MIT Press

Table 6

Performance of sequence-to-sequence sentence simplification models as reported by their authors.

Model	Train Corpus	Test Corpus	BLEU ↑	FKGL ↓	SARI ↑
NTS	EW-SEW	TurkCorpus	84.51		30.65
NTS+SARI	EW-SEW	TurkCorpus	80.69		37.25
Dress	WikiSmall	PWKP	34.53	7.48	27.48
	WikiLarge	TurkCorpus	77.18	6.58	37.08
	Newsela	Newsela	23.21	4.13	27.37
Dress-Ls	WikiSmall	PWKP	36.32	7.55	27.24
	WikiLarge	TurkCorpus	80.12	6.62	37.27
	Newsela	Newsela	24.30	4.21	26.63
NseLstm-B	WikiSmall	PWKP	53.42		17.47
	WikiLarge	TurkCorpus	92.02		33.43
	Newsela	Newsela	26.31		27.42
NseLstm-S	WikiSmall	PWKP	29.72		29.75
	WikiLarge	TurkCorpus	80.43		36.88
	Newsela	Newsela	22.62		29.58
PointerCopy+MTL	WikiSmall	PWKP	29.70	6.93	28.24
	WikiLarge	TurkCorpus	81.49	7.41	37.45
	Newsela	Newsela	11.86	1.38	32.98
DMASS+DCSS	WikiLarge	TurkCorpus		8.04	40.45
	WikiLarge	Newsela		5.17	27.28

Model	Train Corpus	Test Corpus	BLEU ↑	FKGL ↓	SARI ↑
NTS	EW-SEW	TurkCorpus	84.51		30.65
NTS+SARI	EW-SEW	TurkCorpus	80.69		37.25
Dress	WikiSmall	PWKP	34.53	7.48	27.48
	WikiLarge	TurkCorpus	77.18	6.58	37.08
	Newsela	Newsela	23.21	4.13	27.37
Dress-Ls	WikiSmall	PWKP	36.32	7.55	27.24
	WikiLarge	TurkCorpus	80.12	6.62	37.27
	Newsela	Newsela	24.30	4.21	26.63
NseLstm-B	WikiSmall	PWKP	53.42		17.47
	WikiLarge	TurkCorpus	92.02		33.43
	Newsela	Newsela	26.31		27.42
NseLstm-S	WikiSmall	PWKP	29.72		29.75
	WikiLarge	TurkCorpus	80.43		36.88
	Newsela	Newsela	22.62		29.58
PointerCopy+MTL	WikiSmall	PWKP	29.70	6.93	28.24
	WikiLarge	TurkCorpus	81.49	7.41	37.45
	Newsela	Newsela	11.86	1.38	32.98
DMASS+DCSS	WikiLarge	TurkCorpus		8.04	40.45
	WikiLarge	Newsela		5.17	27.28