@article{orthogeolorageometricparameterefficientf,
  title = {OrthoGeoLoRA: Geometric Parameter-Efficient Fine-Tuning for Structured Social Science Concept Retrieval on theWeb},
  author = {Zeqiang Wang and Xinyue Wu and Chenxi Li and Zixi Chen and Nishanth Sastry and Jon Johnson and Suparna De},
  year = {2026},
  eprint = {2601.09185},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2601.09185},
}