GPT-like transformer model consisting of an encoder and a decoder for various natural language processing tasks, including text classification and language modeling. - ...

#define NLP_ENCODER_DECODER_TRANSFORMER_MODEL_HEADER_HH /* In transformers, a common technique for incorporating sequence information is by adding positional encodings to the input embeddings. The ...

BERT: Encoder-only architecture with multiple layers of transformer blocks. GPT: Decoder-only architecture, also with multiple layers but designed for generative tasks. T5: Encoder-decoder ...

Tamil language processing in NLP has yet to be outstanding, mainly because of the absence of high-quality resources. In this project, a novel approach to address these limitations is to build an ...

Like previous NLP models, it consists of an encoder and a decoder, each comprising multiple layers. However, with transformers, each layer has multi-head self-attention mechanisms and fully ...