221 search results - page 1 / 45 » Domain Adaptation for Statistical Classifiers |
JAIR
2006
13 years 4 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...
CIKM
2007
Springer
13 years 10 months ago
2007
Springer
ML
2010
ACM
12 years 11 months ago
2010
ACM
State-of-the-art statistical NLP systems for a variety of tasks learn from labeled training data that is often domain specific. However, there may be multiple domains or sources o...
COLING
2008
2008
Domain Adaptation for Statistical Machine Translation with Domain Dictionary and Monolingual Corpora
13 years 6 months ago
tra Statistical machine translation systems are usually trained on large amounts of bilingual text and monolingual text. In this paper, we propose a method to perform domain adapta...