From Structured Prediction to Inverse Reinforcement Learning

Machine learning is all about making predictions; language is full of complex rich structure. Structured prediction marries these two. However, structured prediction isn’t always enough: sometimes the world throws even more complex data at us, and we need reinforcement learning techniques. This tutorial is all about the how and the why of structured… CONTINUE READING