1. Multimodal Multilingual Hate Speech 11K (MMHS11K) Dataset consists of 11,000 labeled Urdu Tweets with English translation. Tweets are divided into two Categories i.e. 'Hate' and 'No-Hate' . ----------------------------------------------------------------------------------------------- 2. The dataset is divided into two parts (i.e. '.xlsx' files). In each file, 'Tweet_Id' represents the corresponding Tweet_Identifier. 'Text' represents Textual content of the Tweet in Urdu language. 'Text(English)' represents English Translation of corresponding Urdu Tweet. 'Image_Text' represents text extracted from Images in Urdu, if no text is extracted, 'NIL' value is placed in corresponding cell. 'Image_Text(English)' represents the English translation of corresponding value of 'Image_Text' column, 'NIL' value in corresponding cell of 'Image_Text' column is retained in Image_Text(English)' . 'Label' represents the corresponding class of the multimodal tweet. The details of the two files are: (A). MMHS11K_train.xlsx (80% Training data, i.e. 8800 samples). In this file, 4400 samples belong to 'Hate' class and 4400 samples belong to 'No-Hate' class (B). MMHS11K_test.xlsx (20% Training data, i.e. 2200 samples) In this file, 1100 samples belong to 'Hate' class and 1100 samples belong to 'No-Hate' class --------------------------------------------------------------------------------------------- 3. There are two folder in the dataset' (A). 'MMHS11K_RGB_train' folder contains training images in RGB format. It contains two sub-folder: 'Hate' and 'No-Hate' For each tweet in 'MMHS11K_train.xlsx' file, corresponding image in stored in corresponding sub-folder of 'MMHS11K_RGB_train' folder with sample name as 'Tweet_Id'. e.g. 'Tweet_Id'=1596192893743796224 is stored in 'No-Hate' sub-folder of 'MMHS11K_RGB_train' folder as this tweet is labeled as 'No-Hate'. (B). 'MMHS11K_RGB_test' folder contains test images in RGB format. It contains two sub-folder: 'Hate' and 'No-Hate' ---------------------------------------------------------------------------------------------