| --- |
| annotations_creators: [] |
| language: |
| - en |
| language_creators: [] |
| license: [] |
| multilinguality: |
| - monolingual |
| pretty_name: 'adaption-us_bill_analysis_tasks' |
| size_categories: |
| - 1K<n<10K |
| source_datasets: |
| - 'original' |
| tags: |
| - adaption |
| - instruction-tuning |
| - legal |
| - governance |
| task_categories: [] |
| task_ids: [] |
| --- |
| |
|  |
|
|
| This dataset is a remastered version prepared using [Adaption's](https://adaptionlabs.ai/app/auth) Adaptive Data platform. |
|
|
| # adaption-us_bill_analysis_tasks |
| |
| This dataset contains pairs of prompts and completions focused on analyzing US Congressional bills through various legal lenses. Tasks include extracting key provisions into structured tables, identifying legislative mechanisms, conducting risk assessments, generating compliance checklists, and performing impact analyses. The completions feature step-by-step reasoning followed by formatted summaries, tables, or lists detailing the bill's effects, obligations, and statutory changes. |
| |
| ### Dataset size |
| |
| There are 6,648 data points in this dataset. This is an instruction tuning dataset. |
| |
| ### Quality of Remastered Dataset |
| |
| The final quality is A, with a relative quality improvement of 55.0%. |
| |
| ### Domain |
| - Legal (70%) |
| - Governance (30%) |
| |
| ### Language |
| - English (100%) |
| |
| ### Tone |
| - Analytical (60%) |
| - Professional (20%) |
| - Informative (16%) |
| |
| ### Evaluation Results |
| |
| - **Quality Gains:** |
| <img src="https://proteus-prod-public.s3.us-east-1.amazonaws.com/temp/97222f99-6306-4f8d-b272-a657c8231de6.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/021df174-d499-44ff-8cb8-fb85cce2975c.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/a946ad86-f7aa-41c8-861f-c23132c1f8b2.png" alt="Percentile Chart" style="max-width: 50%; display: block; margin-left: auto; margin-right: auto;" /> |
| |
