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roberta-base-cuad-finetuned
gustavhartz/roberta-base-cuad-finetuned
roberta-base-cuad-finetuned is a question answering model from gustavhartz. Use it when the input is a question plus a passage. It is set up for transformers.
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…
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At a glance
- Task
- Question Answering
- Library
- transformers
- Model type
- roberta
- Access
- Public
- Created
- Jun 26, 2022
- Updated
- Aug 2, 2022
- SHA
- b479cdcc
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Datasets
Model card
From the Hugging Face model README
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}
}
- Task
- Question Answering
- Library
- transformers
- Type
- roberta
- Languages
- en
- Created
- Jun 26, 2022
- Updated
- Aug 2, 2022