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README.md

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 This is the codebase for [EmoWOZ: A Large-Scale Corpus and Labelling Scheme for Emotion Recognition in Task-Oriented Dialogue Systems](https://aclanthology.org/2022.lrec-1.436/). 
 
+06/2023 Update: EmoWOZ is now available in [Huggingface Datasets Repository](https://huggingface.co/datasets/hhu-dsml/emowoz). You can load EmoWOZ using the following code:
+
+```
+from datasets import load_dataset
+
+# The second argument is by default 'emowoz', which loads all dialogues from subset. 
+# Use 'multiwoz' or 'dialmage' to load specific subsets.
+dataset = load_dataset("hhu-dsml/emowoz", 'emowoz', use_auth_token=True)
+```
 
 ### Data