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Paradigm Shift in Language Modeling: Revisiting CNN for Modeling Sanskrit Originated Bengali and Hindi Language
Chowdhury Rafeed Rahman, MD. Hasibur Rahman, Mohammad Rafsan +3
Though there has been a large body of recent works in language modeling (LM) for high resource languages such as English and Chinese, the area is still unexplored for low resource…
Synthetic Error Dataset Generation Mimicking Bengali Writing Pattern
Md. Habibur Rahman Sifat, Chowdhury Rafeed Rahman, Mohammad Rafsan +1
While writing Bengali using English keyboard, users often make spelling mistakes. The accuracy of any Bengali spell checker or paragraph correction module largely depends on the ki…
A Hybrid Approach Towards Two Stage Bengali Question Classification Utilizing Smart Data Balancing Technique
Md. Hasibur Rahman, Chowdhury Rafeed Rahman, Ruhul Amin +2
Question classification (QC) is the primary step of the Question Answering (QA) system. Question Classification (QC) system classifies the questions in particular classes so that Q…
A Comprehensive Comparison of Machine Learning Based Methods Used in Bengali Question Classification
Afra Anika, Md. Hasibur Rahman, Salekul Islam +2
QA classification system maps questions asked by humans to an appropriate answer category. A sound question classification (QC) system model is the pre-requisite of a sound QA syst…