Our CoNLL-18 submission system for Parsing which uses Deep Biaffine Parser as its backbone.
- ELMo features
- UDLexicons features
- LSTM pre-training through NLM (NLM Init. feature)
- Read/Write directly in CoNLL-U
- Integration with CoNLL-18 evaluation script
- Install the dependencies (ensure conda is working before running the setup):
bash setup.sh
- Check if everything works through a dry run (should take less than 30 minutes):
bash sample_run/run.sh check
- Perform a complete run of the parser on en_lines treebank:
bash sample_run/run.sh complete
Instructions to start the training/testing for the finale run can be found here.
- NeuroNLP2 from XuezheMax
- Chu-Liu-Edmonds from bastings
ELMoLex is GPL-licensed.