Decoder

The Decoder is a key component that converts the encoded input data representation into human-readable output (such as text or speech). It is typically used in sequence-to-sequence models, receiving the hidden states or context embeddings generated by the Encoder and generating the output sequence step by step. In tasks like machine translation, text generation, and summarization, the Decoder plays a crucial role, effectively enhancing the quality and interpretability of the model's output.