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UAI
2004
15 years 1 months ago
Case-Factor Diagrams for Structured Probabilistic Modeling
We introduce a probabilistic formalism subsuming Markov random fields of bounded tree width and probabilistic context free grammars. Our models are based on a representation of Bo...
David A. McAllester, Michael Collins, Fernando Per...
NAACL
2007
15 years 1 months ago
Kernel Regression Based Machine Translation
We present a novel machine translation framework based on kernel regression techniques. In our model, the translation task is viewed as a string-to-string mapping, for which a reg...
Zhuoran Wang, John Shawe-Taylor, Sándor Sze...
MT
1998
56views more  MT 1998»
14 years 11 months ago
Translation Differences and Pragmatics-Based MT
: This paper examines differences between two professional translations into English of the same Spanish newspaper article. Among other explanations for these differences, such as ...
Stephen Helmreich, David Farwell
ACL
2006
15 years 1 months ago
Factorizing Complex Models: A Case Study in Mention Detection
As natural language understanding research advances towards deeper knowledge modeling, the tasks become more and more complex: we are interested in more nuanced word characteristi...
Radu Florian, Hongyan Jing, Nanda Kambhatla, Imed ...
BMCBI
2008
130views more  BMCBI 2008»
14 years 12 months ago
Gene Prospector: An evidence gateway for evaluating potential susceptibility genes and interacting risk factors for human diseas
Background: Millions of single nucleotide polymorphisms have been identified as a result of the human genome project and the rapid advance of high throughput genotyping technology...
Wei Yu, Anja Wulf, Tiebin Liu, Muin J. Khoury, Mar...