Table 2: 
General Results for Open Domain Stance Prediction (Left), Variations of the Model (Right). P:Post, U:User, V:Voter
ModelRandomHardModelRandomHard
PUVPUVPUVPUV
Local IndNets 63.9 61.3 54.4 62.2 53.0 51.3  Local IndNets 63.9 61.3 54.4 62.2 53.0 51.3 
E2E 66.3 71.2 54.4 63.4 68.1 51.3 E2E 66.3 71.2 54.4 63.4 68.1 51.3 
 
Reln. TransE 58.5 54.1 52.6 57.2 53.1 51.2  AC JointInf 73.6 71.8 - 69.0 67.2 - 
Emb. ComplEx 61.0 63.3 58.1 57.3 55.0 55.4 Global 73.6 72.0 - 69.0 67.2 - 
 RotatE 59.6 58.3 54.2 57.9 54.6 51.0 RelNets 73.8 72.0 - 71.7 69.5 - 
 
Prob. PSL 78.7 77.5 55.4 72.6 71.8 52.6  AC JointInf 80.7 79.5 - 75.6 74.4 - 
Logic. TensorLog 72.7 71.9 56.2 70.0 67.4 55.8 DC Global 81.4 79.9 - 75.8 74.6 - 
  RelNets 81.8 80.1 - 77.8 76.4 - 
 
DRaiL E2E +Inf 80.2 79.2 54.4 76.9 75.5 51.3  
JointInf 80.7 79.5 55.6 75.2 74.0 52.5 AC JointInf 80.7 79.5 55.6 75.2 74.0 52.5 
Global 81.0 79.5 55.8 75.3 74.0 53.0 DC Global 81.0 79.5 55.8 75.3 74.0 53.0 
RelNets 81.9 80.4 57.0 78.0 77.2 53.7 SC RelNets 81.9 80.4 57.0 78.0 77.2 53.7 
ModelRandomHardModelRandomHard
PUVPUVPUVPUV
Local IndNets 63.9 61.3 54.4 62.2 53.0 51.3  Local IndNets 63.9 61.3 54.4 62.2 53.0 51.3 
E2E 66.3 71.2 54.4 63.4 68.1 51.3 E2E 66.3 71.2 54.4 63.4 68.1 51.3 
 
Reln. TransE 58.5 54.1 52.6 57.2 53.1 51.2  AC JointInf 73.6 71.8 - 69.0 67.2 - 
Emb. ComplEx 61.0 63.3 58.1 57.3 55.0 55.4 Global 73.6 72.0 - 69.0 67.2 - 
 RotatE 59.6 58.3 54.2 57.9 54.6 51.0 RelNets 73.8 72.0 - 71.7 69.5 - 
 
Prob. PSL 78.7 77.5 55.4 72.6 71.8 52.6  AC JointInf 80.7 79.5 - 75.6 74.4 - 
Logic. TensorLog 72.7 71.9 56.2 70.0 67.4 55.8 DC Global 81.4 79.9 - 75.8 74.6 - 
  RelNets 81.8 80.1 - 77.8 76.4 - 
 
DRaiL E2E +Inf 80.2 79.2 54.4 76.9 75.5 51.3  
JointInf 80.7 79.5 55.6 75.2 74.0 52.5 AC JointInf 80.7 79.5 55.6 75.2 74.0 52.5 
Global 81.0 79.5 55.8 75.3 74.0 53.0 DC Global 81.0 79.5 55.8 75.3 74.0 53.0 
RelNets 81.9 80.4 57.0 78.0 77.2 53.7 SC RelNets 81.9 80.4 57.0 78.0 77.2 53.7 
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