| --- |
| annotations_creators: [] |
| language: |
| - en |
| language_creators: [] |
| license: [] |
| multilinguality: |
| - monolingual |
| pretty_name: 'adaption-minimal_diff_proofreading (augmented)' |
| size_categories: |
| - 1K<n<10K |
| source_datasets: [] |
| tags: |
| - adaption |
| - instruction-tuning |
| - writing-editing-communication |
| task_categories: [] |
| task_ids: [] |
| --- |
| |
|  |
|
|
| This dataset is a remastered version prepared using [Adaption's](https://adaptionlabs.ai/app/auth) Adaptive Data platform. |
|
|
| # adaption-minimal_diff_proofreading (augmented) |
|
|
| This dataset consists of instruction-response pairs designed for minimal-difference proofreading across multiple English text formats, including business reports, technical documents, and casual messages. Prompts present text containing objective spelling, punctuation, grammar, and syntax errors, alongside error-free passages. Responses provide direct corrections that fix genuine errors while preserving the original wording, tone, and structure without stylistic rephrasing. |
|
|
| ### Dataset size |
|
|
| There are 9,988 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 -3.7%. |
|
|
| ### Domain |
| - Writing-editing-communication (100%) |
|
|
| ### Language |
| - English (100%) |
|
|
| ### Tone |
| - Professional (42%) |
| - Helpful (30%) |
| - Objective (10%) |
|
|
| ### Evaluation Results |
|
|
| - **Quality Gains:** |
| <img src="https://proteus-prod-public.s3.us-east-1.amazonaws.com/temp/08218e20-3a79-4c94-9360-cec9b7d467d8.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/ca574c8e-afd5-4407-b4a7-1f18fd20bac7.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/9697b02c-cb05-40a9-83e4-b6eb05da87fb.png" alt="Percentile Chart" style="max-width: 50%; display: block; margin-left: auto; margin-right: auto;" /> |
|
|
