The imperative for regulatory oversight of large language models (or generative AI) in healthcare | npj Digital Medicine
natural language processing and information retrieval :: Article Creator Rama Krishna's Views On "Deep Learning For NLP, Search Retrieval, And Ranking In recent years, deep learning has transformed Natural Language Processing (NLP), search retrieval, and ranking by enabling more precise, context-aware, and efficient systems. Rama Krishna, an expert in machine learning and artificial intelligence, has shared his insights into how deep learning has catalyzed a revolution in these fields, unlocking new possibilities for understanding and processing language at scale. He emphasizes that deep learning has become central to creating search systems that are not only more accurate but also deeply attuned to the nuances of human language and intent. Understanding the Role of Deep Learning in NLP According to Rama Krishna, deep learning's role in NLP is foundational because it allows machines to process and interpret language with a