Update README.md

README.md

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   - example_title: 'example 1'
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 A dialogue commonsense reasoner that generates Chain-of-Thought knowledge in a multi-hop manner given a dialogue history. Our DOCTOR is trained with [DONUT](https://huggingface.co/datasets/DLI-Lab/DONUT) which is also available on huggingface. 
+## Links for Reference
+
+- **Demo:https://dialoguecot.web.app/** 
+- **Repository:https://github.com/kyle8581/DialogueCoT** 
+- **Paper:https://arxiv.org/abs/2310.09343** 
+- **Point of Contact:[email protected]** 
 
 ![](./figure2_overall.png)
 For more details, you can look at our paper (https://arxiv.org/abs/2310.09343).