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---
language: en
datasets:
- cuad
---
# 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*](https://github.com/gustavhartz/transformers-legal-tasks) 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](https://huggingface.co/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}
}
``` |