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Named Entity Recognition on German (test)

78.76F1 ScoreLample et al. (2016)
56.961662.620868.2873.9392Aug 31, 2019Sep 13, 2019Sep 27, 2019Oct 11, 2019Oct 25, 2019Nov 8, 2019Nov 22, 2019

Evaluation results

MethodLinks
Lample et al. (2016)Emb. type=skip-gram, Emb. dim=642019.1178.76
Monolingualtraining_data=annotated target language2019.0878.2
Xie et al. (2018)Emb. type=glove, Emb. dim=2002019.1178.16
Source-MonoEmb. type=fasttext, Emb. dim=3002019.1178.14
Lample et al. (2016)Emb. type=skip-gram-no-char, Emb. dim=642019.1175.06
TMPBackbone=BiLSTM + CRF with self-attention2019.0861.5
fast-alignBackbone=BiLSTM + CRF with self-attention2019.0860.1
Co-decoding2019.0858.5
BWETtranslation_type=word-by-word2019.0857.8