Graph Sequential Network for Reasoning over Sequences
Table 5: Results on FEVER development and test sets.
['[EMPTY]', 'dev ACC', 'dev FEVER', 'test ACC', 'test FEVER']
Our re-implementation of the baseline system gets slightly better numbers than those reported by Zhou et al. And our proposed GSN based system improves over the baseline system by more than 1% in terms of both ACC and FEVER score. Since the fact verification task can be regarded as a graph classification task, we further prove the proposed GSN is able to achieve better performance than GNN based models when using sequences on graph nodes.