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Finetuned legal contract review QA model based 👩‍⚖️ 📑

Best model presented in the master thesis Exploring CUAD using RoBERTa span-selection QA models for legal contract review for QA on the Contract Understanding Atticus Dataset. Full training logic and associated thesis available through link.

Outperform the most popular HF cuad model Rakib/roberta-base-on-cuad and is the best model for CUAD on Hugging Face 26/06/2022

Model name Top 1 Has Ans F1 Top 3 Has Ans F1
gustavhartz/roberta-base-cuad-finetuned 85.68 94.06
Rakib/roberta-base-on-cuad 81.26 92.48

For questions etc. go through the Github repo :)

Citation

If you found the code of thesis helpful you can please cite it :)

@thesis{ha2022,
  author = {Hartz, Gustav Selfort},
  title = {Exploring CUAD using RoBERTa span-selection QA models for legal contract review},
  language = {English},
  format = {thesis},
  year = {2022},
  publisher = {DTU Department of Applied Mathematics and Computer Science}
} 
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Dataset used to train gustavhartz/roberta-base-cuad-finetuned