Early Insights into Argumentation-Guided Causal Evaluation with the Help of LLMs

The paper explores how LLMs can assist the evaluation of causal relations when multiple explanations compete and evidence is incomplete.

It fits the wider research programme: leverage powerful models, but constrain them within structures that remain inspectable and debatable.