Aligning with Logic: Measuring, Evaluating and Improving Logical Preference Consistency in Large Language Models

Yinhong Liu, Zhijiang Guo, Tianya Liang, Ehsan Shareghi, Ivan Vulic +1 more
2/14/2026

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@article{liu2026aligning,
  title  = {Aligning with Logic: Measuring, Evaluating and Improving Logical Preference Consistency in Large Language Models},
  author = {Yinhong Liu and Zhijiang Guo and Tianya Liang and Ehsan Shareghi and Ivan Vulic and Nigel Collier},
  year   = {2026},
  url    = {https://api.semanticscholar.org/CorpusID:34c53c66096769467f3e6fcf87cd0fa67a6ebea8},
  journal = {ICML 2025 2025}
}

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