Sanjay Surendranath Girija

Learned Cross-Task Relationships in Multi-Task Models

We propose a framework that learns cross-task relationships in multi-task models by approximating the joint distribution of task labels through targeted pairwise relationships. This approach improves performance via transfer learning and enhances information extraction without the intractable complexity of modeling the...