N-ary Relation Extraction using Graph State LSTM
Table 6: Average test accuracies for multi-class relation extraction with all instances (“Cross”).
['Model', 'Ternary', 'Binary']
The results show similar comparisons with the binary relation extraction results. However, the performance gaps between GS GLSTM and Bidir DAG LSTM dramatically increase, showing the superiority of GS GLSTM over Bidir DAG LSTM in utilizing context information.