| --- |
| license: cc-by-4.0 |
| language: |
| - en |
| size_categories: |
| - 10K<n<100K |
| --- |
| |
| # 🐾 Taming CATS — Dataset Collection |
|
|
| This repository serves as a **central landing page** for the datasets used in the study: |
|
|
| > **Taming CATS: Controllable Automatic Text Simplification through Instruction Fine-Tuning with Control Tokens** |
|
|
| 🔗 **Code**: https://github.com/shtosti/taming-CATS |
| 📄 **Paper**: TODO (add link once available) |
|
|
| --- |
|
|
| ## Overview |
|
|
| We provide a **multi-domain collection of datasets** for controllable automatic text simplification (CATS), covering: |
|
|
| - 🏥 medical text |
| - 🏛️ public administration |
| - 📚 encyclopedic text |
|
|
| All datasets have been: |
|
|
| - cleaned and filtered |
| - transformed into a **unified JSON schema** |
| - enriched with **precomputed control attributes**, including: |
| - readability metrics (FKGL, ARI, Dale–Chall) |
| - compression ratios (character and word level) |
|
|
| The unified format enables consistent **training, evaluation, and cross-domain comparison**. |
|
|
| --- |
|
|
| ## Available Datasets |
|
|
| The following datasets are publicly available on Hugging Face: |
|
|
| ### 🏥 Med-EASi (Medical Domain) |
| - 🔗 https://huggingface.co/datasets/shtosti/Med-EASi |
| - 📌 `shtosti/Med-EASi` |
|
|
| ### 🏛️ SimPA (Public Administration Domain) |
| - 🔗 https://huggingface.co/datasets/shtosti/SimPA |
| - 📌 `shtosti/SimPA` |
|
|
| ### 📚 WikiLarge (Encyclopedic Domain) |
| - 🔗 https://huggingface.co/datasets/shtosti/WikiLarge_ori_splitwise |
| - 📌 `shtosti/WikiLarge_ori_splitwise` |
|
|
| Each dataset includes: |
|
|
| - standardized JSONL format |
| - precomputed readability and compression metrics |
| - train / validation / test splits |
| - preprocessing and filtering as described in the paper |
|
|
| ## Newsela Dataset |
|
|
| The **Newsela** dataset was also used in this study but **cannot be redistributed** due to licensing restrictions. |
|
|
| Researchers can obtain access through the official Newsela data release. |
|
|
| --- |
|
|
| ## Data Format |
|
|
| All datasets follow a unified structure, including: |
|
|
| - `source_text` |
| - `simplification_text` |
| - `source_metrics` |
| - `target_metrics` |
| - metadata (domain, dataset, annotation type, etc.) |
|
|
| This schema enables **direct use for controllable generation tasks** without additional preprocessing. |
|
|
| --- |
|
|
| ## License |
|
|
| This repository serves as an **index of datasets** and does not contain the datasets themselves. |
|
|
| Each dataset is distributed under its **original license**. |
| Please refer to the individual dataset pages for detailed licensing information. |
|
|
| --- |
|
|
| ## Citation |
|
|
| If you use these datasets, please cite: |
| TODO add once available |
|
|
