cs.SE · 2026-10-02 · No. 131
Software Engineering, 2026-10-02.
1 new papers in cs.SE. Titles, authors,
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01 — The papers
1 entries-
01
Detecting Inconsistencies in Model Specifications with LLM-as-Verifier Reasoning
Zichen Xie, Mrigank Pawagi, Lize Shao, Yang Hu, Wenxi Wang
cs.SE · cs.AI · cs.CL
Model specifications define how large language models (LLMs) should behave, guiding alignment training, inference-time behavior, and evaluation. Yet these specifications may themselves contain defects: two individually reasonable principles may prescribe incompatible behavior when applied to the same situation, leaving no response that satisfies both. Detecting such inconsistencies is challenging. Formalizing natural-language specifications...
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