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July 8, 2026Turkish Journal of EngineeringOpen Access

AI-Based Assistant for Generating and Analyzing Legal Documents

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Authors

APAruna Pavate

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Overview

Randomized trial demonstrates improved accuracy in legal document processing using AI tools, highlighting its potential impact on legal accessibility.

Key Points

  • This research aims to develop an AI-assisted tool that generates and analyzes legal documents to enhance accessibility.
  • Utilized a fine-tuned Distil-BERT model for classification and semantic comprehension.
  • Implemented data preprocessing and transformer-based feature extraction in an end-to-end framework.
  • Evaluated the model on a legal document dataset to measure accuracy and performance.
  • Achieved an accuracy of 82.01% on the legal document classification task.
  • Obtained a mean F1 score of 84.32%, indicating effectiveness in understanding legal documents.
  • Demonstrated that distillation-based knowledge transformers provide better generalization with reduced complexity.

Cite This Study

Aruna Pavate (2026) studied this question.

synapsesocial.com/papers/6a4dea28d2ea289ef628400fhttps://doi.org/10.31127/tuje.1843894
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Also Consider

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  1. 1An Approach to Get Legal Assistance Using Artificial Intelligence2026
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  5. 5A Systematic Literature Review of AI-Powered Legal and Financial Assistance Systems: Approaches, Challenges, and Future Directions2026