Intelligent Test Algorithm for English Writing Using English Semantic and Neural Networks

Table 1

Part of speech tagging and named entity recognition experimental corpus data.

Dataset		Part-of-speech tagging		Named entity recognition
		WSJ	Pigai corpus	CoNLL 2003
Train	SENT	38219	1 0000	14987
	TOKEN	912344	241178	204567
Dev	SENT	5527	2416	3466
	TOKEN	131768	56684	51578
Test	SENT	5462	1346	3684
	TOKEN	129654	32987	46666