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The transformer-based model has been key to recent advancement in the field of Natural Language Processing. The reason behind this success is a technique called Transfer Learning. Although computer vision practitioners are well-versed with this technique, it is relatively new to the field of NLP. In Transfer Learning, a model (in our case, a Transformer model) is...
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INTRODUCTION- Long short-term memory (LSTM) networks were the most common deep learning networks which were used for sentiment analysis, next-word prediction. LSTM networks, although good, had a lot of drawbacks, like the text is fed in sequentially and generated sequentially either from right to left or left to right. Even in the case of bidirectional...
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Humans are so involved with each other that they have to communicate for every small thing, from a grocery vendor to an airport ticket booth. In today’s situation, people prefer to communicate via texts, voice messages instead of regular phone calls or face to face conversations. The younger generation prefers this medium as they use...
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Chatbots can bring revolution in the Educational Mobile Apps The educational industry has experienced massive change due to the emergence of many online educational mobile apps for learners of every age. Schools also suggest online educational mobile apps to strengthen and supplement in-class sessions. The school mobile app is becoming a trend amongst the next...
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