The first one is the edge pruning threshold during graph construction; the second one is the weight α in SCAN algorithm; the third one and the forth one are the combination parameters in the final similarity function.
the experimental results show that the corpus level topic information provides more stable evidences for discriminative features and our method outperforms the state-of-the-art systems on three WePS datasets.