Q: In this task, you are given a part of an article. Your task is to generate headline (title) for this text. Preferred headlines are under fifteen words.
We describe a question answering model that applies to both images and structured knowledge bases.The model uses natural language strings to automatically assemble neural networks from a collection of composable modules. Parameters for these modules are learned jointly with network-assembly parameters via reinforcement learning, with only (world, question, answer) triples as supervision. Our approach, which we term a dynamic neural module network, achieves state-of-the-art results on benchmark datasets in both visual and structured domains.
A:
Learning to Compose Neural Networks for Question Answering