| --- |
| annotations_creators: [] |
| language: |
| - en |
| language_creators: [] |
| license: [] |
| multilinguality: |
| - monolingual |
| pretty_name: 'adaption-MITRA_FinReg' |
| size_categories: |
| - 10K<n<100K |
| source_datasets: |
| - 'original' |
| tags: |
| - adaption |
| - instruction-tuning |
| - corporate-business |
| - market-analysis |
| - news |
| task_categories: [] |
| task_ids: [] |
| --- |
| |
|  |
|
|
| This dataset is a remastered version prepared using [Adaption's](https://adaptionlabs.ai/app/auth) Adaptive Data platform. |
|
|
| # adaption-MITRA_FinReg |
| |
| This dataset consists of short news snippets and corporate announcements paired with sentiment labels classified as positive, negative, or neutral. The content covers diverse business topics including service descriptions, financial growth, legal disputes, and technology deployments. It is formatted as prompt-completion pairs suitable for training or evaluating sentiment analysis models in a financial or corporate context. |
| |
| ### Dataset size |
| |
| There are 28,298 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 170.0%. |
| |
| ### Domain |
| - Corporate-business (42%) |
| - Market-analysis (16%) |
| - News (16%) |
| |
| ### Language |
| - English (100%) |
| |
| ### Tone |
| - Informative (79%) |
| - Professional (11%) |
| - Urgent (5%) |
| |
| ### Evaluation Results |
| |
| - **Quality Gains:** |
| <img src="https://proteus-prod-public.s3.us-east-1.amazonaws.com/temp/efc1a5be-2c6f-408d-9bb3-fcf2fbf37d44.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/afcbe561-ffd8-4f8c-ac6a-a8bb6aa466fe.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/5535db7b-312f-4177-aec3-ebdff0376041.png" alt="Percentile Chart" style="max-width: 50%; display: block; margin-left: auto; margin-right: auto;" /> |
| |
