In this talk we present our work on reading comprehension using the various RC datasets: SQuAD, Natural Questions, Multilingual QA, and TyDi (10 typologically diverse languages). We also discuss domain adaptation for question answering systems and introduce a new leaderboard for domain adaptation called Tech_QA.