We choose Key-Value Memory Networks (Miller et al., 2016) and GRAFT-Net (Sun et al., 2018) as our baseline models: to the best of our knowledge, these are the only ones that can use both text and KBs for question answering.
both models are limited by the number of facts and text that can fit into memory.