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Yasshhhh/adaption-telugu-normalization

This dataset is a remastered version prepared using Adaption's Adaptive Data platform. adaption-telugu_normalization This dataset contains a collection of user queries and statements written in Telugu, covering diverse topics such as mobile troubleshooting, cyber security threats, insurance renewals, and emergency services. The samples vary from short keywords to detailed problem descriptions involving scams, natural disasters, and administrative procedures. It represents… See the full description on the dataset page: https://huggingface.co/datasets/Yasshhhh/adaption-telugu-normalization.

sourceHugging Faceupdated 3mo agoView on Hugging Face
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This dataset is a remastered version prepared using Adaption's Adaptive Data platform.

adaption-telugu_normalization

This dataset contains a collection of user queries and statements written in Telugu, covering diverse topics such as mobile troubleshooting, cyber security threats, insurance renewals, and emergency services. The samples vary from short keywords to detailed problem descriptions involving scams, natural disasters, and administrative procedures. It represents real-world information seeking behavior and support requests from Telugu-speaking users.

Dataset size

There are 8,174 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 40.0%.

Domain

  • —Legal (18%)
  • —Technology (16%)
  • —Governance (14%)

Language

  • —Telugu (100%)

Tone

  • —Helpful (36%)
  • —Informative (32%)
  • —Urgent (16%)

Evaluation Results

  • —Quality Gains: <img src="https://proteus-prod-public.s3.us-east-1.amazonaws.com/temp/0ce7197f-e48c-44b7-8d19-863d34265309.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/e86a4c77-40cf-4f9a-a07d-a2e93a884590.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/9ac55977-7766-4021-8872-8bdbc550495a.png" alt="Percentile Chart" style="max-width: 50%; display: block; margin-left: auto; margin-right: auto;" />