use FastText+BLSTM+CRF to do NER on JNLPBA2004, with 0.7011 f-score.
I got the JNLPBA2004 data set by this link.
On a single 2080ti, it takes about an hour to complete the entire process.
currently, it is a simple baseline, still lots of work i can do in the future:
- use character vector
- replace BIO with BIOES
- try BERT
- improve GPU utilization