Svngoku/adaption-african-research-literature-current-events-qa

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

adaption-african-research-literature-current-events-qa

This dataset contains question-and-answer pairs covering diverse topics related to Africa, including literature, socio-economic development, current events, archaeology, and renewable energy. The content features detailed, informative responses that analyze contemporary trends, historical contexts, and regional challenges across the continent. Designed for natural language processing tasks, the samples demonstrate high-quality, factual reasoning about African societies and cultures.

Dataset size

There are 1,000 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 22.9%.

Domain

• —Culture (26%)
• —Science (22%)
• —History (16%)

Language

• —English (100%)

Tone

• —Analytical (48%)
• —Informative (48%)
• —Educational (4%)

Evaluation Results

• —Quality Gains: <img src="https://proteus-prod-public.s3.us-east-1.amazonaws.com/temp/80727975-31af-4690-b250-2f9c4a8673c0.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/eb7229a9-152b-4bb7-9ca8-d68a4a036f93.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/a5302d14-e93e-4322-8573-f7e3ced60c99.png" alt="Percentile Chart" style="max-width: 50%; display: block; margin-left: auto; margin-right: auto;" />