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# cle-dependency-parser
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- A dependency parser that implements Chu–Liu/Edmonds' algorithm.
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[ ![ Code Issues] ( http://www.quantifiedcode.com/api/v1/project/18eed7d238484444811520e549c1a50d/badge.svg )] ( http://www.quantifiedcode.com/app/project/18eed7d238484444811520e549c1a50d )
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Configure start-cle.sh to tell the programm what to do. (Train, Test, ...)
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Training, Dev and Test Data has to be in ConLL06-Format (http://ilk.uvt.nl/conll/#dataformat )
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+ Performance:
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+ Models:
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+ 1 . 1 epoch, alpha = 0.5
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+ 2 . 10 epochs, alpha = 0.5
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+ 3 . 10 epochs, alpha = 0.5, alpha-decreasing
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+ English test data (F-Score in %):
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+ | Model | UAS | CS |
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+ | ------------- | :-------------:| -----:|
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+ | 1 | 83.0 | 13.0 |
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+ | 2 | 87.0 | 19.0 |
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+ | 3 | 87.0 | 18.0 |
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+ German test data (F-Score in %):
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+ | Model | UAS | CS |
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+ | ------------- | :-------------:| -----:|
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+ | 1 | 85.0 | 31.0 |
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+ | 2 | 88.0 | 37.0 |
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+ | 3 | 89.0 | 39.0 |
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