1553 search results - page 5 / 311 » Agnostic Domain Adaptation |
110
Voted
EMNLP
2007
15 years 4 months ago
2007
We describe our submission to the domain adaptation track of the CoNLL07 shared task in the open class for systems using external resources. Our main finding was that it was very...
131
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ECIR
2009
Springer
15 years 1 months ago
2009
Springer
Abstract. In the community of sentiment analysis, supervised learning techniques have been shown to perform very well. When transferred to another domain, however, a supervised sen...
90
Voted
CORR
2010
Springer
15 years 22 days ago
2010
Springer
102
Voted
ACL
2007
15 years 4 months ago
2007
Domain adaptation is an important problem in natural language processing (NLP) due to the lack of labeled data in novel domains. In this paper, we study the domain adaptation prob...
131
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EMNLP
2008
15 years 4 months ago
2008
NLP tasks are often domain specific, yet systems can learn behaviors across multiple domains. We develop a new multi-domain online learning framework based on parameter combinatio...