Paul G. Allen School of Computer Science & Engineering, University of Washington and Allen Institute for Artificial Intelligence; Paul G. Allen School of Computer Science & Engineering, University of Washington; University of California, Berkeley
Melanie Sclar, Yejin Choi, Yulia Tsvetkov, Alane Suhr
large language models;sensitivity analysis;prompt engineering;evaluation;prompting;robustness;in-context learning;spurious features
Quantifying Language Models' Sensitivity to Spurious Features in Prompt Design or: How I learned to start worrying about prompt formatting