2 papers
cs.CL2026
Sakura at BEA 2026 Shared Task 1: What Makes Vocabulary Difficult?
Adam Nohejl, Xuanxin Wu, Yusuke Ide +3
We describe two types of models for vocabulary difficulty prediction: a high-accuracy black-box model, which achieved the top shared task result in the open track, and an explainab…
cs.SD2026
Measuring Robustness of Speech Recognition from MEG Signals Under Distribution Shift
Sheng-You Chien, Bo-Yi Mao, Yi-Ning Chang +1
This study investigates robust speech-related decoding from non-invasive MEG signals using the LibriBrain phoneme-classification benchmark from the 2025 PNPL competition. We compar…