Update README.md

README.md

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-AcroBERT can do end-to-end acronym linking. Given a sentence, our framework first recognize acronyms by using [MadDog](https://github.com/amirveyseh/MadDog), and then disambiguate them by using AcroBERT:
+AcroBERT can do end-to-end acronym linking (see the [Demo](https://huggingface.co/spaces/Lihuchen/AcroBERT) here). Given a sentence, our framework first recognize acronyms by using [MadDog](https://github.com/amirveyseh/MadDog), and then disambiguate them by using AcroBERT:
 
 ```python
 from inference.acrobert important acronym_linker