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» Learning with structured sparsity
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146
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CI
2005
73views more  CI 2005»
15 years 7 months ago
Learning Preconditions for Planning from Plan Traces and HTN Structure
Okhtay Ilghami, Dana S. Nau, Héctor Mu&ntil...
161
Voted
AAI
2004
115views more  AAI 2004»
15 years 7 months ago
Machine Learning of Morphosyntactic Structure: Lemmatizing Unknown Slovene Words
Tomaz Erjavec, Saso Dzeroski
COLING
2002
15 years 7 months ago
Taxonomy Learning - Factoring the Structure of a Taxonomy into a Semantic Classification Decision
The paper examines different possibilities to take advantage of the taxonomic organization of a thesaurus to improve the accuracy of classifying new words into its classes. The re...
Viktor Pekar, Steffen Staab
EMNLP
2010
15 years 5 months ago
Efficient Graph-Based Semi-Supervised Learning of Structured Tagging Models
We describe a new scalable algorithm for semi-supervised training of conditional random fields (CRF) and its application to partof-speech (POS) tagging. The algorithm uses a simil...
Amarnag Subramanya, Slav Petrov, Fernando Pereira