MIT Press

Table 6

Results with and without reconstruction loss. “+ reconstr. loss”: with reconstruction loss.

	Accuracy (Error)
	All	Semiotic class	Sentence
English (Kaggle):
Best model	99.17% (0.83%)	90.08% (9.92%)	89.58% (10.42%)
+ reconstr. loss	99.15% (0.85%)	90.10% (9.90%)	89.43% (10.57%)

Russian (Kaggle):
Best model	99.01% (0.99%)	94.09% (5.91%)	89.02% (10.98%)
+ reconstr. loss	99.01% (0.99%)	94.10% (5.90%)	89.05% (10.95%)

	Accuracy (Error)
	All	Semiotic class	Sentence
English (Kaggle):
Best model	99.17% (0.83%)	90.08% (9.92%)	89.58% (10.42%)
+ reconstr. loss	99.15% (0.85%)	90.10% (9.90%)	89.43% (10.57%)

Russian (Kaggle):
Best model	99.01% (0.99%)	94.09% (5.91%)	89.02% (10.98%)
+ reconstr. loss	99.01% (0.99%)	94.10% (5.90%)	89.05% (10.95%)