Frustratingly Easy Natural Question Answering

Existing literature on Question Answering (QA) mostly focuses on algorithmic novelty, data augmentation, or increasingly large pre-trained language models like XLNet and RoBERTa. Additionally, a lot of systems on the QA leaderboards do not have associated research documentation in order to successfully replicate their experiments... (read more)

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TASK DATASET MODEL METRIC NAME METRIC VALUE GLOBAL RANK RESULT BENCHMARK
Question Answering Natural Questions (long) BERTwwm + SQuAD 2 F1 68.2 # 4
Question Answering Natural Questions (short) BERTwwm + SQuAD 2 F1 57.2 # 1

Methods used in the Paper