Results Table 3 shows the performance of our model (after getting trained on (Davidson et al. 2017) ) with two types of embeddings in comparison to the models by (<cite>Mathur et al. 2018</cite>) and (Davidson et al. 2017 ) on the HEOT dataset averaged over three runs. We also compare results on pre-trained embeddings. As shown in the table, our model when given Glove embeddings performs better than all other models.