Karthikrv/adaption-legal-clause-simplification

This dataset is a remastered version prepared using Adaption's Adaptive Data platform.

adaption-legalclausesimplification

This dataset contains pairs of formal legal or policy clauses and their simplified, plain-language equivalents. The prompts feature complex contractual language regarding payments, confidentiality, and benefits, while the completions provide clear, concise restatements. It is designed for training models to translate legalese into accessible text.

Dataset size

There are 8,063 data points in this dataset. This is an instruction tuning dataset.

Quality of Remastered Dataset

The final quality is B, with a relative quality improvement of 52.0%.

Domain

• —Legal (74%)
• —Hr (10%)
• —Governance (6%)

Language

• —English (100%)

Tone

• —Professional (92%)
• —Informative (8%)

Evaluation Results

• —Quality Gains: <img src="https://proteus-prod-public.s3.us-east-1.amazonaws.com/temp/39e30875-9112-4f96-ab70-86c615a1a714.png" alt="QualityGains" style="max-width: 50%; display: block; margin-left: auto; margin-right: auto;" />

• —Grade Improvement: <img src="https://proteus-prod-public.s3.us-east-1.amazonaws.com/temp/f224b2c7-e1cd-4432-afc9-ce09f45553b7.png" alt="Grade" style="max-width: 50%; display: block; margin-left: auto; margin-right: auto;" />

• —Percentile Chart: <img src="https://proteus-prod-public.s3.us-east-1.amazonaws.com/temp/b7a7c903-b993-4aad-a910-c442c56bd3fc.png" alt="Percentile Chart" style="max-width: 50%; display: block; margin-left: auto; margin-right: auto;" />