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andreaskuster / ner-and-pos-when-nothing-is-capitalized

ner and pos when nothing is capitalized - paper reproduction
GNU General Public License v3.0
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Reproduce POS experiments & add model description #19

Closed andreaskuster closed 4 years ago

andreaskuster commented 4 years ago

Comparison

Experiment Train Data Test Data Accuracy Avg Accuracy (Paper) Avg (Paper)
1.1 Cased Cased 0.9726933317897661357 - 97.85 -
1.2 Cased Uncased 0.8828577216948367834 0.92777552674230145955 88.66 93.26
2 Uncased Uncased 0.9651033225283631 0.9651033225283631 97.45 97.45
3.1 C+U Cased 0.9750810372771475 - 97.79 -
3.2 C+U Uncased 0.9659209307710118 0.97050098402407965 97.35 97.57
3.5.1 Half Mixed Cased 0.9712462375549896 - 97.85 -
3.5.2 Half Mixed Uncased 0.9618763023848113 0.96656126996990045 97.36 97.61
4 Cased Truecase 0.9503574322759898 0.9503574322759898 95.21 95.21
5 Truecase Truecase 0.9660584047233156 0.9660584047233156 97.38 97.38