Cheng, Shanbo

1. Speech Translation with Large Language Models: An Industrial Practice
   2023/12/21 by Zhichao Huang, Rong Ye, Huang, Zhichao +11 · 7 citations
   Computer Science · #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #Natural Language Processing Techniques #Sound (cs.SD) #Speech Recognition and Synthesis #Topic Modeling #electronic engineering #information engineering
2. Eliciting the Translation Ability of Large Language Models via Multilingual Finetuning with Translation Instructions
   2023/05/24 by Li, Jiahuan, Zhou, Hao, Huang, Shujian +2 · 4 citations
   #Computation and Language (cs.CL) #FOS: Computer and information sciences
3. Retaining Key Information under High Compression Ratios: Query-Guided Compressor for LLMs
   2024/06/04 by Cao, Zhiwei, Cao, Qian, Lu, Yu +4 · 4 citations
   #Computation and Language (cs.CL) #FOS: Computer and information sciences
4. Visual Information Matters for ASR Error Correction
   2023/03/16 by Kumar, Vanya Bannihatti, Cheng, Shanbo, Peng, Ningxin +1 · 2 citations
   #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Sound (cs.SD) #electronic engineering #information engineering
5. G-DIG: Towards Gradient-based Diverse and High-quality Instruction Data Selection for Machine Translation
   2024/05/21 by Pan, Xingyuan, Huang, Luyang, Kang, Liyan +3 · 3 citations
   #Computation and Language (cs.CL) #FOS: Computer and information sciences
6. Improving Multilingual Semantic Textual Similarity with Shared Sentence Encoder for Low-resource Languages
   2018/10/20 by Tang, Xin, Cheng, Shanbo, Do, Loc +5 · 1 citation
   #Computation and Language (cs.CL) #FOS: Computer and information sciences
7. Seed-X: Building Strong Multilingual Translation LLM with 7B Parameters
   2025/07/18 by Shanbo Cheng, Yu Bao, Cheng, Shanbo +48 · 7 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
8. Towards Achieving Human Parity on End-to-end Simultaneous Speech Translation via LLM Agent
   2024/07/31 by Cheng, Shanbo, Huang, Zhichao, Ko, Tom +4 · 2 citations
   #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #Sound (cs.SD) #electronic engineering #information engineering
9. Beyond Triplet: Leveraging the Most Data for Multimodal Machine Translation
   2022/12/20 by Zhu, Yaoming, Sun, Zewei, Cheng, Shanbo +3 · 1 citation
   #Computation and Language (cs.CL) #FOS: Computer and information sciences
10. MT-PATCHER: Selective and Extendable Knowledge Distillation from Large Language Models for Machine Translation
    2024/03/14 by Li, Jiahuan, Cheng, Shanbo, Huang, Shujian +1 · 2 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
11. BigVideo: A Large-scale Video Subtitle Translation Dataset for Multimodal Machine Translation
    2023/05/23 by Liyan Kang, Luyang Huang, Kang, Liyan +15 · 1 citation
    Computer Science · #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Video Analysis and Summarization
12. SeqPO-SiMT: Sequential Policy Optimization for Simultaneous Machine Translation
    2025/05/27 by Xu, Ting, Huang, Zhichao, Sun, Jiankai +2 · 3 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)