Bias in Gender Bias Benchmarks: How Spurious Features Distort Evaluation. - Yusuke Hirota; Ryo Hachiuma; Boyi Li; Ximing Lu; Michael Ross Boone; Boris Ivanovic; Yejin Choi; Marco Pavone 001; Yu-Chiang Wang 001; Noa Garcia; Yuta Nakashima; Chao-Han Huck Yang (CoRR, 2025)