A total of 50 annotators annotated each comment three times, and the majority vote was taken as the final annotation. All the user comments collected from YouTube and Facebook comment section and classified into seven categories: sports, entertainment, religion, politics, crime, celebrity and TikTok and meme. This paper presents a new dataset of 30,000 user comments tagged by crowdsourcing and verified by expert. Furthermore, this problem is more severe for the Bengali speaking community due to the lack of gold standard labeled datasets. Detection of hate speech on social media Web sites faces a variety of challenges including small imbalanced datasets, the finding of an appropriate model and also the choice of feature analysis method. Other than that, the app is certainly a great help, especially for Bengali speakers.Social media sites such as YouTube and Facebook have become an integral part of everyone’s life, and in the last few years, hate speech in the social media comment section has increased rapidly. It would have been ideal if users could customize the appearance of the text, as well as the keyboard. The app's lack of a font style option is a significant letdown. While this can claim to be a big help in the personalization of your mobile device, it can still be improved in terms of aesthetics. Furthermore, to turn on the sound and vibration feature and clever auto-text capitalization, you can go to settings.
You may modify the overall aesthetic of the keyboard simply by picking the style or color you like it to look like. You must enable it after it has been installed on your phone before you can use it. Setting up this app on your device is simple.
Emojis, a sound and vibration option, and other features are also available with this app.
This app has customizable skins and style options including the option of using your own images as keyboard background as well as color settings. The keyboard will translate the English word you type into Roman Bangla. You can convert between English and Bangla conveniently with the use of the Bangla English Keyboard -Benga.
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