Update README.md

README.md

@@ -1,3 +1,45 @@
 ---
 license: mit
+task_categories:
+- summarization
+language:
+- pt
+tags:
+- pt
+- pt-br
+- summarization
+- abstractive summarization
+- news
+pretty_name: RecognaSumm
+size_categories:
+- 100K<n<1M
 ---
+
+# RecognaSumm Dataset
+
+## Introduction
+RecognaSumm is a novel and comprehensive database specifically designed for the task of automatic text summarization in Portuguese. RecognaSumm stands out due to its diverse origin, composed of news collected from a variety of information sources, including agencies and online news portals. The database was constructed using web scraping techniques and careful curation, re sulting in a rich and representative collection of documents covering various topics and journalis tic styles. The creation of RecognaSumm aims to fill a significant void in Portuguese language summarization research, providing a training and evaluation foundation that can be used for the development and enhancement of automated summarization models.
+
+## News Categories
+| Category                                                                                                | # of news| 
+| :-:                                                                                                    | :-:                        | 
+|Brazil | 14,131 |
+|Economy | 12,613 |
+|Entertainment | 5,337|
+|Health | 24,921| 
+|Policy | 29,909 |
+|Science and Technology | 15,135 |
+|Sports | 2,915 |
+|Travel and Gastronomy | 2,893 |
+| World | 27,418 |
+| **Total** | **135,272** |
+
+## PTT5-Summ Model
+
+We also trained the [PTT5](https://github.com/unicamp-dl/PTT5) model on this dataset and made it available on HuggingFace. [Click here to access](https://huggingface.co/recogna-nlp/ptt5-base-summ).
+
+# Citation
+
+### RecognaSumm: A Novel Brazilian Summarization Dataset (PROPOR 2024)
+
+    Comming soon