Improved Neural Relation Detection for Knowledge Base Question Answering
Table 4: Entity re-ranking on SimpleQuestions (test set).
['[BOLD] Top K', '[BOLD] FreeBase API', '[BOLD] (Golub & He, 2016)']
w/o entity re-ranking). Our re-ranker results in large improvement, especially when the beam sizes are smaller than 10. This is indicating another important usage of our proposed improved relation detection model on entity linking re-ranking.