@article{beyondlabelsinformationefficienthumanint, title = {Beyond Labels: Information-Efficient Human-in-the-Loop Learning using Ranking and Selection Queries}, author = {Belén Martín-Urcelay and Yoonsang Lee and Matthieu R. Bloch and Christopher J. Rozell}, year = {2026}, eprint = {2602.15738}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2602.15738}, }