MIT Press

Table 6:

The best encoding for each word embedding model on the various tasks. Bold entries are the best performers on each task. Dash marks no preference.

Model	VPC Classification	LVC Classification	NC Literality	NC Relations	AN Attributes	Phrase Type
word2vec	biLM	Att	biLMAtt	None	-	NonebiLM
GloVe	biLM	Att	Att	biLM	-	biLM
fastText	Att	biLM	biLM	biLM	Att	biLM

Model	VPC Classification	LVC Classification	NC Literality	NC Relations	AN Attributes	Phrase Type
word2vec	biLM	Att	biLMAtt	None	-	NonebiLM
GloVe	biLM	Att	Att	biLM	-	biLM
fastText	Att	biLM	biLM	biLM	Att	biLM

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