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103
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LREC
2008
108views Education» more  LREC 2008»
15 years 4 months ago
Comparing Dependency and Constituent Syntax for Frame-semantic Analysis
We address the question of which syntactic representation is best suited for role-semantic analysis of English in the FrameNet paradigm. We compare systems based on dependencies a...
Richard Johansson, Pierre Nugues
135
Voted
NIPS
2008
15 years 4 months ago
Learning Taxonomies by Dependence Maximization
We introduce a family of unsupervised algorithms, numerical taxonomy clustering, to simultaneously cluster data, and to learn a taxonomy that encodes the relationship between the ...
Matthew B. Blaschko, Arthur Gretton
109
Voted
ACL
2006
15 years 4 months ago
Guiding a Constraint Dependency Parser with Supertags
We investigate the utility of supertag information for guiding an existing dependency parser of German. Using weighted constraints to integrate the additionally available informat...
Kilian A. Foth, Tomas By, Wolfgang Menzel
115
Voted
ACL
2006
15 years 4 months ago
Contextual Dependencies in Unsupervised Word Segmentation
Developing better methods for segmenting continuous text into words is important for improving the processing of Asian languages, and may shed light on how humans learn to segment...
Sharon Goldwater, Thomas L. Griffiths, Mark Johnso...
126
Voted
NIPS
2004
15 years 4 months ago
Spike-timing Dependent Plasticity and Mutual Information Maximization for a Spiking Neuron Model
We derive an optimal learning rule in the sense of mutual information maximization for a spiking neuron model. Under the assumption of small fluctuations of the input, we find a s...
Taro Toyoizumi, Jean-Pascal Pfister, Kazuyuki Aiha...