Update README.md

README.md

@@ -3194,20 +3194,20 @@ The text annotations and timestamps are manually annotated.
 
 ## Data Format
 
-The dataset consists of six files with the following names:
-`<set>_<split>.json`
+The dataset can be loaded using the following command:
+`load_dataset("qualcomm/qualcomm-interactive-cooking-dataset", <set>, split=<split>)`
 
-Where, `set = {"main", "advanced_planning"}` and `split={"train", "val", "test"}`.
+Where, `set = {“main”, “advanced_planning”}` and `split={“train”, “validation”, “test”}`.
 
-The json files store a list of dictionaries corresponding to a video from the CaptainCook4D dataset. The dictionary contains the following fields:
+Each row of the dataset corresponds to a video from the CaptainCook4D dataset. The row contains the following columns: 
+1.	video_id: The identifier of the video from CaptainCook4D. 
+2.	activity_name: The name of the recipe in the video. 
+3.	output_texts: The instruction and feedback messages. 
+4.	output_timestamps: The timestamp corresponding to each instruction and feedback message.
+5.	output_types: The type of each message in output_texts classified as described in Appendix B.
+6.	output_actions: The action that the user performed corresponding to each feedback message.
+7.	remaining_plan: The remaining step-by-step plan before each instruction or feedback message.
 
-1. `video_id`: The identifier of the video from CaptainCook4D.
-2. `activity_name`: The name of the recipe in the video.
-3. `output_texts`: The instruction and feedback messages.
-4. `output_timestamps`: The timestamp corresponding to each instruction and feedback message.
-5. `output_types`: The type of each message in output_texts classified as described in Appendix B.
-6. `output_actions`: The action that the user performed corresponding to each feedback message.
-7. `remaining_plan`: The remaining step-by-step plan before each instruction or feedback message.
 
 ## Dataset license