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grit_doc_event_entity's Introduction

GRIT: Generative Role-filler Transformers for Document-level Event Entity Extraction (link) EACL'21

Dependencies

  • Python 3.6.10
  • Transformers: transformers 2.4.1 installed from source.
  • Pytorch-Lightning==0.7.1
  • Pytorch==1.4.0
  • seqeval

Dataset

  • ./data/muc, refer to ./data/muc/README.md for details

Eval

  • import eval_ceaf, from eval import eval_ceaf, read eval.py for details
  • eval on preds.out python eval.py --pred_file model_gtt/preds_s_t.out
  • run simple test case: python test_cases_eval.py

GTT model

Citation

If you use materials in this repo helpful, please cite.

grit_doc_event_entity's People

Contributors

xinyadu avatar

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