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Joint Morphological Tagging and Lemmatization on PDT 3.5 (test)

98.11Both CorrectRobeCzech
94.93895.761596.58597.4085May 24, 2021

Evaluation results

MethodLinks
RobeCzechDictionary usage=With Dictionary2021.0598.11
CzertDictionary usage=With Dictionary2021.0598.02
XLM-R largeDictionary usage=With Dictionary2021.0598.01
RobeCzechDictionary usage=Without Dictionary2021.0597.83
XLM-R largeDictionary usage=Without Dictionary2021.0597.69
CzertDictionary usage=Without Dictionary2021.0597.65
UDPipe 2+mBERT+FlairDictionary usage=With Dictionary2021.0597.65
mBERTDictionary usage=With Dictionary2021.0597.59
UDPipe 2+mBERT+FlairDictionary usage=Without Dictionary2021.0597.31
Slavic BERTDictionary usage=With Dictionary2021.0597.27
mBERTDictionary usage=Without Dictionary2021.0597.21
XLM-R baseDictionary usage=With Dictionary2021.0597.2
Slavic BERTDictionary usage=Without Dictionary2021.0596.81
XLM-R baseDictionary usage=Without Dictionary2021.0596.76
MorphoDiTaDictionary usage=With Dictionary2021.0595.06