Multi-Granularity Representations of Dialog
Table 5: Experimental results demonstrating performance on two downstream tasks, without any fine-tuning of the latent representations. All bold-face results are statistically significant to p<0.01.
['[BOLD] Model Name', '[BOLD] BoW (F-1)', '[BOLD] DA (F-1)']
However, there is room for improvement when comparing to models fine-tuned on the downstream task. This suggests that additional measures can be taken to improve the representative power of these models.