Natural language processing (NLP) is the branch of artificial intelligence (AI) that deals with training computers to understand, process, and generate language. Search engines, machine ...

It has an encoder block on the left and a decoder block on the right. Transformer has three attentions, encoder self-attention, encoder-decoder cross-attention, and decoder self-attention. Figure ...

Yao et al. 2015 Architecture is three recurrent networks: an encoder, an intention network and a decoder. A Hierarchical Latent Variable Encoder-Decoder Model for Generating Dialogues Serban, Sordoni, ...

GPT-3 showcases how a language model trained on a massive range of data can solve various NLP tasks without fine-tuning. Can be applied to write news, generate articles as well as codes. Achieved a ...

Encoder inference model : Takes the question as input and outputs LSTM states ( h and c ). Decoder inference model : Takes in 2 inputs, one are the LSTM states ( Output of encoder model ), second are ...