Dear Keramatfar,

Luis Adrián Cabrera-Diego is right. Please go through this.

Tanks, but i need english text.

Document understanding conference: http://duc.nist.gov

Look at R packages ie tm and others.

it depends on whether you are interested single or multi document summarization. Check TAC datasets

https://tac.nist.gov//  

As Vesile Evrim and Nasreen Jadhim said, the DUC and TAC datasets, are the most important corpora in English about summarization.

For other summarization corpora, but in French, there is:

Puces: http://dev.termwatch.es/~fresa/CORPUS/PUCES/

RPM2: http://rpm2.org/outils_et_ressources-en.html (Multidocument)

you can check data repositories at kdnuggets:

http://www.kdnuggets.com/datasets/index.html

Check out the data set published on kaggle.

https://www.kaggle.com/sunnysai12345/news-summary

Try the Australian Legal Cases dataset:

https://archive.ics.uci.edu/ml/datasets/Legal+Case+Reports

I have already worked on it for extractive summarization:

https://github.com/aneesh-joshi/Auto-Text-Summarizer

Hi

This dataset is suitable:

https://rtltds.github.io

Raw Data RTLTDS Dataset

You could easily create this dataset, just upload the text files on dataturks and write summaries for them there and download, check out more here.

http://dataturks.com/

Dear Keramatfar,

Luis Adrián Cabrera-Diego is right. Please go through this.

Datasets for text summarization:

1. https://github.com/mathsyouth/awesome-text-summarization#corpus

2. http://nlpprogress.com/english/summarization.html Benchmarks & papers are also given for each dataset mentioned on this page.

http://www.kdnuggets.com/datasets/index.html