Before revision: In this paper, we study the task of selecting  optimal response given  user and system utterance history in retrieval-based multi-turn dialog systems.
After revision: In this paper, we study the task of selecting optimal response given a user and system utterance history in retrieval-based multi-turn dialog systems.