European Languages

Monolingual NER Results for various Languages

The Neural NER system implemented by me as part of the papers TALLIP paper and ACL 2018 Paper achieves the following F1-Scores on various languages. Results Language Dataset Word Embeddings Reference F1 Score English CoNLL 2003 Spectral Embeddings Arxiv Paper 90.94 Spanish CoNLL 2002 Spectral Embeddings Arxiv Paper 85.75 Dutch CoNLL 2002 Spectral Embeddings Arxiv Paper 85.20 German Link Spectral Embeddings ACL 2018 Paper 87.64 Italian Evalita 2009 Spectral Embeddings ACL 2018 Paper 75.