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Table 4

Dev-set results when incorporating an external lexicon.

Setting
Ext-Lexicon/Probs
F1 (4 cycles)
F1 (5 cycles)
Seg Oracle None 83.13 83.39 
Pipeline None 75.98 76.65 
 
Seg Oracle Uniform 84.92 84.56 
Pipeline Uniform 77.53 77.35 
 
Seg Oracle Hmm-Based 86.17 85.79 
Pipeline Hmm-Based 78.75 78.78 
Setting
Ext-Lexicon/Probs
F1 (4 cycles)
F1 (5 cycles)
Seg Oracle None 83.13 83.39 
Pipeline None 75.98 76.65 
 
Seg Oracle Uniform 84.92 84.56 
Pipeline Uniform 77.53 77.35 
 
Seg Oracle Hmm-Based 86.17 85.79 
Pipeline Hmm-Based 78.75 78.78 
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