Natural Language Processing Application

Natural Language Processing (NLP) research focuses on enabling computers to understand, interpret, and generate human language, aiming to improve various applications. Current research emphasizes efficient model architectures like Transformers, along with techniques for model compression and adaptation to reduce computational costs and improve deployment on resource-constrained devices. This work is significant because it facilitates the development of more accessible and powerful NLP tools across diverse fields, from healthcare and legal applications to improved search and information retrieval.