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COLING
2010
13 years 3 months ago
Inducing Fine-Grained Semantic Classes via Hierarchical and Collective Classification
Research in named entity recognition and mention detection has typically involved a fairly small number of semantic classes, which may not be adequate if semantic class informatio...
Md. Altaf ur Rahman, Vincent Ng
COLING
2010
13 years 3 months ago
Semantic Classification of Automatically Acquired Nouns using Lexico-Syntactic Clues
In this paper, we present a two-stage approach to acquire Japanese unknown morphemes from text with full POS tags assigned to them. We first acquire unknown morphemes only making ...
Yugo Murawaki, Sadao Kurohashi
COLING
2010
13 years 3 months ago
Automatic Acquisition of Lexical Formality
There has been relatively little work focused on determining the formality level of individual lexical items. This study applies information from large mixedgenre corpora, demonst...
Julian Brooke, Tong Wang, Graeme Hirst
ACL
2012
11 years 11 months ago
Joint Feature Selection in Distributed Stochastic Learning for Large-Scale Discriminative Training in SMT
With a few exceptions, discriminative training in statistical machine translation (SMT) has been content with tuning weights for large feature sets on small development data. Evid...
Patrick Simianer, Stefan Riezler, Chris Dyer
ACL
2000
13 years 10 months ago
Multi-Component TAG and Notions of Formal Power
This paper presents a restricted version of Set-Local Multi-Component TAGs Weir, 1988 which retains the strong generative capacity of Tree-Local MultiComponent TAG i.e. produces t...
William Schuler, David Chiang, Mark Dras