Update README.md

README.md

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 # Checkpoint for paper [MedReadMe: A Systematic Study for Fine-grained Sentence Readability in Medical Domain](https://arxiv.org/abs/2405.02144)
 
-This checkpoint uses a modified version of the token prediction model. You will need to use the code in [github repo](https://github.com/chaojiang06/medreadme/tree/main/code/complex_span_identification) to load it.
+This is the best medical complex span identification model trained on our dataset. This checkpoint uses a modified version of the token prediction model. You will need to use the code in [github repo](https://github.com/chaojiang06/medreadme/tree/main/code/complex_span_identification) to load it.