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» Domain Adaptation with Multiple Sources
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EMNLP
2007
13 years 9 months ago
Frustratingly Hard Domain Adaptation for Dependency Parsing
We describe some challenges of adaptation in the 2007 CoNLL Shared Task on Domain Adaptation. Our error analysis for this task suggests that a primary source of error is differenc...
Mark Dredze, John Blitzer, Partha Pratim Talukdar,...
ECIR
2011
Springer
12 years 11 months ago
Weight-Based Boosting Model for Cross-Domain Relevance Ranking Adaptation
Adaptation techniques based on importance weighting were shown effective for RankSVM and RankNet, viz., each training instance is assigned a target weight denoting its importance ...
Peng Cai, Wei Gao, Kam-Fai Wong, Aoying Zhou
KAIS
2006
95views more  KAIS 2006»
13 years 7 months ago
Discovering mappings in hierarchical data from multiple sources using the inherent structure
Unprecedented amounts of media data are publicly accessible. However, it is increasingly difficult to integrate relevant media from multiple and diverse sources for effective appli...
K. Selçuk Candan, Jong Wook Kim, Huan Liu, ...
AUSFORENSICS
2004
13 years 9 months ago
Generalising Event Forensics Across Multiple Domains
In cases involving computer related crime, event oriented evidence such as computer event logs, and telephone call records are coming under increased scrutiny. The amount of techn...
Bradley Schatz, George M. Mohay, Andrew Clark
SEMWEB
2007
Springer
14 years 1 months ago
Ontology Revision as Non-Prioritized Belief Revision
Ontology revision is the process of managing an ontology when a new axiom or fact would render it inconsistent. So far, the AGM approach to belief revision has been adapted to work...
Mauro Mazzieri, Aldo Franco Dragoni