Update README.md

README.md

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 # Intro
 
-> [arXiv Report](https://arxiv.org/abs/2312.16144)
+> Detailed report in the [arXiv Report](https://arxiv.org/abs/2312.16144)
 
-If you just want to check out how to use the model, please check out the [Usage section](#Usage) below!
+If you just want to check out how to use the model, please check out the [Usage section](#usage) below!
 
 Welcome to JaColBERT version 1, the initial release of JaColBERT, a Japanese-only document retrieval model based on [ColBERT](https://github.com/stanford-futuredata/ColBERT).