fix data count

README.md

@@ -20,7 +20,7 @@ tags:
 - cognates
 - rhyme
 - analogy
-pretty_name: 'PWESuite Evaluation v1'
+pretty_name: PWESuite Evaluation v1
 size_categories:
 - 100K<n<1M
 dataset_info:
@@ -37,13 +37,14 @@ dataset_info:
     dtype: string
   splits:
   - name: train
-    num_examples: 1330692
+    num_examples: 1738008
+license: apache-2.0
 ---
 
 # PWESuite-Eval
 
 Dataset composed of multiple smaller datasets used for the evaluation of phonetic word embeddings.
-Further description, usage and paper link TODO.
+See code for evaluation [here](https://github.com/zouharvi/pwesuite).
 
 Used datasets:
 - [CMU Pronunciation dictionary](http://www.speech.cs.cmu.edu/cgi-bin/cmudict)
@@ -58,3 +59,15 @@ Authors:
 - Nathaniel Robinson (CMU LTI, [contact](mailto:[email protected]))
 - Nathaniel Carlson (BYU, [contact](mailto:[email protected]))
 - David Mortensen (CMU LTI, [contact](mailto:[email protected]))
+
+If you use this dataset/evaluation, please cite:
+
+```
+@article{zouhar2023pwesuite,
+  title={{PWESuite}: {P}honetic Word Embeddings and Tasks They Facilitate},
+  author={Zouhar, Vil{\'e}m and Chang, Kalvin and Cui, Chenxuan and Carlson, Nathaniel and Robinson, Nathaniel and Sachan, Mrinmaya and Mortensen, David},
+  journal={arXiv preprint arXiv:2304.02541},
+  year={2023},
+  url={https://arxiv.org/abs/2304.02541}
+}
+```