Update README.md

README.md

@@ -1,3 +1,42 @@
 ---
 license: apache-2.0
+task_categories:
+- text-classification
+language:
+- en
+size_categories:
+- 1K<n<10K
 ---
+This dataset is a subset of the data contained in https://github.com/amazon-science/dstc11-track2-intent-induction/tree/main
+
+The data is filtered by speaker_role as customer and number of intents is 1.
+
+This is an open-source dataset that can be used for demos and explorations.
+
+---
+license: apache-2.0
+
+This project is licensed under the Apache-2.0 License.
+
+Please cite the following papers if using the tasks, code, or data from this track in your work:
+```
+@misc{gung2023natcs,
+      title={NatCS: Eliciting Natural Customer Support Dialogues}, 
+      author={James Gung and Emily Moeng and Wesley Rose and Arshit Gupta and Yi Zhang and Saab Mansour},
+      year={2023},
+      eprint={2305.03007},
+      archivePrefix={arXiv},
+      primaryClass={cs.CL}
+}
+
+
+@misc{gung2023intent,
+      title={Intent Induction from Conversations for Task-Oriented Dialogue Track at DSTC 11}, 
+      author={James Gung and Raphael Shu and Emily Moeng and Wesley Rose and Salvatore Romeo and Yassine Benajiba and Arshit Gupta and Saab Mansour and Yi Zhang},
+      year={2023},
+      eprint={2304.12982},
+      archivePrefix={arXiv},
+      primaryClass={cs.CL}
+}
+```
+---