Visualize: Figure1.
Description: " In this work, we present an interpretable, controllerbased Self-Assembling Neural Modular Network (Hu et al., 2017, 2018) for multi-hop reasoning, where we design four novel modules (Find, Relocate, Compare, NoOp) to perform unique types of language reasoning"