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README.md

@@ -32,7 +32,7 @@ This dataset is for ["2.5 Years in Class: A Multimodal Textbook for Vision-Langu
 - Our code can be found in [Multimodal-Textbook](https://github.com/DAMO-NLP-SG/multimodal_textbook/tree/master).
 
 
-Note: We have uploaded the annotation file （`./multimodal_textbook.json`）and image folder (`./dataset_images_interval_7.tar.gz`), which contains keyframes, processed asr and ocr texts. For more details, please refer to [Using Multimodal Textbook](#Using-Multimodal-Textbook)
+Note: We have uploaded the annotation file （`./multimodal_textbook.json`）and image folder (`./dataset_images_interval_7.tar.gz`), which contains keyframes, processed asr and ocr texts. For more details, please refer to [Using Multimodal Textbook](#using-multimodal-textbook)
 
 
 <img src="./src/page_fig.png" alt="Image" style="width: 900px;">  
@@ -83,7 +83,7 @@ Then we extract 6.5M keyframes and 0.75B text (ASR+OCR) tokens from these videos
 <img src="./src/table.png" alt="Image" style="width: 900px;">    
 
 
-## Using Multimodal Textbook <span id="Using-Multimodal-Textbook"></span>
+## Using Multimodal Textbook
 ### Description of Dataset
 We provide the annotation file (json file) and corresponding images folder for textbook: 
 - Dataset json-file: `./multimodal_textbook.json` (600k samples ~ 11GB)