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GraphER: A Structure-aware Text-to-Graph Model for Entity and Relation Extraction

Alt text

TO DO:

  • Implement negative sampling (both for entities and relations)
  • Add evaluation computation
  • Ablation study (scoring, ...)

For now, you can play with the beta version in colab:

@misc{zaratiana2024grapher,
      title={GraphER: A Structure-aware Text-to-Graph Model for Entity and Relation Extraction}, 
      author={Urchade Zaratiana and Nadi Tomeh and Niama El Khbir and Pierre Holat and Thierry Charnois},
      year={2024},
      eprint={2404.12491},
      archivePrefix={arXiv},
      primaryClass={cs.CL}
}