1 citations · 2 across the 10 of their papers we have counts for
Showing 2026Show all
2 papers · 1 filter
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
Simultaneous speech translation (SimulST) requires incremental translation under strict latency constraints, yet remains challenging for decoder-only LLM systems due to limited con…
cs.AI2026
LOGIC: Efficient and Robust Contextual Biasing for Speech LLMs via Logit-Space Integration
Peidong Wang, Jian Xue, Jinyu Li
Recognizing entity phrases remains a critical challenge for speech large language models. Existing prompting methods lack an explicit decoding-time biasing weight, limiting their c…