Shanbo Cheng

49 papers A* 5Misc 2Journal 27Unranked 15
YearRankTypeTitle / Venue / Authors
2026 J jnl
GRRM: Group Relative Reward Modeling for Machine Translation.
CoRR
Sen Yang, Shanbo Cheng, Lu Xu, Jianbing Zhang, Shujian Huang
2025 J jnl
DuPO: Enabling Reliable LLM Self-Verification via Dual Preference Optimization.
CoRR
Shuaijie She, Yu Bao, Yu Lu, Lu Xu, Tao Li, Wenhao Zhu, Shujian Huang, Shanbo Cheng, Lu Lu, Yuxuan Wang
2025 A* conf
EnAnchored-X2X: English-Anchored Optimization for Many-to-Many Translation.
EMNLP
Sen Yang, Yu Bao, Yu Lu, Jiajun Chen, Shujian Huang, Shanbo Cheng
2025 J jnl
EnAnchored-X2X: English-Anchored Optimization for Many-to-Many Translation.
CoRR
Sen Yang, Yu Bao, Yu Lu, Jiajun Chen, Shujian Huang, Shanbo Cheng
2025 A* conf
From Tens of Hours to Tens of Thousands: Scaling Back-Translation for Speech Recognition.
EMNLP
Tianduo Wang, Lu Xu, Wei Lu, Shanbo Cheng
2025 J jnl
From Tens of Hours to Tens of Thousands: Scaling Back-Translation for Speech Recognition.
CoRR
Tianduo Wang, Lu Xu, Wei Lu, Shanbo Cheng
2025 J jnl
Seed LiveInterpret 2.0: End-to-end Simultaneous Speech-to-speech Translation with Your Voice.
CoRR
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
2025 J jnl
Seed-X: Building Strong Multilingual Translation LLM with 7B Parameters.
CoRR
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
2025 — conf
SeqPO-SiMT: Sequential Policy Optimization for Simultaneous Machine Translation.
ACL (Findings)
Ting Xu, Zhichao Huang, Jiankai Sun, Shanbo Cheng, Wai Lam
2025 J jnl
SeqPO-SiMT: Sequential Policy Optimization for Simultaneous Machine Translation.
CoRR
Ting Xu, Zhichao Huang, Jiankai Sun, Shanbo Cheng, Wai Lam
2025 — conf
TRANS-ZERO: Self-Play Incentivizes Large Language Models for Multilingual Translation Without Parallel Data.
ACL (Findings)
Wei Zou, Sen Yang, Yu Bao, Shujian Huang, Jiajun Chen, Shanbo Cheng
2025 J jnl
Trans-Zero: Self-Play Incentivizes Large Language Models for Multilingual Translation Without Parallel Data.
CoRR
Wei Zou, Sen Yang, Yu Bao, Shujian Huang, Jiajun Chen, Shanbo Cheng
2024 J jnl
Eliciting the Translation Ability of Large Language Models via Multilingual Finetuning with Translation Instructions.
Trans. Assoc. Comput. Linguistics
Jiahuan Li, Hao Zhou, Shujian Huang, Shanbo Cheng, Jiajun Chen
2024 — conf
G-DIG: Towards Gradient-based DIverse and hiGh-quality Instruction Data Selection for Machine Translation.
ACL (1)
Xingyuan Pan, Luyang Huang, Liyan Kang, Zhicheng Liu, Yu Lu, Shanbo Cheng
2024 J jnl
G-DIG: Towards Gradient-based DIverse and hiGh-quality Instruction Data Selection for Machine Translation.
CoRR
Xingyuan Pan, Luyang Huang, Liyan Kang, Zhicheng Liu, Yu Lu, Shanbo Cheng
2024 — conf
MT-PATCHER: Selective and Extendable Knowledge Distillation from Large Language Models for Machine Translation.
NAACL-HLT
Jiahuan Li, Shanbo Cheng, Shujian Huang, Jiajun Chen
2024 J jnl
MT-PATCHER: Selective and Extendable Knowledge Distillation from Large Language Models for Machine Translation.
CoRR
Jiahuan Li, Shanbo Cheng, Shujian Huang, Jiajun Chen
2024 — conf
Retaining Key Information under High Compression Ratios: Query-Guided Compressor for LLMs.
ACL (1)
Zhiwei Cao, Qian Cao, Yu Lu, Ningxin Peng, Luyang Huang, Shanbo Cheng, Jinsong Su
2024 J jnl
Retaining Key Information under High Compression Ratios: Query-Guided Compressor for LLMs.
CoRR
Zhiwei Cao, Qian Cao, Yu Lu, Ningxin Peng, Luyang Huang, Shanbo Cheng, Jinsong Su
2024 J jnl
Towards Achieving Human Parity on End-to-end Simultaneous Speech Translation via LLM Agent.
CoRR
Shanbo Cheng, Zhichao Huang, Tom Ko, Hang Li, Ningxin Peng, Lu Xu, Qini Zhang
2023 — conf
Beyond Triplet: Leveraging the Most Data for Multimodal Machine Translation.
ACL (Findings)
Yaoming Zhu, Zewei Sun, Shanbo Cheng, Luyang Huang, Liwei Wu, Mingxuan Wang
2023 — conf
BigVideo: A Large-scale Video Subtitle Translation Dataset for Multimodal Machine Translation.
ACL (Findings)
Liyan Kang, Luyang Huang, Ningxin Peng, Peihao Zhu, Zewei Sun, Shanbo Cheng, Mingxuan Wang, Degen Huang, Jinsong Su
2023 J jnl
BigVideo: A Large-scale Video Subtitle Translation Dataset for Multimodal Machine Translation.
CoRR
Liyan Kang, Luyang Huang, Ningxin Peng, Peihao Zhu, Zewei Sun, Shanbo Cheng, Mingxuan Wang, Degen Huang, Jinsong Su
2023 — conf
Controlling Styles in Neural Machine Translation with Activation Prompt.
ACL (Findings)
Yifan Wang, Zewei Sun, Shanbo Cheng, Weiguo Zheng, Mingxuan Wang
2023 — conf
Only 5% Attention Is All You Need: Efficient Long-range Document-level Neural Machine Translation.
IJCNLP (1)
Zihan Liu, Zewei Sun, Shanbo Cheng, Shujian Huang, Mingxuan Wang
2023 J jnl
Only 5\% Attention Is All You Need: Efficient Long-range Document-level Neural Machine Translation.
CoRR
Zihan Liu, Zewei Sun, Shanbo Cheng, Shujian Huang, Mingxuan Wang
2023 J jnl
Speech Translation with Large Language Models: An Industrial Practice.
CoRR
Zhichao Huang, Rong Ye, Tom Ko, Qianqian Dong, Shanbo Cheng, Mingxuan Wang, Hang Li
2023 Misc conf
Visual Information Matters for ASR Error Correction.
ICASSP
Vanya Bannihatti Kumar, Shanbo Cheng, Ningxin Peng, Yuchen Zhang
2023 J jnl
Visual Information Matters for ASR Error Correction.
CoRR
Vanya Bannihatti Kumar, Shanbo Cheng, Ningxin Peng, Yuchen Zhang
2022 J jnl
Better Datastore, Better Translation: Generating Datastores from Pre-Trained Models for Nearest Neural Machine Translation.
CoRR
Jiahuan Li, Shanbo Cheng, Zewei Sun, Mingxuan Wang, Shujian Huang
2022 J jnl
Beyond Triplet: Leveraging the Most Data for Multimodal Machine Translation.
CoRR
Yaoming Zhu, Zewei Sun, Shanbo Cheng, Yuyang Huang, Liwei Wu, Mingxuan Wang
2022 J jnl
Controlling Styles in Neural Machine Translation with Activation Prompt.
CoRR
Yifan Wang, Zewei Sun, Shanbo Cheng, Weiguo Zheng, Mingxuan Wang
2022 Misc conf
Unified Multimodal Punctuation Restoration Framework for Mixed-Modality Corpus.
ICASSP
Yaoming Zhu, Liwei Wu, Shanbo Cheng, Mingxuan Wang
2022 J jnl
Unified Multimodal Punctuation Restoration Framework for Mixed-Modality Corpus.
CoRR
Yaoming Zhu, Liwei Wu, Shanbo Cheng, Mingxuan Wang
2022 J jnl
Zero-shot Domain Adaptation for Neural Machine Translation with Retrieved Phrase-level Prompts.
CoRR
Zewei Sun, Qingnan Jiang, Shujian Huang, Jun Cao, Shanbo Cheng, Mingxuan Wang
2022 A* conf
switch-GLAT: Multilingual Parallel Machine Translation Via Code-Switch Decoder.
ICLR
Zhenqiao Song, Hao Zhou, Lihua Qian, Jingjing Xu, Shanbo Cheng, Mingxuan Wang, Lei Li
2021 — conf
Language Tags Matter for Zero-Shot Neural Machine Translation.
ACL/IJCNLP (Findings)
Liwei Wu, Shanbo Cheng, Mingxuan Wang, Lei Li
2021 J jnl
Language Tags Matter for Zero-Shot Neural Machine Translation.
CoRR
Liwei Wu, Shanbo Cheng, Mingxuan Wang, Lei Li
2021 — conf
Learning Kernel-Smoothed Machine Translation with Retrieved Examples.
EMNLP (1)
Qingnan Jiang, Mingxuan Wang, Jun Cao, Shanbo Cheng, Shujian Huang, Lei Li
2021 J jnl
Learning Kernel-Smoothed Machine Translation with Retrieved Examples.
CoRR
Qingnan Jiang, Mingxuan Wang, Jun Cao, Shanbo Cheng, Shujian Huang, Lei Li
2021 — conf
The Volctrans GLAT System: Non-autoregressive Translation Meets WMT21.
WMT@EMNLP
Lihua Qian, Yi Zhou, Zaixiang Zheng, Yaoming Zhu, Zehui Lin, Jiangtao Feng, Shanbo Cheng, Lei Li, Mingxuan Wang, Hao Zhou
2021 J jnl
The Volctrans GLAT System: Non-autoregressive Translation Meets WMT21.
CoRR
Lihua Qian, Yi Zhou, Zaixiang Zheng, Yaoming Zhu, Zehui Lin, Jiangtao Feng, Shanbo Cheng, Lei Li, Mingxuan Wang, Hao Zhou
2020 J jnl
AR: Auto-Repair the Synthetic Data for Neural Machine Translation.
CoRR
Shanbo Cheng, Shaohui Kuang, Rongxiang Weng, Heng Yu, Changfeng Zhu, Weihua Luo
2020 A* conf
Acquiring Knowledge from Pre-Trained Model to Neural Machine Translation.
AAAI
Rongxiang Weng, Heng Yu, Shujian Huang, Shanbo Cheng, Weihua Luo
2020 A* conf
Language-aware Interlingua for Multilingual Neural Machine Translation.
ACL
Changfeng Zhu, Heng Yu, Shanbo Cheng, Weihua Luo
2019 J jnl
Acquiring Knowledge from Pre-trained Model to Neural Machine Translation.
CoRR
Rongxiang Weng, Heng Yu, Shujian Huang, Shanbo Cheng, Weihua Luo
2018 — conf
Alibaba's Neural Machine Translation Systems for WMT18.
WMT (shared task)
Yongchao Deng, Shanbo Cheng, Jun Lu, Kai Song, Jingang Wang, Shenglan Wu, Liang Yao, Guchun Zhang, Haibo Zhang, Pei Zhang, Changfeng Zhu, Boxing Chen
2017 — conf
Sogou Neural Machine Translation Systems for WMT17.
WMT
Yuguang Wang, Shanbo Cheng, Liyang Jiang, Jiajun Yang, Wei Chen, Muze Li, Lin Shi, Yanfeng Wang, Hongtao Yang
2016 — conf
PRIMT: A Pick-Revise Framework for Interactive Machine Translation.
HLT-NAACL
Shanbo Cheng, Shujian Huang, Huadong Chen, Xinyu Dai, Jiajun Chen