Nested Named Entity Recognition on CNEC 1.0 (test)
86.88F1 Scoreseq2seq+BERT+Flair
Evaluation Results
| Method | Links | |
|---|---|---|
| seq2seq+BERT+FlairEmbeddings=BERT+Flair2019.08 | 86.88 | |
| seq2seq+BERTEmbeddings=BERT2019.08 | 86.73 | |
| LSTM-CRF+BERT+FlairEmbeddings=BERT+Flair2019.08 | 85.7 | |
| LSTM-CRF+BERTEmbeddings=BERT2019.08 | 85.67 | |
| seq2seq+FlairEmbeddings=Flair2019.08 | 83.55 | |
| seq2seqEmbeddings=Standard2019.08 | 82.96 | |
| LSTM-CRF+FlairEmbeddings=Flair2019.08 | 81.74 | |
| Straková et al.2019.08 | 81.2 | |
| LSTM-CRFEmbeddings=Standard2019.08 | 80.28 |