CRAFT: A Unified Counterfactual Reasoning Framework for Tabular Question Answering and Fact Verification

In three linesCRAFT is a unified counterfactual reasoning framework for tabular question answering and fact verification. The method reformulates these tasks as bidirectional verification processes, explicitly constructing declarative statements and their counterfactual variants. Results: improvements on WikiTQ and TabFact, reduced performance gaps across LLMs.

Summary generated by Claude — human-verified