Before revision:  On a popular multi-hop QA dataset, HotpotQA, we show large improvements over a strong baseline , especially on adversarial and out-of-domain questions.
After revision:  On a popular multi-hop QA dataset, HotpotQA, we show large improvements over a strong baseline on the original, out-of-domain questions.