2 papers
cs.CL2026
Probing LLMs for Syntactic Structure Beyond Universal Dependencies: A Minimalist Phase Account in English
Yuanhao Chen, Peter Chin
We show that LLMs encode syntactic distinctions not present in the Universal Dependencies (UD) tree distances that structural probes are trained to recover. On English wh-movement…
q-bio.NC2026
MoDAl: Self-Supervised Neural Modality Discovery via Decorrelation for Speech Neuroprosthesis
Yuanhao Chen, Peter Chin
Speech neuroprosthesis systems decode intended speech from neural activity in the absence of audible output, offering a path to restoring communication for individuals with speech-…