Update README.md

README.md

@@ -24,80 +24,18 @@ configs:
   - split: train
     path: data/train-*
 license: other
+pretty_name: Stanford Encyclopedia Philosophy
+size_categories:
+- 100K<n<1M
 ---
-# Stanford Encyclopedia Philosophy
+# Stanford Encyclopedia Philosophy (Teeny-Tiny Castle)
 
-## Overview 
+This dataset is part of the tutorial tied to the [Teeny-Tiny Castle](https://github.com/Nkluge-correa/TeenyTinyCastle), an open-source repository containing educational tools for AI Ethics and Safety research. 
 
-The Stanford Encyclopedia of Philosophy (SEP) is a dynamic reference work, including over 1,770 entries written by top scholars in the field of philosophy.
-This dataset contains the full text of all articles contained within the SEP.
-Every row possesses information related to the original page (URL), the subject of the page (Category), and the text of the page (Text).
-This dataset can be used for NLP applications like text mining, classification, and generation.
-
-## Dataset Details
-
-We will create a text dataset using the articles from the [`Stanford Encyclopedia of Philosophy`](https://plato.stanford.edu/)
-
-
-```
-Title: The Stanford Encyclopedia of Philosophy
-https://plato.stanford.edu/
-Publisher:
-The Metaphysics Research Lab
-Philosophy Department
-Stanford University
-Stanford, CA 94305-4115
-International Standard Serial Number: ISSN 1095-5054
-```
-- Dataset Name: [stanford-encyclopedia-philosophy](https://huggingface.co/datasets/AiresPucrs/stanford-encyclopedia-philosophy)
-- Language:  English
-- Total Size: 182,531 demonstrations 
-
-## Contents
-
-The dataset consists of a data frame with the following columns:
-
-- metadata
-- label
-- category
-
-```bash
-{
-  "metadata": https://plato.stanford.edu/entries/abduction/,
-  "text": "See also the entry on scientific discovery, in particular the section on discovery as abduction.",
-  "category": abduction
-}
-```
-
-## How to use
+## How to Use
 
 ```python
 from datasets import load_dataset
 
-dataset = load_dataset("AiresPucrs/stanford-encyclopedia-philosophy", split='train')
-
-```
-
-## License
-
-The Stanford Encyclopedia of Philosophy Dataset is licensed under the [Other](https://plato.stanford.edu/info.html).
-
-# Cite as
-
-```
-@misc{teenytinycastle,
-    doi = {10.5281/zenodo.7112065},
-    url = {https://github.com/Nkluge-correa/TeenyTinyCastle},
-    author = {Nicholas Kluge Corr{\^e}a},
-    title = {Teeny-Tiny Castle},
-    year = {2024},
-    publisher = {GitHub},
-    journal = {GitHub repository}
-}
+dataset = load_dataset("AiresPucrs/stanford-encyclopedia-philosophy", split = 'train')
 ```
-
-**Disclaimer**
-
-This dataset is provided as is, without any warranty or guarantee of its accuracy or suitability for any purpose.
-The creators and contributors of this dataset are not liable for any damages or losses arising from its use.
-Please review and comply with the licenses and terms of the original datasets before use.