60 search results - page 1 / 12 » A Mapping Between Classifiers and Training Conditions for WS... |
89
Voted
CICLING
2005
Springer
15 years 6 months ago
2005
Springer
This paper studies performance of various classifiers for Word Sense Disambiguation considering different training conditions. Our preliminary results indicate that the number and ...
101
Voted
LREC
2010
15 years 2 months ago
2010
In the paper we investigate the impact of data size on a Word Sense Disambiguation task (WSD). We question the assumption that the knowledge acquisition bottleneck, which is known...
96
Voted
ESANN
2004
15 years 2 months ago
2004
The classification problem of determining if a surveillance camera sees persons is tackled with two neural models: the Self-Organizing Map (SOM) with supervision as in a classical ...
102
Voted
KDD
2003
ACM
16 years 1 months ago
2003
ACM
Classification is a well-established operation in text mining. Given a set of labels A and a set DA of training documents tagged with these labels, a classifier learns to assign l...
120
Voted
ICPR
2006
IEEE
16 years 2 months ago
2006
IEEE
It is possible to broadly characterize two approaches to probabilistic modeling in terms of generative and discriminative methods. Provided with sufficient training data the discr...