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ML
2010
ACM
135views Machine Learning» more  ML 2010»
12 years 11 months ago
Multi-domain learning by confidence-weighted parameter combination
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...
Mark Dredze, Alex Kulesza, Koby Crammer
EMNLP
2007
13 years 6 months ago
The CoNLL 2007 Shared Task on Dependency Parsing
The Conference on Computational Natural Language Learning features a shared task, in which participants train and test their learning systems on the same data sets. In 2007, as in...
Joakim Nivre, Johan Hall, Sandra Kübler, Ryan...
13
Voted
LREC
2010
122views Education» more  LREC 2010»
13 years 6 months ago
Using Linear Interpolation and Weighted Reordering Hypotheses in the Moses System
This paper proposes to introduce a novel reordering model in the open-source Moses toolkit. The main idea is to provide weighted reordering hypotheses to the SMT decoder. These hy...
Marta R. Costa-Jussà, José A. R. Fon...