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Browsing by Subject "Encoder"

Browsing by Subject "Encoder"

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  • An Approach for Bengali Automatic Question Answering System using Attention Mechanism 
    Bhuiyan, Md. Rafiuzzaman; Masum, Abu Kaisar Mohammad; Abdullahil-Oaphy, Md.; Hossain, Syed Akhter; Abujar, Sheikh (IEEE, 2020-07)
    Question answering is a set of tools for obtaining detailed answers from user questions. At present, it is gaining very popularity day by day in the area of NLP research. There is a lot of work done in English. Still, ...
  • Bengali Question Answering System Using Seq2Seq Learning Based on General Knowledge Dataset 
    Keya, Mumenunnessa; Masum, Abu Kaisar Mohammad; Majumdar, Bhaskar; Hossain, Syed Akhter; Abujar, Sheikh (IEEE, 2020-07)
    Context-based QA system is a leading research area in NLP. An automatic QA system that can respond to the answer, and which is related to the given context. A deep learning-based model provides a more factual result for ...
  • English to Bengali Neural Machine Translation Using Global Attention Mechanism 
    Abujar, Sheikh; Masum, Abu Kaisar Mohammad; Bhattacharya, Abhishek; Dutta, Soumi; Hossain, Syed Akhter (Scopus, 2021)
    Neural Machine Translation (NMT), increased the accuracy of machine translation and recently become more popular in machine translation research community. An attention mechanism has been added with NMT and the result of ...

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