As described in Section 2.2,<cite> Yang et al. (2015)</cite> 's HA extraction algorithm requires a fully trained humour model, the accuracy of which undoubtedly affects the quality of the extracted HAs. For this reason we also experimented with training our anchor candidate scorer using the test data, to maximize its performance.