Table 9 Extrinsic evaluation results POS... | Emerald Publishing

Table 9

Extrinsic evaluation results

	POS	Chunking	NER	SA(IMDb)			SA(SST)			NMT Perplexity
	POS	Chunking	NER	Bi-LSTM	CNN	FastText	Bi-LSTM	CNN	FastText	NMT Perplexity
SGNS	94.54	88.21	87.12	85.36	88.78	68.52	64.08	66.93	55.53	79.14
CBOW	93.79	84.91	83.83	86.93	85.88	69.55	65.63	65.06	60.73	102.33
GloVe	93.32	84.11	85.3	70.41	87.56	67.94	65.16	65.15	58.29	84.20
FastText	94.36	87.96	87.10	73.97	83.69	67.00	50.01	63.25	52.77	82.60
ngram2vec	94.11	88.74	87.33	79.32	89.29	68.98	66.27	66.45	61.05	77.79
Dict2vec	93.61	86.54	86.82	62.71	88.94	70.23	62.75	66.09	58.89	78.84

	POS	Chunking	NER	SA(IMDb)			SA(SST)			NMT Perplexity
	POS	Chunking	NER	Bi-LSTM	CNN	FastText	Bi-LSTM	CNN	FastText	NMT Perplexity
SGNS	94.54	88.21	87.12	85.36	88.78	68.52	64.08	66.93	55.53	79.14
CBOW	93.79	84.91	83.83	86.93	85.88	69.55	65.63	65.06	60.73	102.33
GloVe	93.32	84.11	85.3	70.41	87.56	67.94	65.16	65.15	58.29	84.20
FastText	94.36	87.96	87.10	73.97	83.69	67.00	50.01	63.25	52.77	82.60
ngram2vec	94.11	88.74	87.33	79.32	89.29	68.98	66.27	66.45	61.05	77.79
Dict2vec	93.61	86.54	86.82	62.71	88.94	70.23	62.75	66.09	58.89	78.84