Skip to Main Content
Table 4: 

Mean Euclidean distance from slang senses to prototypical conventional senses.

(a) Online Slang Dictionary (OSD)
ModelTrainingTesting
FT Baseline 0.33 ± 0.011 0.35 ± 0.033 
FT + CSE 0.15 ± 0.0083 0.28 ± 0.030 
SBERT Baseline 0.34 ± 0.011 0.32 ± 0.033 
SBERT + CSE 0.097 ± 0.0069 0.23 ± 0.029 
 
(b) Green’s Dictionary of Slang (GDoS) 
Model Training Testing 
FT Baseline 0.30 ± 0.0034 0.30 ± 0.010 
FT + CSE 0.19 ± 0.0028 0.26 ± 0.0097 
SBERT Baseline 0.32 ± 0.0035 0.32 ± 0.010 
SBERT + CSE 0.10 ± 0.0019 0.22 ± 0.0089 
 
(c) Urban Dictionary (UD) 
Model Training Testing 
FT Baseline 0.34 ± 0.012 0.31 ± 0.037 
FT + CSE 0.20 ± 0.010 0.28 ± 0.033 
SBERT Baseline 0.34 ± 0.012 0.28 ± 0.034 
SBERT + CSE 0.10 ± 0.0075 0.23 ± 0.031 
(a) Online Slang Dictionary (OSD)
ModelTrainingTesting
FT Baseline 0.33 ± 0.011 0.35 ± 0.033 
FT + CSE 0.15 ± 0.0083 0.28 ± 0.030 
SBERT Baseline 0.34 ± 0.011 0.32 ± 0.033 
SBERT + CSE 0.097 ± 0.0069 0.23 ± 0.029 
 
(b) Green’s Dictionary of Slang (GDoS) 
Model Training Testing 
FT Baseline 0.30 ± 0.0034 0.30 ± 0.010 
FT + CSE 0.19 ± 0.0028 0.26 ± 0.0097 
SBERT Baseline 0.32 ± 0.0035 0.32 ± 0.010 
SBERT + CSE 0.10 ± 0.0019 0.22 ± 0.0089 
 
(c) Urban Dictionary (UD) 
Model Training Testing 
FT Baseline 0.34 ± 0.012 0.31 ± 0.037 
FT + CSE 0.20 ± 0.010 0.28 ± 0.033 
SBERT Baseline 0.34 ± 0.012 0.28 ± 0.034 
SBERT + CSE 0.10 ± 0.0075 0.23 ± 0.031 
Close Modal

or Create an Account

Close Modal
Close Modal