Bengali Literature

Bengali literature, the fifth most spoken language globally, is experiencing a surge in computational linguistic research aimed at improving natural language processing (NLP) capabilities. Current efforts focus on developing robust Bengali language models, including character-level RNNs and LSTM architectures, addressing challenges like authorship attribution, plagiarism detection, and the creation of large, diverse corpora for training. This research is crucial for advancing NLP in low-resource languages, enabling applications such as improved machine translation, text analysis of historical works, and the preservation of Bengali folklore.