Transformer Models in NLP: Concepts and Applications
Transformer Models in NLP: Concepts and Applications Transformer models have become the standard in natural language processing. They started a big shift by using attention, a mechanism that helps the model focus on different parts of a text. Unlike older models that read words in order, transformers process many words at once and learn from relationships across the sentence. This parallel approach helps with long sentences and subtler meaning, making tasks like translation and summarization more accurate. ...