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ID: leaveoneout
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First approach toward Semantic Role Labeling for Basque
AbstractIn this paper, we present the first Semantic Role Labeling system developed for Basque. The system is implemented using machine learning techniques and trained with the Reference Corpus for the …...
Leave-one-out Word Alignment without Garbage Collector Effects
Expectation-maximization algorithms, such as those implemented in GIZA++ pervade the field of unsupervised word alignment. However, these algorithms have a problem of over-fitting, leading to “garbage collector effects,” where rare …...