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From Parse-Execute to Parse-Execute-Refine: Improving Semantic Parser for Complex Question Answering over Knowledge Base
The parser uses the KoPL to generate the transparent logical forms.
Counterfactual Multihop QA: A Cause-Effect Approach for Reducing Disconnected Reasoning
With the causal graph, a counterfactual inference is proposed to disentangle the disconnected reasoning from the total causal effect, which provides us a new perspective and technology to learn a QA model that exploits the true multi-hop reasoning instead of shortcuts.
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