Discovering Interpretable Algorithms by Decompiling Transformers to RASP

Huang, Xinting; Bakalova, Aleksandra; Bhattamishra, Satwik; Merrill, William; Hahn, Michael

by Xinting Huang, Aleksandra Bakalova, Satwik Bhattamishra, William Merrill, Michael Hahn

Reference:

Discovering Interpretable Algorithms by Decompiling Transformers to RASPXinting Huang, Aleksandra Bakalova, Satwik Bhattamishra, William Merrill, Michael HahnarXiv preprint, 2026.

Bibtex Entry:

@article{huang2026discoveringinterpretablealgorithmsdecompiling,
      title={Discovering Interpretable Algorithms by Decompiling Transformers to RASP},
      author={Xinting Huang and Aleksandra Bakalova and Satwik Bhattamishra and William Merrill and Michael Hahn},
      year={2026},
      journal={arXiv preprint},
      url={https://arxiv.org/abs/2602.08857},
}