3 papers
cs.CL2026
Redefining Machine Simultaneous Interpretation: From Incremental Translation to Human-Like Strategies
Qianen Zhang, Zeyu Yang, Satoshi Nakamura
Simultaneous Machine Translation (SiMT) requires high-quality translations under strict real-time constraints, which traditional policies with only READ/WRITE actions cannot fully…
cs.CL2025
Redefining Machine Simultaneous Interpretation: From Incremental Translation to Human-Like Strategies
Qianen Zhang, Satoshi Nakamura
Simultaneous Machine Translation (SiMT) requires high-quality translations under strict real-time constraints, which traditional encoder-decoder policies with only READ/WRITE actio…
cs.CL2025
DPO-Shift: Shifting the Distribution of Direct Preference Optimization
Xiliang Yang, Feng Jiang, Qianen Zhang +2
Direct Preference Optimization (DPO) and its variants have become increasingly popular for aligning language models with human preferences. These methods aim to teach models to bet…