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ResearchFormerly WizWand

Japanese Word Segmentation on BCCWJ

98.67F1 ScoreLSTM
96.371696.968397.56598.1617Sep 23, 2017
Updated 8mo ago

Evaluation results

MethodLinks
LSTMcharacter embeddings=true, character-type embeddings=true, n-gram features=n=1, 2, 3, dictionary=gold2017.0998.67
LSTMcharacter embeddings=true, character-type embeddings=true, n-gram features=n=1, 2, 3, dictionary=system2017.0998.42
LSTMcharacter embeddings=true, character-type embeddings=true, n-gram features=n=1, 2, 32017.0998.41
KyTeaversion=0.4.62017.0998.34
LSTMcharacter embeddings=true, character-type embeddings=true, n-gram features=unigram, bigram2017.0998.05
LSTMcharacter embeddings=true, character-type embeddings=true, dictionary=system2017.0997.37
LSTMcharacter embeddings=true, character-type embeddings=true2017.0997.25
LSTMcharacter embeddings=true2017.0997
FFNNcharacter embeddings=true2017.0996.53
RNNcharacter embeddings=true2017.0996.46