baseline and semi-supervised parsers. At each step, the algorithm approximates a gradient with a small subset of the training examples and then updates the feature weights.
A Reference Grammar of Southeastern Tepehuan (Summer Institute of Linguistics and the University of Texas at Arlington Publications in Linguistics) by Thomas Leslie Willett
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