Linear Online Learning over Structured Data with Distributed Tree Kernels
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Roberto Basili | Danilo Croce | Fabio Massimo Zanzotto | Simone Filice | Simone Filice | D. Croce | Roberto Basili
[1] Claudio Gentile,et al. A New Approximate Maximal Margin Classification Algorithm , 2002, J. Mach. Learn. Res..
[2] Koby Crammer,et al. Online Passive-Aggressive Algorithms , 2003, J. Mach. Learn. Res..
[3] Michael Collins,et al. New Ranking Algorithms for Parsing and Tagging: Kernels over Discrete Structures, and the Voted Perceptron , 2002, ACL.
[4] Lucien Tesnière. Éléments de syntaxe structurale , 1959 .
[5] Thomas Gärtner,et al. A survey of kernels for structured data , 2003, SKDD.
[6] Bennet B. Murdock,et al. A distributed memory model for serial-order information. , 1983 .
[7] Dell Zhang,et al. Question classification using support vector machines , 2003, SIGIR.
[8] Yoram Singer,et al. Pegasos: primal estimated sub-gradient solver for SVM , 2011, Math. Program..
[9] Geoffrey E. Hinton,et al. Distributed representations and nested compositional structure , 1994 .
[10] James A. Anderson,et al. A theory for the recognition of items from short memorized lists , 1973 .
[11] Geoffrey E. Hinton,et al. Distributed Representations , 1986, The Philosophy of Artificial Intelligence.
[12] John B. Lowe,et al. The Berkeley FrameNet Project , 1998, ACL.
[13] Thorsten Joachims,et al. Training linear SVMs in linear time , 2006, KDD '06.
[14] Jeffrey Pennington,et al. Dynamic Pooling and Unfolding Recursive Autoencoders for Paraphrase Detection , 2011, NIPS.
[15] Gert Cauwenberghs,et al. SVM incremental learning, adaptation and optimization , 2003, Proceedings of the International Joint Conference on Neural Networks, 2003..
[16] Michael Collins,et al. Convolution Kernels for Natural Language , 2001, NIPS.
[17] Yoram Singer,et al. The Forgetron: A Kernel-Based Perceptron on a Budget , 2008, SIAM J. Comput..
[18] Richard Johansson,et al. The Effect of Syntactic Representation on Semantic Role Labeling , 2008, COLING.
[19] Slobodan Vucetic,et al. Online Passive-Aggressive Algorithms on a Budget , 2010, AISTATS.
[20] Roberto Basili,et al. Structured Lexical Similarity via Convolution Kernels on Dependency Trees , 2011, EMNLP.
[21] Barbara Caputo,et al. The projectron: a bounded kernel-based Perceptron , 2008, ICML '08.
[22] F. A B I O M A S S I M O Z A N Z O T T O,et al. A machine learning approach to textual entailment recognition , 2009 .
[23] W. B. Johnson,et al. Extensions of Lipschitz mappings into Hilbert space , 1984 .
[24] Yoshua. Bengio,et al. Learning Deep Architectures for AI , 2007, Found. Trends Mach. Learn..
[25] Roberto Basili,et al. Tree Kernels for Semantic Role Labeling , 2008, CL.
[26] Koby Crammer,et al. Ultraconservative Online Algorithms for Multiclass Problems , 2001, J. Mach. Learn. Res..
[27] Fabio Massimo Zanzotto,et al. Distributed Tree Kernels , 2012, ICML.
[28] James L. McClelland,et al. Parallel distributed processing: explorations in the microstructure of cognition, vol. 1: foundations , 1986 .
[29] Claudio Gentile,et al. Tracking the best hyperplane with a simple budget Perceptron , 2006, Machine Learning.
[30] F ROSENBLATT,et al. The perceptron: a probabilistic model for information storage and organization in the brain. , 1958, Psychological review.
[31] Jason Weston,et al. Natural Language Processing (Almost) from Scratch , 2011, J. Mach. Learn. Res..