We showed that relation extraction can be reduced to a reading comprehension problem, allowing us to generalize to unseen relations that are defined on-the-fly in natural language.
the problem of zero-shot relation extraction is far from solved, and poses an interesting challenge to both the information extraction and machine reading communities.