ZebraLogic: On the Scaling Limits of LLMs for Logical Reasoning

Bill Yuchen Lin, Ronan Le Bras 0001, Kyle Richardson 0001, Ashish Sabharwal, Radha Poovendran, Peter Clark, Yejin Choi 0001. ZebraLogic: On the Scaling Limits of LLMs for Logical Reasoning. In Forty-second International Conference on Machine Learning, ICML 2025, Vancouver, BC, Canada, July 13-19, 2025. OpenReview.net, 2025. [doi]

@inproceedings{Lin00SPC025,
  title = {ZebraLogic: On the Scaling Limits of LLMs for Logical Reasoning},
  author = {Bill Yuchen Lin and Ronan Le Bras 0001 and Kyle Richardson 0001 and Ashish Sabharwal and Radha Poovendran and Peter Clark and Yejin Choi 0001},
  year = {2025},
  url = {https://openreview.net/forum?id=sTAJ9QyA6l},
  researchr = {https://researchr.org/publication/Lin00SPC025},
  cites = {0},
  citedby = {0},
  booktitle = {Forty-second International Conference on Machine Learning, ICML 2025, Vancouver, BC, Canada, July 13-19, 2025},
  publisher = {OpenReview.net},
}