papers
Publications (15)
cs.CL2023
Prompting Neural Machine Translation with Translation Memories
Abudurexiti Reheman, Tao Zhou, Yingfeng Luo +3
cs.CL2026
RouteLMT: Learned Sample Routing for Hybrid LLM Translation Deployment
Yingfeng Luo, Hongyu Liu, Dingyang Lin +6
cs.CL2025
Boosting Text-To-Image Generation via Multilingual Prompting in Large Multimodal Models
Yongyu Mu, Hengyu Li, Junxin Wang +7
cs.LG2026
SPRI: SVD-Partitioned Residual Initialization for Data-Constrained MoE Upcycling
Weiqiao Shan, Ruixiang Mao, Yuang Li +10
cs.CL2024
Efficient Prompting Methods for Large Language Models: A Survey
Kaiyan Chang, Songcheng Xu, Chenglong Wang +4
cs.CL2020
A Simple and Effective Approach to Robust Unsupervised Bilingual Dictionary Induction
Yanyang Li, Yingfeng Luo, Ye Lin +5
cs.CL2026
APR: Penalizing Structural Redundancy in Large Reasoning Models via Anchor-based Process Rewards
Kaiyan Chang, Chenwei Zhu, Yingfeng Luo +7
cs.CL2025
Step-level Verifier-guided Hybrid Test-Time Scaling for Large Language Models
Kaiyan Chang, Yonghao Shi, Chenglong Wang +7
cs.CL2026
NiuTrans.LMT: Toward Inclusive and Scalable Multilingual Machine Translation with LLMs
Yingfeng Luo, Ziqiang Xu, Yuxuan Ouyang +9
cs.CL2024
Early Exit Is a Natural Capability in Transformer-based Models: An Empirical Study on Early Exit without Joint Optimization
Weiqiao Shan, Long Meng, Tong Zheng +5
cs.CL2025
Beyond Decoder-only: Large Language Models Can be Good Encoders for Machine Translation
Yingfeng Luo, Tong Zheng, Yongyu Mu +8
cs.CL2025
One Size Does Not Fit All: A Distribution-Aware Sparsification for More Precise Model Merging
Yingfeng Luo, Dingyang Lin, Junxin Wang +8
cs.CL2021
The NiuTrans Machine Translation Systems for WMT21
Shuhan Zhou, Tao Zhou, Binghao Wei +15
eess.AS2025
Enhancing Speech Large Language Models with Prompt-Aware Mixture of Audio Encoders
Weiqiao Shan, Yuang Li, Yuhao Zhang +9
cs.SD2024
Recent Advances in End-to-End Simultaneous Speech Translation
Xiaoqian Liu, Guoqiang Hu, Yangfan Du +5