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README.md

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-**One-sentence Introduction:** This repository hosts the official pre-trained model weights for **ENCODER**, a novel network designed to explicitly mine visual entities and modification actions, and securely bind implicit modification relations in Composed Image Retrieval (CIR).
+This repository hosts the official pre-trained model weights for **ENCODER**, a novel network designed to explicitly mine visual entities and modification actions, and securely bind implicit modification relations in Composed Image Retrieval (CIR).
 
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