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ANLP
2000
123views more  ANLP 2000»
15 years 6 months ago
Word Sense Disambiguation for Cross-Language Information Retrieval
We have developed a word sense disambiguation algorithm, following Cheng and Wilensky (1997), to disambiguate among WordNet synsets. This algorithm is to be used in a cross-langua...
Xiaoyong Liu, Ted Diamond, Anne Diekema
NIPS
2000
15 years 6 months ago
A PAC-Bayesian Margin Bound for Linear Classifiers: Why SVMs work
We investigate how the normalization of vectors influences the result of SVMs. 1 Normalization For the theoretical background, please refer to [1]. 2 Experiments We empirically co...
Ralf Herbrich, Thore Graepel
NAACL
1994
15 years 6 months ago
The Automatic Component of the LINGSTAT Machine-Aided Translation System
We present the newest implementation of the LINGSTAT machine-aided translation system. The moat signiflcsat change from earlier versions is a new set of modules that produce a dra...
Jonathan Yamron, James Cant, Anne Demedts, Taiko D...
129
Voted
ERCIMDL
2010
Springer
144views Education» more  ERCIMDL 2010»
15 years 5 months ago
A New Perspective on Collection Selection
Abstract. Collection selection is traditionally a sub-problem of metasearch, and identifies collections most likely to contain relevant documents. However, we propose to treat coll...
Helen Dodd, George Buchanan, Matt Jones
118
Voted
IPM
2008
100views more  IPM 2008»
15 years 4 months ago
Global term weights in distributed environments
This paper examines the estimation of global term weights (such as IDF) in information retrieval scenarios where a global view on the collection is not available. In particular, t...
Hans Friedrich Witschel