Performing experiments on the NAIST Text Corpus (Iida et al., 2007), we demonstrate that even without syntactic information, our neural models outperform previous syntax-dependent models (Imamura et al., 2009;Ouchi et al., 2015).
the neural model using Grid-RNNs achieved the best result.