The Model Says Walk: Measuring whether LLMs Condition on Hidden Constraints
cs.CL, cs.AI
Submitted: 2026-03-30
Updated: 2026-09-26
Code: https://github.com/yubol-bobo/HiddenConstraintBench
Terminology
Sources
- Think you have Solved Question Answering? Try ARC, the AI2 Reasoning Challenge
- Prompt Architecture Determines Reasoning Quality: A Variable Isolation Study on the Car Wash Problem
- GSM-Symbolic: Understanding the Limitations of Mathematical Reasoning in Large Language Models
- Arithmetic Without Algorithms: Language Models Solve Math With a Bag of Heuristics
- Rethinking Interpretability in the Era of Large Language Models
- Evaluating Implicit Regulatory Compliance in LLM Tool Invocation via Logic-Guided Synthesis
- Will the Real Linda Please Stand up...to Large Language Models? Examining the Representativeness Heuristic in LLMs
- Instruction-Following Evaluation for Large Language Models
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