Table 2: 

Answer Selection performance on ARC corpus with Diff-Explainer fine-tuned on answer selection.

ModelBackground KBAcc
TupleILP (Khot et al., 2017) TupleInf 23.83 
ExplanationLP (Thayaparan et al., 2021) WTree & CNet 40.21 
 
TupleILP (Ours) TupleInf 29.12 
ExplanationLP (Ours) WTree & CNet 37.40 
 
Diff-Explainer 
TupleILP Constraints TupleInf 33.95 
ExplanationLP Constraints WTree & CNet 42.95 
ModelBackground KBAcc
TupleILP (Khot et al., 2017) TupleInf 23.83 
ExplanationLP (Thayaparan et al., 2021) WTree & CNet 40.21 
 
TupleILP (Ours) TupleInf 29.12 
ExplanationLP (Ours) WTree & CNet 37.40 
 
Diff-Explainer 
TupleILP Constraints TupleInf 33.95 
ExplanationLP Constraints WTree & CNet 42.95 
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