Update README.md

README.md

@@ -1,8 +1,38 @@
 ---
+dataset_info:
+  features:
+  - name: text
+    dtype: string
 license: apache-2.0
 language:
 - am
 pretty_name: Amharic Stopwords
 size_categories:
 - 1K<n<10K
----
+---
+
+# Amharic Stopwords
+
+The stopwords are build by [Yimam et al. (2021)](https://www.mdpi.com/1999-5903/13/11/275) at [LT Group](https://huggingface.co/uhhlt), University of Hamburg, Germany. 
+Initially, they were generated using an automated approach based on frequency, followed by manual validation.
+### Source 
+
+- **GitHub** https://github.com/uhh-lt/ethiopicmodels
+- **Dataset:** https://github.com/uhh-lt/ethiopicmodels/blob/master/am/normalization/amstopwords.txt
+- **Paper:** https://www.mdpi.com/1999-5903/13/11/275
+
+For citing this stopwords, please use the following:
+
+```
+@Article{fi13110275,
+AUTHOR = {Yimam, Seid Muhie and Ayele, Abinew Ali and Venkatesh, Gopalakrishnan and Gashaw, Ibrahim and Biemann, Chris},
+TITLE = {Introducing Various Semantic Models for Amharic: Experimentation and Evaluation with Multiple Tasks and Datasets},
+JOURNAL = {Future Internet},
+VOLUME = {13},
+YEAR = {2021},
+NUMBER = {11},
+ARTICLE-NUMBER = {275},
+URL = {https://www.mdpi.com/1999-5903/13/11/275},
+ISSN = {1999-5903},
+DOI = {10.3390/fi13110275}
+}