Table 6: 

Binary-F1 scores for Aspect Prediction.

Aspect Prediction
All → DAll → LAll → RAll → SEAVG
T5-MoE 39.5 31.4 31.4 30.9 33.3 
T5-DAN 28.4 38.0 49.1 33.4 33.2 
T5-IRM 37.1 44.6 47.4 41.5 42.7 
T5-NoDA 31.1 45.6 40.2 37.9 38.7 
 
Prompt-DN 41.1 42.6 29.0 30.8 35.9 
Prompt-RDW 34.6 46.9 52.9 41.2 43.9 
Prompt-REW 38.2 49.5 45.1 39.6 43.1 
 
PADA-NP 41.7 48.2 50.1 40.1 45.0 
PADA-NM 40.3 48.8 50.8 40.2 45.0 
 
PADA 43.1 50.9 50.8 45.3 47.5 
Aspect Prediction
All → DAll → LAll → RAll → SEAVG
T5-MoE 39.5 31.4 31.4 30.9 33.3 
T5-DAN 28.4 38.0 49.1 33.4 33.2 
T5-IRM 37.1 44.6 47.4 41.5 42.7 
T5-NoDA 31.1 45.6 40.2 37.9 38.7 
 
Prompt-DN 41.1 42.6 29.0 30.8 35.9 
Prompt-RDW 34.6 46.9 52.9 41.2 43.9 
Prompt-REW 38.2 49.5 45.1 39.6 43.1 
 
PADA-NP 41.7 48.2 50.1 40.1 45.0 
PADA-NM 40.3 48.8 50.8 40.2 45.0 
 
PADA 43.1 50.9 50.8 45.3 47.5 
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