1553 search results - page 12 / 311 » Agnostic Domain Adaptation |
128
Voted
EMNLP
2006
15 years 4 months ago
2006
Discriminative learning methods are widely used in natural language processing. These methods work best when their training and test data are drawn from the same distribution. For...
115
Voted
NAACL
2010
15 years 1 months ago
2010
Current statistical parsers tend to perform well only on their training domain and nearby genres. While strong performance on a few related domains is sufficient for many situatio...
104
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IJCNLP
2005
Springer
15 years 9 months ago
2005
Springer
Abstract. This paper describes a method of adapting a domain-independent HPSG parser to a biomedical domain. Without modifying the grammar and the probabilistic model of the origin...
159
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DLOG
2000
15 years 4 months ago
2000
In this paper, we demonstrate that the main standard optimization techniques dependency directed backtracking and model merging can be adapted to description logics with concrete ...
126
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OTM
2004
Springer
15 years 8 months ago
2004
Springer
Abstract. This paper presents a knowledge-based approach to eLearning, where the domain ontology plays central role as a resource structuring the learning content and supporting ï¬...