This is the first spell checker and auto word correction suggestion for Bengali words in Microsoft Word. Data dump is crawled from The Daily Prothom Alo newspaper. Edit distance algorithm is used for auto correction suggestion and most probable word is suggested within 2 edit distance away.
Attention-based Autoencoder system to translate English to Bangla language. While encoder is fed with English corpus to produce intended output at the decoder, attention is used to get weighted states at the encoder to preserve important contexts.
Machine Learning Lab course NLP-based project to classify Wikipedia comments which have been labeled by human raters for toxic behavior. Nowadays people fall victims to indecent comments on social media that can have detrimental psychological effects. Our project aims at filtering out those toxicity to make the virtual world a better place.