Boosting Process-Correct CoT Reasoning by Modeling Solvability of Multiple-Choice QA

• Schumann and Riezler, 2025
• Paper: http://arxiv.org/abs/2509.25941

Code

• Entry point: train.py
• Detailed instructions will follow

Data

• https://huggingface.co/datasets/raphaell/geoguesserMCQA
• https://huggingface.co/datasets/raphaell/yearMCQA

Citation

@misc{schumann2025,
      title={Boosting Process-Correct CoT Reasoning by Modeling Solvability of Multiple-Choice QA}, 
      author={Raphael Schumann and Stefan Riezler},
      year={2025},
      eprint={2509.25941},
      archivePrefix={arXiv},
      primaryClass={cs.AI},
      url={https://arxiv.org/abs/2509.25941}, 
}