update dataset README

data/unified_datasets/README_TEMPLATE.md

@@ -2,8 +2,8 @@
 
 - **Repository:** data link
 - **Paper:** paper link
-- **Leaderboard:** leaderboard link if any
-- **Who transforms the dataset:** Name(email)
+- **Leaderboard:** leaderboard link if any else empty
+- **Who transforms the dataset:** Name(email, e.g. xxx at gmail dot com)
 
 ### Dataset Summary
 
@@ -28,6 +28,12 @@ TODO
 
 Please copy the statistics in `stat.txt` generated by `check.py` and paste here.
 
+### Citation
+
+```
+BibTex citation of the original dataset
+```
+
 ### Licensing Information
 
 TODO
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data/unified_datasets/multiwoz21/README.md

@@ -3,7 +3,7 @@
 - **Repository:** https://github.com/budzianowski/multiwoz
 - **Paper:** https://aclanthology.org/2020.lrec-1.53
 - **Leaderboard:** https://github.com/budzianowski/multiwoz
-- **Who transforms the dataset:** Qi Zhu(zhuq96@gmail.com)
+- **Who transforms the dataset:** Qi Zhu(zhuq96 at gmail dot com)
 
 ### Dataset Summary
 
@@ -41,6 +41,23 @@ English
 - **cat slot match**: how many values of categorical slots are in the possible values of ontology.
 - **non-cat slot span**: how many values of non-categorical slots have span annotation.
 
+### Citation
+
+```
+@inproceedings{eric-etal-2020-multiwoz,
+    title = "{M}ulti{WOZ} 2.1: A Consolidated Multi-Domain Dialogue Dataset with State Corrections and State Tracking Baselines",
+    author = "Eric, Mihail and Goel, Rahul and Paul, Shachi and Sethi, Abhishek and Agarwal, Sanchit and Gao, Shuyag and Hakkani-Tur, Dilek",
+    booktitle = "Proceedings of the 12th Language Resources and Evaluation Conference",
+    month = may,
+    year = "2020",
+    address = "Marseille, France",
+    publisher = "European Language Resources Association",
+    url = "https://aclanthology.org/2020.lrec-1.53",
+    pages = "422--428",
+    ISBN = "979-10-95546-34-4",
+}
+```
+
 ### Licensing Information
 
 Apache License, Version 2.0
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