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138
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LREC
2008
103views Education» more  LREC 2008»
15 years 6 months ago
From Field Notes towards a Knowledge Base
We describe the process of converting plain text cultural heritage data to elements of a domain-specific knowledge base, using general machine learning techniques. First, digitise...
Piroska Lendvai, Steve Hunt
LREC
2008
142views Education» more  LREC 2008»
15 years 6 months ago
Corpus-Based Tools for Computer-Assisted Acquisition of Reading Abilities in Cognate Languages
This paper presents an approach to computer-assisted teaching of reading abilities using corpus data. The approach is supported by a set of tools for automatically selecting and c...
Svitlana Kurella, Serge Sharoff, Anthony Hartley
LREC
2008
130views Education» more  LREC 2008»
15 years 6 months ago
Boosting Precision and Recall of Hyponymy Relation Acquisition from Hierarchical Layouts in Wikipedia
This paper proposes an extension of Sumida and Torisawa's method of acquiring hyponymy relations from hierachical layouts in Wikipedia (Sumida and Torisawa, 2008). We extract...
Asuka Sumida, Naoki Yoshinaga, Kentaro Torisawa
144
Voted
NIPS
2008
15 years 6 months ago
An interior-point stochastic approximation method and an L1-regularized delta rule
The stochastic approximation method is behind the solution to many important, actively-studied problems in machine learning. Despite its farreaching application, there is almost n...
Peter Carbonetto, Mark Schmidt, Nando de Freitas
147
Voted
VMV
2008
170views Visualization» more  VMV 2008»
15 years 6 months ago
Robust contour-based object tracking integrating color and edge likelihoods
We present in this paper a novel object tracking system based on 3D contour models. For this purpose, we integrate two complimentary likelihoods, defined on local color statistics...
Giorgio Panin, Erwin Roth, Alois Knoll