Named Entity Recognition on Ben-Mordecai Hebrew NER corpus 2005 (test)
86.93Precisionmorph-Hybrid +FT+CharLSTM
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| morph-Hybrid +FT+CharLSTMGranularity=morph-hybrid, Word Embeddings=fastText (FT), Char Embeddings=CharLSTM2020.07 | 86.93 | 83.59 | 85.22 | |
| token-single +FT+CharLSTMGranularity=token-single, Word Embeddings=fastText (FT), Char Embeddings=CharLSTM2020.07 | 86.84 | 82.6 | 84.71 | |
| Ben-Mordecai (2005)Model Architecture=MEMM+HMM+REGEX2020.07 | 84.54 | 74.31 | 79.1 |