While giving accurate answers, our framework further provides explainable reasoning paths.
our implementation 1 based on BERT and graph neural network (GNN) efficiently handles millions of documents for multi-hop reasoning questions in the HotpotQA fullwiki dataset, achieving a winning joint F 1 score of 34.9 on the leaderboard, compared to 23.6 of the best competitor.