Shanbo Cheng

According to our database, Shanbo Cheng authored at least 30 papers between 2016 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Seed LiveInterpret 2.0: End-to-end Simultaneous Speech-to-speech Translation with Your Voice.

Shanbo Cheng, Yu Bao, Zhichao Huang, Yu Lu, Ningxin Peng, Lu Xu, Runsheng Yu, Rong Cao, Yujiao Du, Ting Han, Yuxiang Hu, Zeyang Li, Sitong Liu, Shengtao Ma, Shiguang Pan, Jiongchen Xiao, Nuo Xu, Meng Yang, Rong Ye, Yiming Yu, Jun Zhang, Ruofei Zhang, Wanyi Zhang, Wenhao Zhu, Liehao Zou, Lu Lu, Yuxuan Wang, Yonghui Wu

CoRR, July, 2025

Seed-X: Building Strong Multilingual Translation LLM with 7B Parameters.

Shanbo Cheng, Yu Bao, Qian Cao, Luyang Huang, Liyan Kang, Zhicheng Liu, Yu Lu, Wenhao Zhu, Jingwen Chen, Zhichao Huang, Tao Li, Yifu Li, Huiying Lin, Sitong Liu, Ningxin Peng, Shuaijie She, Lu Xu, Nuo Xu, Sen Yang, Runsheng Yu, Yiming Yu, Liehao Zou, Hang Li, Lu Lu, Yuxuan Wang, Yonghui Wu

CoRR, July, 2025

From Tens of Hours to Tens of Thousands: Scaling Back-Translation for Speech Recognition.

Tianduo Wang, Lu Xu, Wei Lu, Shanbo Cheng

CoRR, May, 2025

TRANS-ZERO: Self-Play Incentivizes Large Language Models for Multilingual Translation Without Parallel Data.

Wei Zou, Sen Yang, Yu Bao, Shujian Huang, Jiajun Chen, Shanbo Cheng

Proceedings of the Findings of the Association for Computational Linguistics, 2025

SeqPO-SiMT: Sequential Policy Optimization for Simultaneous Machine Translation.

Ting Xu, Zhichao Huang, Jiankai Sun, Shanbo Cheng, Wai Lam

Proceedings of the Findings of the Association for Computational Linguistics, 2025

2024

Eliciting the Translation Ability of Large Language Models via Multilingual Finetuning with Translation Instructions.

Jiahuan Li, Hao Zhou, Shujian Huang, Shanbo Cheng, Jiajun Chen

Trans. Assoc. Comput. Linguistics, 2024

Towards Achieving Human Parity on End-to-end Simultaneous Speech Translation via LLM Agent.

Shanbo Cheng, Zhichao Huang, Tom Ko, Hang Li, Ningxin Peng, Lu Xu, Qini Zhang

CoRR, 2024

MT-PATCHER: Selective and Extendable Knowledge Distillation from Large Language Models for Machine Translation.

Jiahuan Li, Shanbo Cheng, Shujian Huang, Jiajun Chen

Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers), 2024

G-DIG: Towards Gradient-based DIverse and hiGh-quality Instruction Data Selection for Machine Translation.

Xingyuan Pan, Luyang Huang, Liyan Kang, Zhicheng Liu, Yu Lu, Shanbo Cheng

Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024

Retaining Key Information under High Compression Ratios: Query-Guided Compressor for LLMs.

Zhiwei Cao, Qian Cao, Yu Lu, Ningxin Peng, Luyang Huang, Shanbo Cheng, Jinsong Su

Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024

2023

Speech Translation with Large Language Models: An Industrial Practice.

Zhichao Huang, Rong Ye, Tom Ko, Qianqian Dong, Shanbo Cheng, Mingxuan Wang, Hang Li

CoRR, 2023

Only 5% Attention Is All You Need: Efficient Long-range Document-level Neural Machine Translation.

Zihan Liu, Zewei Sun, Shanbo Cheng, Shujian Huang, Mingxuan Wang

Proceedings of the 13th International Joint Conference on Natural Language Processing and the 3rd Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics, 2023

Visual Information Matters for ASR Error Correction.

Vanya Bannihatti Kumar, Shanbo Cheng, Ningxin Peng, Yuchen Zhang

Proceedings of the IEEE International Conference on Acoustics, 2023

Beyond Triplet: Leveraging the Most Data for Multimodal Machine Translation.

Yaoming Zhu, Zewei Sun, Shanbo Cheng, Luyang Huang, Liwei Wu, Mingxuan Wang

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

Controlling Styles in Neural Machine Translation with Activation Prompt.

Yifan Wang, Zewei Sun, Shanbo Cheng, Weiguo Zheng, Mingxuan Wang

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

BigVideo: A Large-scale Video Subtitle Translation Dataset for Multimodal Machine Translation.

Liyan Kang, Luyang Huang, Ningxin Peng, Peihao Zhu, Zewei Sun, Shanbo Cheng, Mingxuan Wang, Degen Huang, Jinsong Su

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

2022

Beyond Triplet: Leveraging the Most Data for Multimodal Machine Translation.

Yaoming Zhu, Zewei Sun, Shanbo Cheng, Yuyang Huang, Liwei Wu, Mingxuan Wang

CoRR, 2022

Better Datastore, Better Translation: Generating Datastores from Pre-Trained Models for Nearest Neural Machine Translation.

Jiahuan Li, Shanbo Cheng, Zewei Sun, Mingxuan Wang, Shujian Huang

CoRR, 2022

Zero-shot Domain Adaptation for Neural Machine Translation with Retrieved Phrase-level Prompts.

Zewei Sun, Qingnan Jiang, Shujian Huang, Jun Cao, Shanbo Cheng, Mingxuan Wang

CoRR, 2022

switch-GLAT: Multilingual Parallel Machine Translation Via Code-Switch Decoder.

Zhenqiao Song, Hao Zhou, Lihua Qian, Jingjing Xu, Shanbo Cheng, Mingxuan Wang, Lei Li

Proceedings of the Tenth International Conference on Learning Representations, 2022

Unified Multimodal Punctuation Restoration Framework for Mixed-Modality Corpus.

Yaoming Zhu, Liwei Wu, Shanbo Cheng, Mingxuan Wang

Proceedings of the IEEE International Conference on Acoustics, 2022

2021

The Volctrans GLAT System: Non-autoregressive Translation Meets WMT21.

Lihua Qian, Yi Zhou, Zaixiang Zheng, Yaoming Zhu, Zehui Lin, Jiangtao Feng, Shanbo Cheng, Lei Li, Mingxuan Wang, Hao Zhou

Proceedings of the Sixth Conference on Machine Translation, 2021

Learning Kernel-Smoothed Machine Translation with Retrieved Examples.

Qingnan Jiang, Mingxuan Wang, Jun Cao, Shanbo Cheng, Shujian Huang, Lei Li

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

Language Tags Matter for Zero-Shot Neural Machine Translation.

Liwei Wu, Shanbo Cheng, Mingxuan Wang, Lei Li

Proceedings of the Findings of the Association for Computational Linguistics: ACL/IJCNLP 2021, 2021

2020

AR: Auto-Repair the Synthetic Data for Neural Machine Translation.

Shanbo Cheng, Shaohui Kuang, Rongxiang Weng, Heng Yu, Changfeng Zhu, Weihua Luo

CoRR, 2020

Language-aware Interlingua for Multilingual Neural Machine Translation.

Changfeng Zhu, Heng Yu, Shanbo Cheng, Weihua Luo

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

Acquiring Knowledge from Pre-Trained Model to Neural Machine Translation.

Rongxiang Weng, Heng Yu, Shujian Huang, Shanbo Cheng, Weihua Luo

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2018

Alibaba's Neural Machine Translation Systems for WMT18.

Yongchao Deng, Shanbo Cheng, Jun Lu, Kai Song, Jingang Wang, Shenglan Wu, Liang Yao, Guchun Zhang, Haibo Zhang, Pei Zhang, Changfeng Zhu, Boxing Chen

Proceedings of the Third Conference on Machine Translation: Shared Task Papers, 2018

2017

Sogou Neural Machine Translation Systems for WMT17.

Yuguang Wang, Shanbo Cheng, Liyang Jiang, Jiajun Yang, Wei Chen, Muze Li, Lin Shi, Yanfeng Wang, Hongtao Yang

Proceedings of the Second Conference on Machine Translation, 2017

2016

PRIMT: A Pick-Revise Framework for Interactive Machine Translation.

Shanbo Cheng, Shujian Huang, Huadong Chen, Xinyu Dai, Jiajun Chen

Proceedings of the NAACL HLT 2016, 2016