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Roberta Base Cuad Finetuned
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Roberta Base Cuad Finetuned
Developed by gustavhartz
RoBERTa model optimized for the Contract Understanding Atticus Dataset (CUAD) Q&A task, excelling in legal contract review tasks
Downloads 387
Release Time : 6/26/2022
Model Overview
This model is a RoBERTa model fine-tuned for legal contract review Q&A tasks on the CUAD dataset, outperforming similar models and suitable for automated contract clause review and Q&A tasks.
Model Features
Outstanding Legal Contract Q&A Performance
Achieves Top 1 F1 score of 85.68 and Top 3 F1 score of 94.06 on CUAD dataset, surpassing similar models
Optimized for Legal Texts
Fine-tuned specifically for legal contract review tasks, with strong understanding of legal terminology and contract clauses
Based on RoBERTa Architecture
Utilizes RoBERTa-base architecture with powerful natural language understanding capabilities
Model Capabilities
Legal Contract Clause Identification
Contract Question Answering
Contract Content Review
Legal Text Understanding
Use Cases
Legal Technology
Automated Contract Review
Automatically reviews key clauses and potential risk points in contracts
Accurately identifies over 90% of key clauses in contracts
Legal Q&A System
Answers specific questions about contract clauses
Top 3 question answering accuracy reaches 94.06%
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