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@@ -10,7 +10,7 @@ size_categories:
 # MMCS Pretraining Data
-This repository contains the generated annotations used by MMCS (Multi-Modal Code-Switching). Source images are not redistributed here.
 The dataset contains **773,779** samples.
 Six conversations format JSON files are provided in `annotations/`

 # MMCS Pretraining Data
+This repository contains the generated annotations used by [Multi-Modal Code-Switching](https://arxiv.org/abs/2608.11167). Source images are not redistributed here.
 The dataset contains **773,779** samples.
 Six conversations format JSON files are provided in `annotations/`