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RaffiArdhi/adaption-financial-table-qa

This dataset is a remastered version prepared using Adaption's Adaptive Data platform. adaption-financial_table_qa This dataset contains question-answer pairs derived from corporate financial statements, including balance sheets and income statements for various companies. The prompts require extracting specific line items, calculating year-over-year percentage changes, or converting scaled values (millions/thousands) to absolute dollar amounts. Each completion provides the… See the full description on the dataset page: https://huggingface.co/datasets/RaffiArdhi/adaption-financial-table-qa.

sourceHugging Faceupdated 2mo agoView on Hugging Face
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This dataset is a remastered version prepared using Adaption's Adaptive Data platform.

adaption-financialtableqa

This dataset contains question-answer pairs derived from corporate financial statements, including balance sheets and income statements for various companies. The prompts require extracting specific line items, calculating year-over-year percentage changes, or converting scaled values (millions/thousands) to absolute dollar amounts. Each completion provides the final answer along with a breakdown of the source line, fiscal years, and calculation logic.

Dataset size

There are 3,244 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 8.6%.

Domain

  • —Corporate-business (78%)
  • —Math (14%)
  • —Market-analysis (6%)

Language

  • —English (98%)
  • —French (2%)

Tone

  • —Analytical (72%)
  • —Informative (24%)
  • —Objective (4%)

Evaluation Results

  • —Quality Gains: <img src="https://proteus-prod-public.s3.us-east-1.amazonaws.com/temp/0d8a3b74-7fb8-4c84-b60a-5978121e636d.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/5e725621-e91a-456b-9454-ffa5b5d218f1.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/6a054a00-3ba0-4962-9e03-9a2d8942f494.png" alt="Percentile Chart" style="max-width: 50%; display: block; margin-left: auto; margin-right: auto;" />