2 papers
cs.CL2026
NSV-Shift: A Contrastive Benchmark for Non-Speech Vocalization Understanding and Response Adaptation in Speech-to-Speech Models
Ziwei Chen
We introduce NSV-Shift, a contrastive benchmark for evaluating whether speech-to-speech models can understand non-speech vocalizations (NSVs) and adapt their responses accordingly.…
cs.LG2026
The GUI Is Not the State: Diagnosing State Aliasing in GUI World Models
Dongsheng Liu, Chao Jin, Wenkui Yang +7
GUI World Models (GUI-WMs) are increasingly used to predict future states for agent planning and simulation, yet most existing formulations condition only on the current GUI observ…