一作ACL 2026Poster· Natural Language Processing
Experiments or Outcomes? Probing Scientific Feasibility in Large Language Models
Seyedali Mohammadi · Manas Gaur · Francis Ferraro
摘要
Scientific feasibility assessment asks whether a claim is consistent with established knowledge and whether experimental evidence could support or refute it. We frame feasibility assessment as a diagnostic reasoning task in which, given a hypothesis, a model predicts feasible or infeasible and ju...