Entropy guided transformation learning: algorithms and applications
Cicero Nogueira dos Santos, Ruy Luiz Milidiu (Springer , 2012)
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| The authors describe ETL Committee, an ensemble method that uses ETL as the base learner. Experimental results show that ETL Committee improves the effectiveness of ETL classifiers. The application of ETL is presented to four Natural Language Processing (NLP) tasks : part-of-speech tagging, phrase chunking, named entity recognition and semantic role labeling. Extensive experimental results demonstrate that ETL is an effective way to learn accurate transformation rules, and shows better results than TBL with handcrafted templates for the four tasks. By avoiding the use of handcrafted templates, ETL enables the use of transformation rules to a greater range of tasks. |
 Entropy Guided Transformation Learning- Algorithms and Applications.pdf :: Unduh
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| No. Panggil : | e20407585 |
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| Penerbitan : | London: Springer , 2012 |
| Sumber Pengatalogan: | LibUI eng rda |
| Tipe Konten: | text |
| Tipe Media: | computer |
| Tipe Pembawa: | online resource |
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| Tautan: | http://link.springer.com/book/10.1007%2F978-1-4471-2978-3 |
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| No. Panggil | No. Barkod | Ketersediaan |
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| e20407585 | TERSEDIA |
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