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PKDD
2010
Springer
160views Data Mining» more  PKDD 2010»
15 years 2 months ago
Entropy and Margin Maximization for Structured Output Learning
Abstract. We consider the problem of training discriminative structured output predictors, such as conditional random fields (CRFs) and structured support vector machines (SSVMs)....
Patrick Pletscher, Cheng Soon Ong, Joachim M. Buhm...
CBRMD
2010
69views more  CBRMD 2010»
15 years 2 months ago
Semantic Content Models in ARA
Abstract. Clinical research significantly contributes to the better understanding of diseases and their treatment. Physicians, however, could not take fully advantage of the result...
Nadezhda Govedarova, Sonja Niepage, Hans-Dieter Bu...
ACL
2010
15 years 2 months ago
Hard Constraints for Grammatical Function Labelling
For languages with (semi-) free word order (such as German), labelling grammatical functions on top of phrase-structural constituent analyses is crucial for making them interpreta...
Wolfgang Seeker, Ines Rehbein, Jonas Kuhn, Josef v...
DLS
2010
162views Languages» more  DLS 2010»
15 years 2 months ago
Proxies: design principles for robust object-oriented intercession APIs
Proxies are a powerful approach to implement meta-objects in object-oriented languages without having to resort to metacircular interpretation. We introduce such a meta-level API ...
Tom Van Cutsem, Mark S. Miller
ACL
2009
15 years 2 months ago
Hidden Markov Tree Model in Dependency-based Machine Translation
We would like to draw attention to Hidden Markov Tree Models (HMTM), which are to our knowledge still unexploited in the field of Computational Linguistics, in spite of highly suc...
Zdenek Zabokrtský, Martin Popel