language models 1prefix-to-prefix supervision 1simultaneous speech translation 1speech encoder 1streaming decoding 1
From the 1 of 2 linked papers with an AI index.
2 papers
cs.CL2026
Do LLMs Need Architectural Changes for Simultaneous Speech Translation? A Prefix-to-Prefix Data Driven Approach
Junkun Chen, Jian Xue, Ming Tang +4
The paper proposes a data‑driven prefix‑to‑prefix fine‑tuning method for simultaneous speech translation that works with decoder‑only LLMs without changing their architecture, usin…
cs.LG2026
EEG Benchmarking Needs a Task Specification Layer: NeuroDoc for Rulebook-Guided, Executable Benchmark Construction
Chengxuan Qin, Zhige Chen, Shu Peng +9
Electroencephalography (EEG) foundation models increasingly rely on multi-dataset training and evaluation, yet public EEG datasets still lack a shared task specification layer that…