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Transformer encoder architecture explained simply

We break down the Encoder architecture in Transformers, layer by layer! If you've ever wondered how models like BERT and GPT process text, this is your ultimate guide. We look at the entire design of ...
IEEE

Privacy Preserving Semantic Search Over Encrypted Cloud Email Archives Using Bidirectional Encoder Representations From Transformer

Abstract: In recent years, the rapid migration of individual and organizational communications to cloud environments has amplified the need for robust data confidentiality and secure access mechanisms ...

Google Real-Time Translator: More Than Word-for-Word Translations

Google's real-time translator looks ahead and anticipates what is being said, explains Niklas Blum, Director Product ...
IEEE

Physics-Informed LSTM-Based Time-Series Forecasting Model for Power Transformers

Abstract: The complexity of data and limited model generalization significantly hinder prediction accuracy. A physics-informed long short-term memory model with adaptive weight assignment (PILSTM-AWA) ...