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---
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 |