Retrieval: Due to the size of TVQA, there may exist similar questions and answers in the dataset.
we also implement a baseline two-step retrieval approach: given a question and a set of candidate answers, we first retrieve the most relevant question in the training set, then pick the candidate answer that is closest to the retrieved question's correct answer.