Update README.md

README.md

@@ -35,3 +35,49 @@ configs:
   - split: test
     path: data/test-*
 ---
+
+# Named Entity Recognition in Wikipedia
+WikiGold is a manually annotated collection of Wikipedia text.
+
+## Structure
+- Number of labels: **9**
+```Python
+['O', 'B-LOC', 'I-LOC', 'B-MISC', 'I-MISC', 'B-ORG', 'I-ORG', 'B-PER', 'I-PER']
+```
+### Train set
+Number of sentences in the train set: **1472**
+
+Label count in train set:
+| Label  | Count | Percentage (%) |
+|--------|-------|----------------|
+| O      | 26086 | 83.649190      |
+| I-ORG  | 1470  | 4.713805       |
+| I-PER  | 1303  | 4.178291       |
+| I-LOC  | 1175  | 3.767837       |
+| I-MISC | 1151  | 3.690877       |
+
+
+### Test set
+Number of sentences in the test set: **369**
+
+Label count in test set:
+| Label  | Count | Percentage (%) |
+|--------|-------|----------------|
+| O      | 6635  | 83.281034      |
+| I-ORG  | 488   | 6.125267       |
+| I-PER  | 331   | 4.154638       |
+| I-LOC  | 272   | 3.414083       |
+| I-MISC | 241   | 3.024978       |
+
+
+
+## Citation
+```
+ Dominic Balasuriya, Nicky Ringland, Joel Nothman, Tara Murphy, and James R. Curran. 2009.
+Named Entity Recognition in Wikipedia.
+In Proceedings of the 2009 Workshop on The People’s Web Meets NLP: Collaboratively Constructed Semantic Resources (People’s Web), pages 10–18, Suntec, Singapore.
+Association for Computational Linguistics.
+```
+
+## License
+WikiGold is licensed under CC-BY 4.0. To view this license, visit the [link](https://creativecommons.org/licenses/by/4.0/).