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Titlebook: Entropy Guided Transformation Learning: Algorithms and Applications; Cícero Nogueira Santos,Ruy Luiz Milidiú Book 2012 The Author(s) 2012

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Named Entity Recognition in a text and classifying them among several given categories of interest. We apply ETL and ETL Committee to three different corpora in three different languages: Portuguese, Spanish and Dutch. ETL system achieves state-of-the-art competitive results for the three corpora. Moreover, ETL Committee s
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Semantic Role Labelingn a given text. Some of these event structures include . did . to ., . and .. We evaluate the performance of ETL over two English language corpora: CoNLL-2004 and CoNLL-2005. ETL system achieves regular results for the two corpora. However, for the CoNLL-2004 Corpus, our ETL system outperforms the T
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Conclusionsation based learning by solving the TBL bottleneck: the construction of good template sets. ETL relies on the use of the information gain measure to select feature combinations that provide effective template sets. In this work, we also present ETL committee, an ensemble method that uses ETL as the
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Erarbeitung praktikabler Dimensionierungsrichtlinien für Metallklebverbindungen
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