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JAIR
2006
13 years 7 months ago
2006
The most basic assumption used in statistical learning theory is that training data and test data are drawn from the same underlying distribution. Unfortunately, in many applicati...
EACL
2006
ACL Anthology
13 years 9 months ago
2006
ACL Anthology
An algorithm based on the Generalized Hebbian Algorithm is described that allows the singular value decomposition of a dataset to be learned based on single observation pairs pres...
GRID
2004
Springer
14 years 29 days ago
2004
Springer
In this paper we report experience in the use of computational grids in the domain of natural language processing, particularly in the area of information extraction, to create qu...
NAACL
1994
13 years 9 months ago
1994
The Air Travel Information System (ATIS) domain serves as the common evaluation task for ARPA"spoken language system developers.1To support this task, the Multi-Site ATIS Dat...
ACL
2011
12 years 11 months ago
2011
It is well known that parsing accuracy suffers when a model is applied to out-of-domain data. It is also known that the most beneficial data to parse a given domain is data that ...