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Table 5: 
GIPE (range: 0–1) for different values of θs (lower value is better).
InputEmbeddingGIPE
θs = 0.03θs = 0.05θs = 0.07
Vd GloVe 0.115 0.038 0.015 
Hard-GloVe 0.069 0.015 0.004 
GN-GloVe 0.142 0.052 0.022 
GP-GloVe 0.145 0.048 0.018 
 
RAN-GloVe 0.040 0.006 0.002 
 
Hd GloVe 0.129 0.051 0.024 
Hard-GloVe 0.075 0.020 0.007 
GN-GloVe 0.155 0.065 0.031 
GP-GloVe 0.157 0.061 0.027 
 
RAN-GloVe 0.056 0.018 0.011 
InputEmbeddingGIPE
θs = 0.03θs = 0.05θs = 0.07
Vd GloVe 0.115 0.038 0.015 
Hard-GloVe 0.069 0.015 0.004 
GN-GloVe 0.142 0.052 0.022 
GP-GloVe 0.145 0.048 0.018 
 
RAN-GloVe 0.040 0.006 0.002 
 
Hd GloVe 0.129 0.051 0.024 
Hard-GloVe 0.075 0.020 0.007 
GN-GloVe 0.155 0.065 0.031 
GP-GloVe 0.157 0.061 0.027 
 
RAN-GloVe 0.056 0.018 0.011 
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