Update README.md

README.md

@@ -5,4 +5,29 @@ language:
 pretty_name: 'FAspell: Naturally-occurring Persian (Farsi) spelling mistakes'
 size_categories:
 - 1K<n<10K
----
+---
+
+# FASpell Dataset
+
+## Context
+The FASpell dataset was developed to evaluate spell-checking algorithms. It consists of pairs of misspelled Persian (Farsi) words and their corresponding corrected forms, similar to the ASpell dataset used for English.
+
+## Content
+The dataset is divided into two parts:
+1. **faspell_main**: A list of 5050 pairs collected from errors made by elementary school pupils and professional typists.
+2. **faspell_ocr**: A list of 800 pairs collected from the output of a Farsi OCR system.
+
+## Acknowledgements
+The dataset is based on a work from [http://pars.ie/lr/FAspell_Dataset](http://pars.ie/lr/FAspell_Dataset). Please acknowledge the use of this dataset by referencing one of the following papers:
+
+- Barari, L., & QasemiZadeh, B. (2005). CloniZER spell checker adaptive language independent spell checker. In AIML 2005 Conference CICC, Cairo, Egypt (pp. 65-71).
+- QasemiZadeh, B., Ilkhani, A., & Ganjeii, A. (2006, June). Adaptive language independent spell checking using intelligent traverse on a tree. In Cybernetics and Intelligent Systems, 2006 IEEE Conference on (pp. 1-6). IEEE.
+
+## License
+FASpell by Behrang QasemiZadeh is licensed under a [Creative Commons Attribution 4.0 International License](https://creativecommons.org/licenses/by/4.0/). This work is based on [http://pars.ie/lr/FAspell_Dataset](http://pars.ie/lr/FAspell_Dataset).
+
+## Inspiration
+The dataset can be used to explore various questions, including:
+- Which kinds of misspellings occur more often?
+- Are certain characters more likely to be misspelled? Certain words?
+- Can you construct a finite state automaton spell checker for Persian based on this data?