Natural language understanding tough for neural networks

All the sessions from Transform 2021 are available on-demand now. One of the dominant trends of artificial intelligence in the past decade has been to solve problems by creating ever-larger deep learning models. And nowhere is this trend more evident than in natural language processing, one of the most challenging areas of AI. In recent years, researchers have shown that adding parameters to neural networks improves their performance on language tasks. However, the fundamental problem of understanding language--the iceberg lying under words and sentences--remains unsolved.