Conformal Information Pursuit for Interactively Guiding Large Language Models (NeurIPS 2025)

Kwan Ho Ryan Chan, Yuyan Ge, Edgar Dobriban, Hamed Hassani, René Vidal

University of Pennsylvania
Official Code Repository

Project Webpage

Requirements

You can install from requirements.txt. TogetherAPI can be downloaded from their official website.

Code Overview

All the code used are located in ./src/. The scripts used are located in ./scripts/.

Citation

@inproceedings{chanconformal,
  title={Conformal Information Pursuit for Interactively Guiding Large Language Models},
  author={Chan, Kwan Ho Ryan and Ge, Yuyan and Dobriban, Edgar and Hassani, Hamed and Vidal, Rene},
  booktitle={The Thirty-ninth Annual Conference on Neural Information Processing Systems}
}

License

This project is under the MIT License. See LICENSE for details.