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Tong Xiao 0001
Person information
- affiliation: Northeastern University, China NiuTrans Research, Shenyang, China
- affiliation (PhD 2012): Northeastern University, Shenyang, China
Other persons with the same name
- Tong Xiao 0002
— Tsinghua University, Department of Computer Science and Technology, Beijing, China (and 1 more)
- Tong Xiao 0003 — Facebook AI Research, Menlo Park, CA, USA (and 1 more)
- Tong Xiao 0004
- Tong Xiao 0005 — Oracle America, Inc., Microelectronics Group, Santa Clara, CA, USA (and 2 more)
- Tong Xiao 0006 — Xi'an Jiaotong University, Department of Electrical and Information Engineering, China
- Tong Xiao 0007
- Tong Xiao 0008
- Tong Xiao 0009
- Tong Xiao 0010 — Ministry of Environmental Protection, Satellite Environment Center, Department of Ecological Remote Sensing, Beijing, China
- Tong Xiao 0011 — Columbia University, New York, NY, USA
- Tong Xiao 0012 — Hainan University, College of Information Science and Technology, Haikou, China
- Tong Xiao 0013 — Henan University, School of Computer and Information Engineering, Kaifeng, China
- Tong Xiao 0014 — Zhejiang Lab, China
- Tong Xiao 0015 — Yunnan University, School of Information Science and Engineering, Kunming, China
- Tong Xiao 0016
- Tong Xiao 0017
- Tong Xiao 0018
- Tong Xiao 0019 — China Academy of Railway Sciences, Signal and Communication Research Institute, Beijing, China
- Tong Xiao 0020 — Tongji University, College of Arts and Media, Shanghai, China (and 1 more)
- Tong Xiao 0021 — Beijing Jiaotong University, School of Computer Science and Technology, Beijing Key Lab of Traffic Data Mining and Embodied Intelligence, China
- Tong Xiao 0022 — Beijing Forestry University, School of Technology, China
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2020 – today
- 2026
- [c130]Yuan Ge, Junxiang Zhang, Xiaoqian Liu, Bei Li, Xiangnan Ma, Chenglong Wang, Kaiyang Ye, Yangfan Du, Linfeng Zhang, Yuxin Huang, Tong Xiao, Zhengtao Yu, Jingbo Zhu:
SageLM: A Multi-aspect and Explainable Large Language Model for Speech Judgement. AAAI 2026: 30807-30815 - [c129]Xiaoqian Liu, Xiyan Gui, Zhengkun Ge, Yuan Ge, Chang Zou, Jiacheng Liu, Zhikang Niu, Qixi Zheng, Chen Xu, Xie Chen, Tong Xiao, Jingbo Zhu, Linfeng Zhang:
WaveEx: Accelerating Flow Matching-based Speech Generation via Wavelet-guided Extrapolation. AAAI 2026: 32177-32185 - [c128]Chenglong Wang, Yongyu Mu, Hang Zhou, Yifu Huo, Ziming Zhu, Jiali Zeng, Murun Yang, Bei Li, Xiaoyang Hao, Chunliang Zhang, Fandong Meng, Jingbo Zhu, Tong Xiao:
GRAM-R²: Self-Training Generative Foundation Reward Models for Reward Reasoning. AAAI 2026: 33395-33403 - [c127]Chenglong Wang, Yifu Huo, Yang Gan, Yongyu Mu, Qiaozhi He, Murun Yang, Bei Li, Chunliang Zhang, Tongran Liu, Anxiang Ma, Zhengtao Yu, Jingbo Zhu, Tong Xiao:
Probing Preference Representations: A Multi-Dimensional Evaluation and Analysis Method for Reward Models. AAAI 2026: 33404-33412 - [i115]Chenglong Wang, Canjia Li, Xingzhao Zhu, Yifu Huo, Huiyu Wang, Weixiong Lin, Yun Yang, Qiaozhi He, Tianhua Zhou, Xiaojia Chang, Jingbo Zhu, Tong Xiao:
SERM: Self-Evolving Relevance Model with Agent-Driven Learning from Massive Query Streams. CoRR abs/2601.09515 (2026) - [i114]Junhao Ruan, Bei Li, Yongjing Yin, Pengcheng Huang, Xin Chen, Jingang Wang, Xunliang Cai, Tong Xiao, JingBo Zhu:
Causal Autoregressive Diffusion Language Model. CoRR abs/2601.22031 (2026) - [i113]Chao Wang, Bei Li, Jiaqi Zhang, Xinyu Liu, Yuchun Fan, Linkun Lyu, Xin Chen, Jingang Wang, Tong Xiao, Peng Pei, Xunliang Cai:
SpanNorm: Reconciling Training Stability and Performance in Deep Transformers. CoRR abs/2601.22580 (2026) - [i112]Kaiyan Chang, Chenwei Zhu, Yingfeng Luo, Yifu Huo, Chenglong Wang, Xiaoqian Liu, Qiaozhi He, Tong Xiao, Zhengtao Yu, Jingbo Zhu:
APR: Penalizing Structural Redundancy in Large Reasoning Models via Anchor-based Process Rewards. CoRR abs/2602.00760 (2026) - [i111]Runsong Zhao, Shilei Liu, Jiwei Tang, Langming Liu, Haibin Chen, Weidong Zhang, Yujin Yuan, Tong Xiao, Jingbo Zhu, Wenbo Su, Bo Zheng:
CoMeT: Collaborative Memory Transformer for Efficient Long Context Modeling. CoRR abs/2602.01766 (2026) - [i110]Ruixiang Mao, Xiangnan Ma, Dan Chen, Ziming Zhu, Yuan Ge, Aokai Hao, Haishu Zhao, Yifu Huo, Qing Yang, Kaiyan Chang, Xiaoqian Liu, Chenglong Wang, Qiaozhi He, Tong Xiao, Jingbo Zhu:
When Scaling Fails: Mitigating Audio Perception Decay of LALMs via Multi-Step Perception-Aware Reasoning. CoRR abs/2603.02266 (2026) - [i109]Haishu Zhao, Aokai Hao, Yuan Ge, Zhenqiang Hong, Tong Xiao, Jingbo Zhu:
StyleBench: Evaluating Speech Language Models on Conversational Speaking Style Control. CoRR abs/2603.07599 (2026) - [i108]Yongyu Mu, Jiali Zeng, Fandong Meng, JingBo Zhu, Tong Xiao:
Offline Exploration-Aware Fine-Tuning for Long-Chain Mathematical Reasoning. CoRR abs/2603.16206 (2026) - [i107]Yuan Ge, Haishu Zhao, Aokai Hao, Junxiang Zhang, Bei Li, Xiaoqian Liu, Chenglong Wang, Jianjin Wang, Bingsen Zhou, Bingyu Liu, Jingbo Zhu, Zhengtao Yu, Tong Xiao:
On the Emotion Understanding of Synthesized Speech. CoRR abs/2603.16483 (2026) - [i106]Yilin Wang, Yuchun Fan, Jiaoyang Li, Ziming Zhu, Yongyu Mu, Qiaozhi He, Tong Xiao, Jingbo Zhu:
DaPT: A Dual-Path Framework for Multilingual Multi-hop Question Answering. CoRR abs/2603.19097 (2026) - [i105]Runsong Zhao, Shilei Liu, Jiwei Tang, Langming Liu, Haibin Chen, Weidong Zhang, Yujin Yuan, Tong Xiao, Jingbo Zhu, Wenbo Su, Bo Zheng:
PoC: Performance-oriented Context Compression for Large Language Models via Performance Prediction. CoRR abs/2603.19733 (2026) - [i104]Chenglong Wang, Yifu Huo, Yang Gan, Qiaozhi He, Qi Meng, Bei Li, Yan Wang, Junfu Liu, Tianhua Zhou, Jingbo Zhu, Tong Xiao:
MSRL: Scaling Generative Multimodal Reward Modeling via Multi-Stage Reinforcement Learning. CoRR abs/2603.25108 (2026) - 2025
- [j15]Kalzang Gyatso, Sonam Tshering, Tashi Norbu, Nyima Tashi, Tong Xiao, Jingbo Zhu, Garma Tashi, Gadeng Luosang:
An Improved Byte Pair Encoding Method for Tibetan. J. Adv. Comput. Intell. Intell. Informatics 29(6): 1273-1282 (2025) - [j14]Murun Yang
Multi-Scale Feature Fusion Using Matrix Decomposition for Enhanced Transformer Performance on Small-Scale Datasets. J. Circuits Syst. Comput. 34(12): 2550291:1-2550291:24 (2025) - [j13]Abudurexiti Reheman, Yingfeng Luo, Junhao Ruan, Hongyu Liu
Pseudo-kNN-MT: Enhancing domain adaptability of neural machine translation via target language data. Knowl. Based Syst. 330: 114513 (2025) - [c126]Chenglong Wang, Yang Gan, Yifu Huo, Yongyu Mu, Murun Yang, Qiaozhi He, Tong Xiao, Chunliang Zhang, Tongran Liu, Jingbo Zhu:
RoVRM: A Robust Visual Reward Model Optimized via Auxiliary Textual Preference Data. AAAI 2025: 25336-25344 - [c125]Yuhao Zhang, Xiangnan Ma, Kaiqi Kou, Peizhuo Liu, Weiqiao Shan, Benyou Wang, Tong Xiao, Yuxin Huang, Zhengtao Yu, JingBo Zhu:
Leveraging Unit Language Guidance to Advance Speech Modeling in Textless Speech-to-Speech Translation. ACL (Findings) 2025: 1448-1460 - [c124]Yingfeng Luo, Tong Zheng, Yongyu Mu, Bei Li, Qinghong Zhang, Yongqi Gao, Ziqiang Xu, Peinan Feng, Xiaoqian Liu, Tong Xiao, JingBo Zhu:
Beyond Decoder-only: Large Language Models Can be Good Encoders for Machine Translation. ACL (Findings) 2025: 9399-9431 - [c123]Abudurexiti Reheman, Hongyu Liu, Junhao Ruan, Abudukeyumu Abudula, Yingfeng Luo, Tong Xiao, JingBo Zhu:
Enhancing Neural Machine Translation Through Target Language Data: A kNN-LM Approach for Domain Adaptation. ACL (1) 2025: 10053-10065 - [c122]Yafu Li, Ronghao Zhang, Zhilin Wang, Huajian Zhang, Leyang Cui, Yongjing Yin, Tong Xiao, Yue Zhang:
Lost in Literalism: How Supervised Training Shapes Translationese in LLMs. ACL (1) 2025: 12875-12894 - [c121]Lei Huang, Xiaocheng Feng, Weitao Ma, Yuchun Fan, Xiachong Feng, Yuxuan Gu, Yangfan Ye, Liang Zhao, Weihong Zhong, Baoxin Wang, Dayong Wu, Guoping Hu, Lingpeng Kong, Tong Xiao, Ting Liu, Bing Qin:
Alleviating Hallucinations from Knowledge Misalignment in Large Language Models via Selective Abstention Learning. ACL (1) 2025: 24564-24579 - [c120]Yuchun Fan, Yongyu Mu, Yilin Wang, Lei Huang, Junhao Ruan, Bei Li, Tong Xiao, Shujian Huang, Xiaocheng Feng, Jingbo Zhu:
SLAM: Towards Efficient Multilingual Reasoning via Selective Language Alignment. COLING 2025: 9499-9515 - [c119]Yifu Huo, Chenglong Wang, Qiren Zhu, Shunjie Xing, Tong Xiao, Chunliang Zhang, Tongran Liu, JingBo Zhu:
HEAL: A Hypothesis-Based Preference-Aware Analysis Framework. EMNLP (Findings) 2025: 8901-8919 - [c118]Xinyu Liu, Bei Li, Jiahao Liu, Junhao Ruan, Kechen Jiao, Hongyin Tang, Jingang Wang, Tong Xiao, JingBo Zhu:
IIET: Efficient Numerical Transformer via Implicit Iterative Euler Method. EMNLP 2025: 8944-8958 - [c117]Yuchun Fan, Yilin Wang, Yongyu Mu, Lei Huang, Bei Li, Xiaocheng Feng, Tong Xiao, JingBo Zhu:
Language-Specific Layer Matters: Efficient Multilingual Enhancement for Large Vision-Language Models. EMNLP (Findings) 2025: 12473-12500 - [c116]Runsong Zhao, Xin Liu, Xinyu Liu, Pengcheng Huang, Chunyang Xiao, Tong Xiao, JingBo Zhu:
Position IDs Matter: An Enhanced Position Layout for Efficient Context Compression in Large Language Models. EMNLP (Findings) 2025: 17715-17734 - [c115]Kaiyan Chang
Step-level Verifier-guided Hybrid Test-Time Scaling for Large Language Models. EMNLP 2025: 18462-18477 - [c114]Weiqiao Shan, Yuang Li, Yuhao Zhang, Yingfeng Luo, Chen Xu, Xiaofeng Zhao, Long Meng, Yunfei Lu, Min Zhang, Hao Yang, Tong Xiao, JingBo Zhu:
Enhancing Speech Large Language Models with Prompt-Aware Mixture of Audio Encoders. EMNLP 2025: 19305-19320 - [c113]Xiaoqian Liu, Yangfan Du, Jianjin Wang, Yuan Ge, Chen Xu
A Modular-based Strategy for Mitigating Gradient Conflicts in Simultaneous Speech Translation. ICASSP 2025: 1-5 - [c112]Xiangnan Ma, Peizhuo Liu, Yuhao Zhang
Adaptive Decoding for Efficient Automatic Speech Recognition. ICASSP 2025: 1-5 - [c111]Yongyu Mu, Hengyu Li, Junxin Wang, Xiaoxuan Zhou, Chenglong Wang, Yingfeng Luo, Qiaozhi He, Tong Xiao, Guocheng Chen, Jingbo Zhu:
Boosting Text-To-Image Generation via Multilingual Prompting in Large Multimodal Models. ICASSP 2025: 1-5 - [c110]Weiqiao Shan, Yuhao Zhang
Optimizing Speech Multi-View Feature Fusion through Conditional Computation. ICASSP 2025: 1-5 - [c109]Chenglong Wang, Yang Gan, Yifu Huo, Yongyu Mu, Qiaozhi He, Murun Yang, Bei Li, Tong Xiao, Chunliang Zhang, Tongran Liu, JingBo Zhu:
GRAM: A Generative Foundation Reward Model for Reward Generalization. ICML 2025 - [c108]Yuan Ge, Kaiyang Ye, Saihan Chen, Aokai Hao, Xiangnan Ma, Kaiyan Chang
StoryBench: A Dataset for Diverse, Explainable, Multi-hop Narrative Text-to-Image Generation. NLPCC (2) 2025: 34-47 - [i103]Yuchun Fan, Yongyu Mu, Yilin Wang, Lei Huang, Junhao Ruan, Bei Li, Tong Xiao, Shujian Huang, Xiaocheng Feng, Jingbo Zhu:
SLAM: Towards Efficient Multilingual Reasoning via Selective Language Alignment. CoRR abs/2501.03681 (2025) - [i102]Yongyu Mu, Hengyu Li, Junxin Wang, Xiaoxuan Zhou, Chenglong Wang, Yingfeng Luo, Qiaozhi He, Tong Xiao, Guocheng Chen, Jingbo Zhu:
Boosting Text-To-Image Generation via Multilingual Prompting in Large Multimodal Models. CoRR abs/2501.07086 (2025) - [i101]Weiqiao Shan, Yuhao Zhang, Yuchen Han, Bei Li, Xiaofeng Zhao, Yuang Li, Min Zhang, Hao Yang, Tong Xiao, Jingbo Zhu:
Optimizing Speech Multi-View Feature Fusion through Conditional Computation. CoRR abs/2501.08057 (2025) - [i100]Tong Xiao, Jingbo Zhu:
Foundations of Large Language Models. CoRR abs/2501.09223 (2025) - [i99]Weiqiao Shan, Yuang Li, Yuhao Zhang, Yingfeng Luo, Chen Xu
Enhancing Speech Large Language Models with Prompt-Aware Mixture of Audio Encoders. CoRR abs/2502.15178 (2025) - [i98]Yafu Li, Ronghao Zhang, Zhilin Wang, Huajian Zhang, Leyang Cui
Lost in Literalism: How Supervised Training Shapes Translationese in LLMs. CoRR abs/2503.04369 (2025) - [i97]Yingfeng Luo, Tong Zheng, Yongyu Mu, Bei Li, Qinghong Zhang, Yongqi Gao, Ziqiang Xu, Peinan Feng, Xiaoqian Liu, Tong Xiao, Jingbo Zhu:
Beyond Decoder-only: Large Language Models Can be Good Encoders for Machine Translation. CoRR abs/2503.06594 (2025) - [i96]Yuhao Zhang, Xiangnan Ma, Kaiqi Kou, Peizhuo Liu, Weiqiao Shan, Benyou Wang, Tong Xiao, Yuxin Huang, Zhengtao Yu, Jingbo Zhu:
Leveraging Unit Language Guidance to Advance Speech Modeling in Textless Speech-to-Speech Translation. CoRR abs/2505.15333 (2025) - [i95]Yongyu Mu, Jiali Zeng, Bei Li, Xinyan Guan, Fandong Meng, Jie Zhou, Tong Xiao, Jingbo Zhu:
Dissecting Long Reasoning Models: An Empirical Study. CoRR abs/2506.04913 (2025) - [i94]Chenglong Wang, Yang Gan, Yifu Huo, Yongyu Mu, Qiaozhi He, Murun Yang, Bei Li, Tong Xiao, Chunliang Zhang, Tongran Liu, Jingbo Zhu:
GRAM: A Generative Foundation Reward Model for Reward Generalization. CoRR abs/2506.14175 (2025) - [i93]Kaiyan Chang, Yonghao Shi, Chenglong Wang, Hang Zhou, Chi Hu, Xiaoqian Liu, Yingfeng Luo, Yuan Ge, Tong Xiao, Jingbo Zhu:
Step-level Verifier-guided Hybrid Test-Time Scaling for Large Language Models. CoRR abs/2507.15512 (2025) - [i92]Yingfeng Luo, Dingyang Lin, Junxin Wang, Ziqiang Xu, Kaiyan Chang, Tong Zheng, Bei Li, Anxiang Ma, Tong Xiao, Zhengtao Yu, Jingbo Zhu:
One Size Does Not Fit All: A Distribution-Aware Sparsification for More Precise Model Merging. CoRR abs/2508.06163 (2025) - [i91]Pengcheng Huang, Tianming Liu, Zhenghao Liu, Yukun Yan, Shuo Wang, Tong Xiao, Zulong Chen, Maosong Sun:
Empirical Analysis of Decoding Biases in Masked Diffusion Models. CoRR abs/2508.13021 (2025) - [i90]Yuchun Fan, Yilin Wang, Yongyu Mu, Lei Huang, Bei Li, Xiaocheng Feng, Tong Xiao, Jingbo Zhu:
Language-Specific Layer Matters: Efficient Multilingual Enhancement for Large Vision-Language Models. CoRR abs/2508.18381 (2025) - [i89]Yanfan Du, Jun Zhang, Bin Wang, Jin Qiu, Lu Huang, Yuan Ge, Xiaoqian Liu, Tong Xiao, Jingbo Zhu:
Attention2Probability: Attention-Driven Terminology Probability Estimation for Robust Speech-to-Text System. CoRR abs/2508.18701 (2025) - [i88]Ziming Zhu, Chenglong Wang, Shunjie Xing, Yifu Huo, Fengning Tian, Quan Du, Di Yang, Chunliang Zhang, Tong Xiao, Jingbo Zhu:
LaTeXTrans: Structured LaTeX Translation with Multi-Agent Coordination. CoRR abs/2508.18791 (2025) - [i87]Yifu Huo, Chenglong Wang, Qiren Zhu, Shunjie Xing, Tong Xiao, Chunliang Zhang, Tongran Liu, Jinbo Zhu:
HEAL: A Hypothesis-Based Preference-Aware Analysis Framework. CoRR abs/2508.19922 (2025) - [i86]Yuan Ge, Junxiang Zhang, Xiaoqian Liu, Bei Li, Xiangnan Ma, Chenglong Wang, Kaiyang Ye, Yangfan Du, Linfeng Zhang, Yuxin Huang, Tong Xiao, Zhengtao Yu, JingBo Zhu:
SageLM: A Multi-aspect and Explainable Large Language Model for Speech Judgement. CoRR abs/2508.20916 (2025) - [i85]Chenglong Wang, Yongyu Mu, Hang Zhou, Yifu Huo, Ziming Zhu, Jiali Zeng, Murun Yang, Bei Li, Tong Xiao, Xiaoyang Hao, Chunliang Zhang, Fandong Meng, Jingbo Zhu:
GRAM-R2: Self-Training Generative Foundation Reward Models for Reward Reasoning. CoRR abs/2509.02492 (2025) - [i84]Yuan Ge, Saihan Chen, Jingqi Xiao, Xiaoqian Liu, Tong Xiao, Yan Xiang, Zhengtao Yu, Jingbo Zhu:
FLEXI: Benchmarking Full-duplex Human-LLM Speech Interaction. CoRR abs/2509.22243 (2025) - [i83]Xinyu Liu, Bei Li, Jiahao Liu, Junhao Ruan, Kechen Jiao, Hongyin Tang, Jingang Wang, Tong Xiao, Jingbo Zhu:
IIET: Efficient Numerical Transformer via Implicit Iterative Euler Method. CoRR abs/2509.22463 (2025) - [i82]Jiaoyang Li, Junhao Ruan, Shengwei Tang, Saihan Chen, Kaiyan Chang, Yuan Ge, Tong Xiao, Jingbo Zhu:
SUBQRAG: Sub-Question Driven Dynamic Graph RAG. CoRR abs/2510.07718 (2025) - [i81]Xin Liu, Runsong Zhao, Pengcheng Huang, Xinyu Liu, Junyi Xiao, Chunyang Xiao, Tong Xiao, Shengxiang Gao, Zhengtao Yu, Jingbo Zhu:
Autoencoding-Free Context Compression for LLMs via Contextual Semantic Anchors. CoRR abs/2510.08907 (2025) - [i80]Jianjin Wang, Runsong Zhao, Xiaoqian Liu, Yuan Ge, Ziqiang Xu, Tong Xiao, Shengxiang Gao, Zhengtao Yu, Jingbo Zhu:
MTP-S2UT: Enhancing Speech-to-Speech Translation Quality with Multi-token Prediction. CoRR abs/2510.10003 (2025) - [i79]Qing Yang, Zhenghao Liu, Junxin Wang, Yangfan Du, Pengcheng Huang, Tong Xiao:
RLAIF-SPA: Optimizing LLM-based Emotional Speech Synthesis via RLAIF. CoRR abs/2510.14628 (2025) - [i78]Chenglong Wang, Yang Gan, Hang Zhou, Chi Hu, Yongyu Mu, Kai Song, Murun Yang, Bei Li, Chunliang Zhang, Tongran Liu, Jingbo Zhu, Zhengtao Yu, Tong Xiao:
MRO: Enhancing Reasoning in Diffusion Language Models via Multi-Reward Optimization. CoRR abs/2510.21473 (2025) - [i77]Ruixiang Mao, Xiangnan Ma, Qing Yang, Ziming Zhu, Yucheng Qiao, Yuan Ge, Tong Xiao, Shengxiang Gao, Zhengtao Yu, Jingbo Zhu:
M-CIF: Multi-Scale Alignment For CIF-Based Non-Autoregressive ASR. CoRR abs/2510.22172 (2025) - [i76]Yingfeng Luo, Ziqiang Xu, Yuxuan Ouyang, Murun Yang, Dingyang Lin, Kaiyan Chang, Tong Zheng, Bei Li, Peinan Feng, Quan Du, Tong Xiao, Jingbo Zhu:
Beyond English: Toward Inclusive and Scalable Multilingual Machine Translation with LLMs. CoRR abs/2511.07003 (2025) - [i75]Chenglong Wang, Yifu Huo, Yang Gan, Yongyu Mu, Qiaozhi He, Murun Yang, Bei Li, Chunliang Zhang, Tongran Liu, Anxiang Ma, Zhengtao Yu, Jingbo Zhu, Tong Xiao:
Probing Preference Representations: A Multi-Dimensional Evaluation and Analysis Method for Reward Models. CoRR abs/2511.12464 (2025) - 2024
- [c107]Chenglong Wang, Hang Zhou, Yimin Hu, Yifu Huo, Bei Li, Tongran Liu, Tong Xiao, Jingbo Zhu:
ESRL: Efficient Sampling-Based Reinforcement Learning for Sequence Generation. AAAI 2024: 19107-19115 - [c106]Chi Hu, Yimin Hu, Hang Cao, Tong Xiao, JingBo Zhu:
Teaching Language Models to Self-Improve by Learning from Language Feedback. ACL (Findings) 2024: 6090-6101 - [c105]Tong Zheng, Bei Li, Huiwen Bao, Jiale Wang, Weiqiao Shan, Tong Xiao, JingBo Zhu:
PartialFormer: Modeling Part Instead of Whole for Machine Translation. ACL (Findings) 2024: 7280-7294 - [c104]Tong Zheng, Bei Li, Huiwen Bao, Tong Xiao, JingBo Zhu:
EIT: Enhanced Interactive Transformer. ACL (1) 2024: 7734-7751 - [c103]Chen Xu
Revisiting Interpolation Augmentation for Speech-to-Text Generation. ACL (Findings) 2024: 9488-9499 - [c102]Chenglong Wang
Hybrid Alignment Training for Large Language Models. ACL (Findings) 2024: 11389-11403 - [c101]Abudurexiti Reheman
Exploiting Target Language Data for Neural Machine Translation Beyond Back Translation. ACL (Findings) 2024: 12216-12228 - [c100]Pengcheng Huang, Yongyu Mu, Yuzhang Wu, Bei Li, Chunyang Xiao, Tong Xiao, Jingbo Zhu:
Translate-and-Revise: Boosting Large Language Models for Constrained Translation. CCL 2024: 120-139 - [c99]Hang Zhou, Chenglong Wang, Yimin Hu, Tong Xiao, Chunliang Zhang, Jingbo Zhu:
Prior Constraints-Based Reward Model Training for Aligning Large Language Models. CCL 2024: 555-570 - [c98]Chi Hu, Yuan Ge, Xiangnan Ma, Hang Cao, Qiang Li, Yonghua Yang, Tong Xiao, Jingbo Zhu:
RankPrompt: Step-by-Step Comparisons Make Language Models Better Reasoners. LREC/COLING 2024: 13524-13536 - [c97]Yuan Ge, Yilun Liu, Chi Hu, Weibin Meng, Shimin Tao, Xiaofeng Zhao, Mahong Xia, Zhang Li, Boxing Chen, Hao Yang, Bei Li, Tong Xiao, JingBo Zhu:
Clustering and Ranking: Diversity-preserved Instruction Selection through Expert-aligned Quality Estimation. EMNLP 2024: 464-478 - [c96]Xinyu Liu, Runsong Zhao, Pengcheng Huang, Chunyang Xiao, Bei Li, Jingang Wang, Tong Xiao, JingBo Zhu:
Forgetting Curve: A Reliable Method for Evaluating Memorization Capability for Long-Context Models. EMNLP 2024: 4667-4682 - [c95]Yongyu Mu, Peinan Feng, Zhiquan Cao, Yuzhang Wu, Bei Li, Chenglong Wang, Tong Xiao, Kai Song, Tongran Liu, Chunliang Zhang, JingBo Zhu:
Revealing the Parallel Multilingual Learning within Large Language Models. EMNLP 2024: 6976-6997 - [c94]Yuhao Zhang
Soft Alignment of Modality Space for End-to-End Speech Translation. ICASSP 2024: 11041-11045 - [c93]Chen Xu
Bridging the Gaps of Both Modality and Language: Synchronous Bilingual CTC for Speech Translation and Speech Recognition. ICASSP 2024: 12176-12180 - [c92]Xiaoqian Liu, Guoqiang Hu, Yangfan Du, Erfeng He, Yingfeng Luo, Chen Xu, Tong Xiao, Jingbo Zhu:
Recent Advances in End-to-End Simultaneous Speech Translation. IJCAI 2024: 8142-8150 - [c91]Xuankang Wu, Haoxiang Sun, Tong Xiao, Yanzhang Pan, Zheng Fang:
Trans-Rotor: An Active Omnidirectional Aerial-Ground Vehicle With Differential Gear Joint Transformation Mechanism. IROS 2024: 3565-3572 - [c90]Bei Li, Tong Zheng, Rui Wang, Jiahao Liu, Qingyan Guo, Junliang Guo, Xu Tan, Tong Xiao, Jingbo Zhu, Jingang Wang, Xunliang Cai:
Predictor-Corrector Enhanced Transformers with Exponential Moving Average Coefficient Learning. NeurIPS 2024 - [c89]Runlai Zhang, Saihan Chen, Yuhao Zhang
Improving End-to-End Speech Translation with Progressive Dual Encoding. NLPCC (3) 2024: 199-212 - [c88]Yongqi Gao, Yingfeng Luo, Qinghong Zhang, Huibo Shao, Tong Xiao, Jingbo Zhu:
Progressive and Consistent Subword Regularization for Neural Machine Translation. NLPCC (3) 2024: 314-326 - [c87]Zhibo Ren, Baoyu Hou, Huizhen Wang, Muhua Zhu, Tong Xiao, Jingbo Zhu:
DFS-QA: Dynamic Frame Selection for Better Video Question Answering. NLPCC (3) 2024: 420-432 - [c86]Peizhuo Liu, Li Wang, Renqiang He, Haorui He, Lei Wang, Huadi Zheng, Jie Shi, Tong Xiao, Zhizheng Wu:
SPMIS: An Investigation of Synthetic Spoken Misinformation Detection. SLT 2024: 929-936 - [i74]Yuan Ge, Yilun Liu, Chi Hu, Weibin Meng, Shimin Tao, Xiaofeng Zhao, Hongxia Ma, Li Zhang, Hao Yang, Tong Xiao:
Clustering and Ranking: Diversity-preserved Instruction Selection through Expert-aligned Quality Estimation. CoRR abs/2402.18191 (2024) - [i73]Yongyu Mu, Peinan Feng, Zhiquan Cao, Yuzhang Wu, Bei Li, Chenglong Wang, Tong Xiao, Kai Song, Tongran Liu, Chunliang Zhang, Jingbo Zhu:
Large Language Models are Parallel Multilingual Learners. CoRR abs/2403.09073 (2024) - [i72]Chi Hu, Yuan Ge, Xiangnan Ma, Hang Cao, Qiang Li, Yonghua Yang, Tong Xiao, Jingbo Zhu:
RankPrompt: Step-by-Step Comparisons Make Language Models Better Reasoners. CoRR abs/2403.12373 (2024) - [i71]Hang Zhou, Chenglong Wang, Yimin Hu, Tong Xiao, Chunliang Zhang, Jingbo Zhu:
Prior Constraints-based Reward Model Training for Aligning Large Language Models. CoRR abs/2404.00978 (2024) - [i70]Kaiyan Chang, Songcheng Xu, Chenglong Wang, Yingfeng Luo, Tong Xiao, Jingbo Zhu:
Efficient Prompting Methods for Large Language Models: A Survey. CoRR abs/2404.01077 (2024) - [i69]Xiaoqian Liu, Guoqiang Hu, Yangfan Du, Erfeng He, Yingfeng Luo, Chen Xu
Recent Advances in End-to-End Simultaneous Speech Translation. CoRR abs/2406.00497 (2024) - [i68]Chi Hu, Yimin Hu, Hang Cao, Tong Xiao, Jingbo Zhu:
Teaching Language Models to Self-Improve by Learning from Language Feedback. CoRR abs/2406.07168 (2024) - [i67]Chenglong Wang, Hang Zhou, Kaiyan Chang, Bei Li, Yongyu Mu, Tong Xiao, Tongran Liu, Jingbo Zhu:
Hybrid Alignment Training for Large Language Models. CoRR abs/2406.15178 (2024) - [i66]Chen Xu
Revisiting Interpolation Augmentation for Speech-to-Text Generation. CoRR abs/2406.15846 (2024) - [i65]Pengcheng Huang, Yongyu Mu, Yuzhang Wu, Bei Li, Chunyang Xiao, Tong Xiao, Jingbo Zhu:
Translate-and-Revise: Boosting Large Language Models for Constrained Translation. CoRR abs/2407.13164 (2024) - [i64]Yongyu Mu, Yuzhang Wu, Yuchun Fan, Chenglong Wang, Hengyu Li, Qiaozhi He, Murun Yang, Tong Xiao, Jingbo Zhu:
Cross-layer Attention Sharing for Large Language Models. CoRR abs/2408.01890 (2024) - [i63]Chenglong Wang, Yang Gan, Yifu Huo, Yongyu Mu, Murun Yang, Qiaozhi He, Tong Xiao, Chunliang Zhang, Tongran Liu, Quan Du, Di Yang, Jingbo Zhu:
RoVRM: A Robust Visual Reward Model Optimized via Auxiliary Textual Preference Data. CoRR abs/2408.12109 (2024) - [i62]Junhao Ruan, Abudukeyumu Abudula, Xinyu Liu, Bei Li, Yinqiao Li
NDP: Next Distribution Prediction as a More Broad Target. CoRR abs/2408.17377 (2024) - [i61]Peizhuo Liu, Li Wang, Renqiang He, Haorui He, Lei Wang, Huadi Zheng, Jie Shi, Tong Xiao, Zhizheng Wu:
SpMis: An Investigation of Synthetic Spoken Misinformation Detection. CoRR abs/2409.11308 (2024) - [i60]Runsong Zhao, Pengcheng Huang, Xinyu Liu, Chunyang Xiao, Tong Xiao, Jingbo Zhu:
More Effective LLM Compressed Tokens with Uniformly Spread Position Identifiers and Compression Loss. CoRR abs/2409.14364 (2024) - [i59]Xiaoqian Liu, Yangfan Du, Jianjin Wang, Yuan Ge, Chen Xu
A Modular-based Strategy for Mitigating Gradient Conflicts in Simultaneous Speech Translation. CoRR abs/2409.15911 (2024) - [i58]Chenglong Wang, Yang Gan, Yifu Huo, Yongyu Mu, Qiaozhi He, Murun Yang, Tong Xiao, Chunliang Zhang, Tongran Liu, Jingbo Zhu:
LRHP: Learning Representations for Human Preferences via Preference Pairs. CoRR abs/2410.04503 (2024) - [i57]Xinyu Liu, Runsong Zhao, Pengcheng Huang, Chunyang Xiao, Bei Li, Jingang Wang, Tong Xiao, Jingbo Zhu:
Forgetting Curve: A Reliable Method for Evaluating Memorization Capability for Long-context Models. CoRR abs/2410.04727 (2024) - [i56]Bei Li, Tong Zheng, Rui Wang, Jiahao Liu, Qingyan Guo, Junliang Guo, Xu Tan
Predictor-Corrector Enhanced Transformers with Exponential Moving Average Coefficient Learning. CoRR abs/2411.03042 (2024) - [i55]Weiqiao Shan, Long Meng, Tong Zheng, Yingfeng Luo, Bei Li, Junxin Wang, Tong Xiao, Jingbo Zhu:
Early Exit Is a Natural Capability in Transformer-based Models: An Empirical Study on Early Exit without Joint Optimization. CoRR abs/2412.01455 (2024) - 2023
- [j12]Yinqiao Li
Learning Reliable Neural Networks with Distributed Architecture Representations. ACM Trans. Asian Low Resour. Lang. Inf. Process. 22(4): 109:1-109:20 (2023) - [c85]Abudurexiti Reheman
Prompting Neural Machine Translation with Translation Memories. AAAI 2023: 13519-13527 - [c84]Yuhao Zhang
Improving End-to-End Speech Translation by Leveraging Auxiliary Speech and Text Data. AAAI 2023: 13984-13992 - [c83]Ye Lin, Xiaohui Wang, Zhexi Zhang, Mingxuan Wang, Tong Xiao
MobileNMT: Enabling Translation in 15MB and 30ms. ACL (industry) 2023: 368-378 - [c82]Yuchen Han, Chen Xu
Modality Adaption or Regularization? A Case Study on End-to-End Speech Translation. ACL (2) 2023: 1340-1348 - [c81]Bei Li, Yi Jing, Xu Tan
TranSFormer: Slow-Fast Transformer for Machine Translation. ACL (Findings) 2023: 6883-6896 - [c80]Yongyu Mu, Abudurexiti Reheman
Augmenting Large Language Model Translators via Translation Memories. ACL (Findings) 2023: 10287-10299 - [c79]Chen Xu
Bridging the Granularity Gap for Acoustic Modeling. ACL (Findings) 2023: 10816-10833 - [c78]Hang Cao, Zhiquan Cao, Chi Hu, Baoyu Hou, Tong Xiao
Improving Autoregressive Grammatical Error Correction with Non-autoregressive Models. ACL (Findings) 2023: 12014-12027 - [c77]Chen Xu
CTC-based Non-autoregressive Speech Translation. ACL (1) 2023: 13321-13339 - [c76]Zhibo Ren, Huizhen Wang, Muhua Zhu, Yichao Wang, Tong Xiao
Overcoming Language Priors with Counterfactual Inference for Visual Question Answering. CCL 2023: 58-71 - [c75]Yuhao Zhang
Rethinking and Improving Multi-task Learning for End-to-end Speech Translation. EMNLP 2023: 10753-10765 - [c74]Yuxin Zuo, Bei Li, Chuanhao Lv, Tong Zheng, Tong Xiao, JingBo Zhu:
Incorporating Probing Signals into Multimodal Machine Translation via Visual Question-Answering Pairs. EMNLP (Findings) 2023: 14689-14701 - [c73]Chen Xu
Recent Advances in Direct Speech-to-text Translation. IJCAI 2023: 6796-6804 - [c72]Yuhao Zhang
Information Magnitude Based Dynamic Sub-sampling for Speech-to-text. INTERSPEECH 2023: 4433-4437 - [c71]Yuchen Han, Xiaoqian Liu
The NiuTrans End-to-End Speech Translation System for IWSLT23 English-to-Chinese Offline Task. IWSLT@ACL 2023: 211-218 - [i54]Abudurexiti Reheman, Tao Zhou, Yingfeng Luo, Di Yang, Tong Xiao, Jingbo Zhu:
Prompting Neural Machine Translation with Translation Memories. CoRR abs/2301.05380 (2023) - [i53]Chenglong Wang, Yi Lu, Yongyu Mu, Yimin Hu, Tong Xiao, Jingbo Zhu:
Improved Knowledge Distillation for Pre-trained Language Models via Knowledge Selection. CoRR abs/2302.00444 (2023) - [i52]Xinnian Liang, Zefan Zhou, Hui Huang, Shuangzhi Wu, Tong Xiao, Muyun Yang
Character, Word, or Both? Revisiting the Segmentation Granularity for Chinese Pre-trained Language Models. CoRR abs/2303.10893 (2023) - [i51]Ye Lin, Shuhan Zhou, Yanyang Li, Anxiang Ma, Tong Xiao, Jingbo Zhu:
Multi-Path Transformer is Better: A Case Study on Neural Machine Translation. CoRR abs/2305.05948 (2023) - [i50]Bei Li, Yi Jing, Xu Tan, Zhen Xing, Tong Xiao, Jingbo Zhu:
TranSFormer: Slow-Fast Transformer for Machine Translation. CoRR abs/2305.16982 (2023) - [i49]Chen Xu, Yuhao Zhang, Chengbo Jiao, Xiaoqian Liu, Chi Hu, Xin Zeng, Tong Xiao, Anxiang Ma, Huizhen Wang, Jingbo Zhu:
Bridging the Granularity Gap for Acoustic Modeling. CoRR abs/2305.17356 (2023) - [i48]Chen Xu
CTC-based Non-autoregressive Speech Translation. CoRR abs/2305.17358 (2023) - [i47]Yongyu Mu, Abudurexiti Reheman, Zhiquan Cao, Yuchun Fan, Bei Li, Yinqiao Li, Tong Xiao, Chunliang Zhang, Jingbo Zhu:
Augmenting Large Language Model Translators via Translation Memories. CoRR abs/2305.17367 (2023) - [i46]Bei Li, Rui Wang, Junliang Guo, Kaitao Song, Xu Tan, Hany Hassan, Arul Menezes, Tong Xiao, Jiang Bian, JingBo Zhu:
Deliberate then Generate: Enhanced Prompting Framework for Text Generation. CoRR abs/2305.19835 (2023) - [i45]Ye Lin, Xiaohui Wang, Zhexi Zhang, Mingxuan Wang, Tong Xiao, Jingbo Zhu:
MobileNMT: Enabling Translation in 15MB and 30ms. CoRR abs/2306.04235 (2023) - [i44]Yuchen Han, Chen Xu, Tong Xiao, Jingbo Zhu:
Modality Adaption or Regularization? A Case Study on End-to-End Speech Translation. CoRR abs/2306.07650 (2023) - [i43]Ye Lin, Mingxuan Wang, Zhexi Zhang, Xiaohui Wang, Tong Xiao, Jingbo Zhu:
Understanding Parameter Sharing in Transformers. CoRR abs/2306.09380 (2023) - [i42]Chen Xu, Rong Ye, Qianqian Dong, Chengqi Zhao, Tom Ko, Mingxuan Wang, Tong Xiao, Jingbo Zhu:
Recent Advances in Direct Speech-to-text Translation. CoRR abs/2306.11646 (2023) - [i41]Xinyu Liu, Yan Ding, Kaikai An, Chunyang Xiao, Pranava Madhyastha, Tong Xiao, Jingbo Zhu:
Towards Robust Aspect-based Sentiment Analysis through Non-counterfactual Augmentations. CoRR abs/2306.13971 (2023) - [i40]Chenglong Wang, Hang Zhou, Yimin Hu, Yifu Huo, Bei Li, Tongran Liu, Tong Xiao, Jingbo Zhu:
ESRL: Efficient Sampling-based Reinforcement Learning for Sequence Generation. CoRR abs/2308.02223 (2023) - [i39]Chenglong Wang, Hang Zhou, Kaiyan Chang, Tongran Liu, Chunliang Zhang, Quan Du, Tong Xiao, Jingbo Zhu:
Learning Evaluation Models from Large Language Models for Sequence Generation. CoRR abs/2308.04386 (2023) - [i38]Chen Xu
Bridging the Gaps of Both Modality and Language: Synchronous Bilingual CTC for Speech Translation and Speech Recognition. CoRR abs/2309.12234 (2023) - [i37]Tong Zheng, Bei Li, Huiwen Bao, Weiqiao Shan, Tong Xiao, Jingbo Zhu:
PartialFormer: Modeling Part Instead of Whole. CoRR abs/2310.14921 (2023) - [i36]Yuxin Zuo, Bei Li, Chuanhao Lv, Tong Zheng, Tong Xiao, Jingbo Zhu:
Incorporating Probing Signals into Multimodal Machine Translation via Visual Question-Answering Pairs. CoRR abs/2310.17133 (2023) - [i35]Yuhao Zhang, Chen Xu
Rethinking and Improving Multi-task Learning for End-to-end Speech Translation. CoRR abs/2311.03810 (2023) - [i34]Tong Xiao, Jingbo Zhu:
Introduction to Transformers: an NLP Perspective. CoRR abs/2311.17633 (2023) - [i33]Yuhao Zhang, Kaiqi Kou, Bei Li, Chen Xu
Soft Alignment of Modality Space for End-to-end Speech Translation. CoRR abs/2312.10952 (2023) - 2022
- [j11]Qi Chen, Oi Yee Kwong, Yinqiao Li, Tong Xiao, Jingbo Zhu:
Coarse-to-Fine Output Predictions for Efficient Decoding in Neural Machine Translation. ACM Trans. Asian Low Resour. Lang. Inf. Process. 21(6): 1-12 (2022) - [c70]Bei Li, Chuanhao Lv, Zefan Zhou, Tao Zhou, Tong Xiao, Anxiang Ma, Jingbo Zhu:
On Vision Features in Multimodal Machine Translation. ACL (1) 2022: 6327-6337 - [c69]Bei Li, Quan Du, Tao Zhou, Yi Jing, Shuhan Zhou, Xin Zeng, Tong Xiao, Jingbo Zhu, Xuebo Liu
ODE Transformer: An Ordinary Differential Equation-Inspired Model for Sequence Generation. ACL (1) 2022: 8335-8351 - [c68]Ye Lin, Shuhan Zhou, Yanyang Li, Anxiang Ma, Tong Xiao, Jingbo Zhu:
Multi-Path Transformer is Better: A Case Study on Neural Machine Translation. EMNLP (Findings) 2022: 5646-5656 - [c67]Chenglong Wang, Yi Lu, Yongyu Mu, Yimin Hu, Tong Xiao, Jingbo Zhu:
Improved Knowledge Distillation for Pre-trained Language Models via Knowledge Selection. EMNLP (Findings) 2022: 6232-6244 - [c66]Bei Li, Tong Zheng, Yi Jing, Chengbo Jiao, Tong Xiao, Jingbo Zhu:
Learning Multiscale Transformer Models for Sequence Generation. ICML 2022: 13225-13241 - [c65]Yuhao Zhang
The NiuTrans's Submission to the IWSLT22 English-to-Chinese Offline Speech Translation Task. IWSLT@ACL 2022: 232-238 - [c64]Weiqiao Shan, Zhiquan Cao, Yuchen Han, Siming Wu, Yimin Hu, Jie Wang, Yi Zhang, Baoyu Hou, Hang Cao, Chenghao Gao, Xiaowen Liu, Tong Xiao, Anxiang Ma, Jingbo Zhu:
The NiuTrans Machine Translation Systems for WMT22. WMT 2022: 366-374 - [e1]Tong Xiao, Juan Pino:
Machine Translation - 18th China Conference, CCMT 2022, Lhasa, China, August 6-10, 2022, Revised Selected Papers. Communications in Computer and Information Science 1671, Springer 2022, ISBN 978-981-19-7959-0 [contents] - [i32]Bei Li, Chuanhao Lv, Zefan Zhou, Tao Zhou, Tong Xiao, Anxiang Ma, Jingbo Zhu:
On Vision Features in Multimodal Machine Translation. CoRR abs/2203.09173 (2022) - [i31]Bei Li, Quan Du, Tao Zhou, Yi Jing, Shuhan Zhou, Xin Zeng, Tong Xiao, Jingbo Zhu, Xuebo Liu
ODE Transformer: An Ordinary Differential Equation-Inspired Model for Sequence Generation. CoRR abs/2203.09176 (2022) - [i30]Bei Li, Tong Zheng, Yi Jing, Chengbo Jiao, Tong Xiao, Jingbo Zhu:
Learning Multiscale Transformer Models for Sequence Generation. CoRR abs/2206.09337 (2022) - [i29]Yuhao Zhang, Chen Xu
Improving End-to-end Speech Translation by Leveraging Auxiliary Speech and Text Data. CoRR abs/2212.01778 (2022) - [i28]Tong Zheng, Bei Li, Huiwen Bao, Tong Xiao, Jingbo Zhu:
EIT: Enhanced Interactive Transformer. CoRR abs/2212.10197 (2022) - 2021
- [j10]Quan Du
Topology-Sensitive Neural Architecture Search for Language Modeling. IEEE Access 9: 107416-107423 (2021) - [j9]Quan Du, Kai Feng, Chen Xu
Non-autoregressive neural machine translation with auxiliary representation fusion. J. Intell. Fuzzy Syst. 41(6): 7229-7239 (2021) - [c63]Bei Li, Ziyang Wang, Hui Liu, Quan Du, Tong Xiao, Chunliang Zhang, Jingbo Zhu:
Learning Light-Weight Translation Models from Deep Transformer. AAAI 2021: 13217-13225 - [c62]Yanyang Li, Ye Lin, Tong Xiao, Jingbo Zhu:
An Efficient Transformer Decoder with Compressed Sub-layers. AAAI 2021: 13315-13323 - [c61]Ye Lin, Yanyang Li, Ziyang Wang, Bei Li, Quan Du, Tong Xiao, Jingbo Zhu:
Weight Distillation: Transferring the Knowledge in Neural Network Parameters. ACL/IJCNLP (1) 2021: 2076-2088 - [c60]Chen Xu
Stacked Acoustic-and-Textual Encoding: Integrating the Pre-trained Models into Speech Translation Encoders. ACL/IJCNLP (1) 2021: 2619-2630 - [c59]Chi Hu, Chenglong Wang, Xiangnan Ma, Xia Meng, Yinqiao Li, Tong Xiao, Jingbo Zhu, Changliang Li:
RankNAS: Efficient Neural Architecture Search by Pairwise Ranking. EMNLP (1) 2021: 2469-2480 - [c58]Ye Lin, Yanyang Li, Tong Xiao, Jingbo Zhu:
Bag of Tricks for Optimizing Transformer Efficiency. EMNLP (Findings) 2021: 4227-4233 - [c57]Chen Xu
The NiuTrans End-to-End Speech Translation System for IWSLT 2021 Offline Task. IWSLT 2021: 92-99 - [c56]Yu Bao
Non-Autoregressive Translation by Learning Target Categorical Codes. NAACL-HLT 2021: 5749-5759 - [c55]Yingfeng Luo, Changliang Li, Canan Huang, Chen Xu
Chinese Poetry Generation with Metrical Constraints. NLPCC (1) 2021: 377-388 - [c54]Shuhan Zhou, Tao Zhou, Binghao Wei, Yingfeng Luo, Yongyu Mu, Zefan Zhou, Chenglong Wang, Xuanjun Zhou, Chuanhao Lv, Yi Jing, Laohu Wang, Jingnan Zhang, Canan Huang, Zhongxiang Yan, Chi Hu, Bei Li, Tong Xiao, Jingbo Zhu:
The NiuTrans Machine Translation Systems for WMT21. WMT@EMNLP 2021: 265-272 - [c53]Chenglong Wang, Chi Hu, Yongyu Mu, Zhongxiang Yan, Siming Wu, Yimin Hu, Hang Cao, Bei Li, Ye Lin, Tong Xiao, Jingbo Zhu:
The NiuTrans System for the WMT 2021 Efficiency Task. WMT@EMNLP 2021: 787-794 - [i27]Yanyang Li, Ye Lin, Tong Xiao, Jingbo Zhu:
An Efficient Transformer Decoder with Compressed Sub-layers. CoRR abs/2101.00542 (2021) - [i26]Yu Bao
Non-Autoregressive Translation by Learning Target Categorical Codes. CoRR abs/2103.11405 (2021) - [i25]Bei Li, Quan Du, Tao Zhou, Shuhan Zhou, Xin Zeng, Tong Xiao, Jingbo Zhu:
ODE Transformer: An Ordinary Differential Equation-Inspired Model for Neural Machine Translation. CoRR abs/2104.02308 (2021) - [i24]Chen Xu, Bojie Hu, Yanyang Li, Yuhao Zhang, Shen Huang, Qi Ju, Tong Xiao, Jingbo Zhu:
Stacked Acoustic-and-Textual Encoding: Integrating the Pre-trained Models into Speech Translation Encoders. CoRR abs/2105.05752 (2021) - [i23]Chen Xu, Xiaoqian Liu, Xiaowen Liu, Laohu Wang, Canan Huang, Tong Xiao, Jingbo Zhu:
The NiuTrans End-to-End Speech Translation System for IWSLT 2021 Offline Task. CoRR abs/2107.02444 (2021) - [i22]Ye Lin, Yanyang Li, Tong Xiao, Jingbo Zhu:
Bag of Tricks for Optimizing Transformer Efficiency. CoRR abs/2109.04030 (2021) - [i21]Chi Hu, Chenglong Wang, Xiangnan Ma, Xia Meng, Yinqiao Li, Tong Xiao, Jingbo Zhu, Changliang Li:
RankNAS: Efficient Neural Architecture Search by Pairwise Ranking. CoRR abs/2109.07383 (2021) - [i20]Chenglong Wang, Chi Hu, Yongyu Mu, Zhongxiang Yan, Siming Wu, Minyi Hu, Hang Cao, Bei Li, Ye Lin, Tong Xiao, Jingbo Zhu:
The NiuTrans System for the WMT21 Efficiency Task. CoRR abs/2109.08003 (2021) - [i19]Chi Hu, Bei Li, Ye Lin, Yinqiao Li, Yanyang Li, Chenglong Wang, Tong Xiao, Jingbo Zhu:
The NiuTrans System for WNGT 2020 Efficiency Task. CoRR abs/2109.08008 (2021) - [i18]Shuhan Zhou, Tao Zhou, Binghao Wei, Yingfeng Luo, Yongyu Mu, Zefan Zhou, Chenglong Wang, Xuanjun Zhou, Chuanhao Lv, Yi Jing, Laohu Wang, Jingnan Zhang, Canan Huang, Zhongxiang Yan, Chi Hu, Bei Li, Tong Xiao, Jingbo Zhu:
The NiuTrans Machine Translation Systems for WMT21. CoRR abs/2109.10485 (2021) - 2020
- [c52]Yanyang Li, Qiang Wang, Tong Xiao, Tongran Liu, Jingbo Zhu:
Neural Machine Translation with Joint Representation. AAAI 2020: 8285-8292 - [c51]Bei Li, Hui Liu, Ziyang Wang, Yufan Jiang, Tong Xiao, Jingbo Zhu, Tongran Liu, Changliang Li:
Does Multi-Encoder Help? A Case Study on Context-Aware Neural Machine Translation. ACL 2020: 3512-3518 - [c50]Yinqiao Li, Chi Hu, Yuhao Zhang
Learning Architectures from an Extended Search Space for Language Modeling. ACL 2020: 6629-6639 - [c49]Chi Hu, Bei Li, Yinqiao Li, Ye Lin, Yanyang Li, Chenglong Wang, Tong Xiao, Jingbo Zhu:
The NiuTrans System for WNGT 2020 Efficiency Task. NGT@ACL 2020: 204-210 - [c48]Chen Xu, Bojie Hu, Yufan Jiang, Kai Feng, Zeyang Wang, Shen Huang, Qi Ju, Tong Xiao, Jingbo Zhu:
Dynamic Curriculum Learning for Low-Resource Neural Machine Translation. COLING 2020: 3977-3989 - [c47]Qiang Wang, Changliang Li, Yue Zhang, Tong Xiao, Jingbo Zhu:
Layer-Wise Multi-View Learning for Neural Machine Translation. COLING 2020: 4275-4286 - [c46]Yanyang Li, Yingfeng Luo, Ye Lin, Quan Du, Huizhen Wang, Shujian Huang, Tong Xiao, Jingbo Zhu:
A Simple and Effective Approach to Robust Unsupervised Bilingual Dictionary Induction. COLING 2020: 5990-6001 - [c45]Bei Li, Ziyang Wang, Hui Liu, Yufan Jiang, Quan Du, Tong Xiao, Huizhen Wang, Jingbo Zhu:
Shallow-to-Deep Training for Neural Machine Translation. EMNLP (1) 2020: 995-1005 - [c44]Qiang Wang, Tong Xiao, Jingbo Zhu:
Training Flexible Depth Model by Multi-Task Learning for Neural Machine Translation. EMNLP (Findings) 2020: 4307-4312 - [c43]Ye Lin, Yanyang Li, Tengbo Liu, Tong Xiao, Tongran Liu, Jingbo Zhu:
Towards Fully 8-bit Integer Inference for the Transformer Model. IJCAI 2020: 3759-3765 - [c42]Lingjuan Lyu, Yitong Li, Xuanli He, Tong Xiao:
Towards Differentially Private Text Representations. SIGIR 2020: 1813-1816 - [c41]Yuhao Zhang, Ziyang Wang, Runzhe Cao, Binghao Wei, Weiqiao Shan, Shuhan Zhou, Abudurexiti Reheman, Tao Zhou, Xin Zeng, Laohu Wang, Yongyu Mu, Jingnan Zhang, Xiaoqian Liu, Xuanjun Zhou, Yinqiao Li, Bei Li, Tong Xiao, Jingbo Zhu:
The NiuTrans Machine Translation Systems for WMT20. WMT@EMNLP 2020: 338-345 - [c40]Chi Hu, Hui Liu, Kai Feng, Chen Xu, Nuo Xu, Zefan Zhou, Shiqin Yan, Yingfeng Luo, Chenglong Wang, Xia Meng, Tong Xiao, Jingbo Zhu:
The NiuTrans System for the WMT20 Quality Estimation Shared Task. WMT@EMNLP 2020: 1018-1023 - [i17]Yanyang Li, Qiang Wang, Tong Xiao, Tongran Liu, Jingbo Zhu:
Neural Machine Translation with Joint Representation. CoRR abs/2002.06546 (2020) - [i16]Qiang Wang, Fuxue Li, Tong Xiao, Yanyang Li, Yinqiao Li, Jingbo Zhu:
Multi-layer Representation Fusion for Neural Machine Translation. CoRR abs/2002.06714 (2020) - [i15]Yinqiao Li, Chi Hu, Yuhao Zhang, Nuo Xu, Yufan Jiang, Tong Xiao, Jingbo Zhu, Tongran Liu, Changliang Li:
Learning Architectures from an Extended Search Space for Language Modeling. CoRR abs/2005.02593 (2020) - [i14]Bei Li, Hui Liu, Ziyang Wang, Yufan Jiang, Tong Xiao, Jingbo Zhu, Tongran Liu, Changliang Li:
Does Multi-Encoder Help? A Case Study on Context-Aware Neural Machine Translation. CoRR abs/2005.03393 (2020) - [i13]Lingjuan Lyu, Yitong Li, Xuanli He, Tong Xiao:
Towards Differentially Private Text Representations. CoRR abs/2006.14170 (2020) - [i12]Ye Lin, Yanyang Li, Tengbo Liu, Tong Xiao, Tongran Liu, Jingbo Zhu:
Towards Fully 8-bit Integer Inference for the Transformer Model. CoRR abs/2009.08034 (2020) - [i11]Ye Lin, Yanyang Li, Ziyang Wang, Bei Li, Quan Du, Tong Xiao, Jingbo Zhu:
Weight Distillation: Transferring the Knowledge in Neural Network Parameters. CoRR abs/2009.09152 (2020) - [i10]Bei Li, Ziyang Wang, Hui Liu, Yufan Jiang, Quan Du, Tong Xiao, Huizhen Wang, Jingbo Zhu:
Shallow-to-Deep Training for Neural Machine Translation. CoRR abs/2010.03737 (2020) - [i9]Qiang Wang, Tong Xiao, Jingbo Zhu:
Training Flexible Depth Model by Multi-Task Learning for Neural Machine Translation. CoRR abs/2010.08265 (2020) - [i8]Qiang Wang, Changliang Li, Yue Zhang, Tong Xiao, Jingbo Zhu:
Layer-Wise Multi-View Learning for Neural Machine Translation. CoRR abs/2011.01482 (2020) - [i7]Chen Xu, Bojie Hu, Yufan Jiang, Kai Feng, Zeyang Wang, Shen Huang, Qi Ju, Tong Xiao, Jingbo Zhu:
Dynamic Curriculum Learning for Low-Resource Neural Machine Translation. CoRR abs/2011.14608 (2020) - [i6]Yanyang Li, Yingfeng Luo, Ye Lin, Quan Du, Huizhen Wang, Shujian Huang, Tong Xiao, Jingbo Zhu:
A Simple and Effective Approach to Robust Unsupervised Bilingual Dictionary Induction. CoRR abs/2011.14874 (2020) - [i5]Bei Li, Ziyang Wang, Hui Liu, Quan Du, Tong Xiao, Chunliang Zhang, Jingbo Zhu:
Learning Light-Weight Translation Models from Deep Transformer. CoRR abs/2012.13866 (2020)
2010 – 2019
- 2019
- [c39]Qiang Wang, Bei Li, Tong Xiao, Jingbo Zhu, Changliang Li, Derek F. Wong, Lidia S. Chao:
Learning Deep Transformer Models for Machine Translation. ACL (1) 2019: 1810-1822 - [c38]Xuebo Liu
Shared-Private Bilingual Word Embeddings for Neural Machine Translation. ACL (1) 2019: 3613-3622 - [c37]Ziyang Wang, Hui Liu, Hexuan Chen, Kai Feng, Zeyang Wang, Bei Li, Chen Xu, Tong Xiao, Jingbo Zhu:
NiuTrans Submission for CCMT19 Quality Estimation Task. CCMT 2019: 82-92 - [c36]Yufan Jiang, Chi Hu, Tong Xiao, Chunliang Zhang, Jingbo Zhu:
Improved Differentiable Architecture Search for Language Modeling and Named Entity Recognition. EMNLP/IJCNLP (1) 2019: 3583-3588 - [c35]Tong Xiao, Yinqiao Li, Jingbo Zhu, Zhengtao Yu, Tongran Liu:
Sharing Attention Weights for Fast Transformer. IJCAI 2019: 5292-5298 - [c34]Nuo Xu, Yinqiao Li, Chen Xu, Yanyang Li, Bei Li, Tong Xiao, Jingbo Zhu:
Analysis of Back-Translation Methods for Low-Resource Neural Machine Translation. NLPCC (2) 2019: 466-475 - [c33]Bei Li, Yinqiao Li, Chen Xu, Ye Lin, Jiqiang Liu, Hui Liu, Ziyang Wang, Yuhao Zhang
The NiuTrans Machine Translation Systems for WMT19. WMT (2) 2019: 257-266 - [i4]Qiang Wang, Bei Li, Tong Xiao, Jingbo Zhu, Changliang Li, Derek F. Wong, Lidia S. Chao:
Learning Deep Transformer Models for Machine Translation. CoRR abs/1906.01787 (2019) - [i3]Xuebo Liu, Derek F. Wong, Yang Liu, Lidia S. Chao, Tong Xiao, Jingbo Zhu:
Shared-Private Bilingual Word Embeddings for Neural Machine Translation. CoRR abs/1906.03100 (2019) - [i2]Tong Xiao, Yinqiao Li, Jingbo Zhu, Zhengtao Yu, Tongran Liu:
Sharing Attention Weights for Fast Transformer. CoRR abs/1906.11024 (2019) - 2018
- [j8]Qiang Li
Linguistic Knowledge-Aware Neural Machine Translation. IEEE ACM Trans. Audio Speech Lang. Process. 26(12): 2341-2354 (2018) - [c32]Yanyang Li, Tong Xiao, Yinqiao Li, Qiang Wang, Changming Xu, Jingbo Zhu:
A Simple and Effective Approach to Coverage-Aware Neural Machine Translation. ACL (2) 2018: 292-297 - [c31]Qiang Wang, Fuxue Li, Tong Xiao, Yanyang Li, Yinqiao Li, Jingbo Zhu:
Multi-layer Representation Fusion for Neural Machine Translation. COLING 2018: 3015-3026 - [c30]Qiang Wang, Tong Xiao, Jingbo Zhu:
Source Segment Encoding for Neural Machine Translation. NLPCC (1) 2018: 329-340 - [c29]Qiang Wang, Bei Li, Jiqiang Liu, Bojian Jiang, Zheyang Zhang, Yinqiao Li, Ye Lin, Tong Xiao, Jingbo Zhu:
The NiuTrans Machine Translation System for WMT18. WMT (shared task) 2018: 528-534 - 2017
- [c28]Qiang Li, Yaqian Han, Tong Xiao, Jingbo Zhu:
Context Sensitive Word Deletion Model for Statistical Machine Translation. CCL 2017: 73-84 - [c27]Fuxue Li, Quan Du, Qiang Wang, Tong Xiao, Jingbo Zhu:
Handling Many-To-One UNK Translation for Neural Machine Translation. CWMT 2017: 102-111 - [c26]Baosong Yang, Derek F. Wong
Towards Bidirectional Hierarchical Representations for Attention-based Neural Machine Translation. EMNLP 2017: 1432-1441 - [c25]Tong Xiao, Jingbo Zhu, Tongran Liu, Chunliang Zhang:
Fast Parallel Training of Neural Language Models. IJCAI 2017: 4193-4199 - [c24]Yuze Gao, Yue Zhang, Tong Xiao:
Implicit Syntactic Features for Target-dependent Sentiment Analysis. IJCNLP(1) 2017: 516-524 - [i1]Baosong Yang, Derek F. Wong, Tong Xiao, Lidia S. Chao, Jingbo Zhu:
Towards Bidirectional Hierarchical Representations for Attention-Based Neural Machine Translation. CoRR abs/1707.05114 (2017) - 2016
- [j7]Tong Xiao
A Loss-Augmented Approach to Training Syntactic Machine Translation Systems. IEEE ACM Trans. Audio Speech Lang. Process. 24(11): 2069-2083 (2016) - [c23]Tong Xiao, Jingbo Zhu, Chunliang Zhang, Tongran Liu:
Syntactic Skeleton-Based Translation. AAAI 2016: 2856-2862 - [c22]Qiang Li, Dongdong Zhang, Mu Li, Tong Xiao, Jingbo Zhu:
Better Addressing Word Deletion for Statistical Machine Translation. NLPCC/ICCPOL 2016: 91-102 - 2015
- [j6]Jingbo Zhu, Qiang Li, Tong Xiao:
Improving syntactic rule extraction through deleting spurious links with translation span alignment. Nat. Lang. Eng. 21(2): 227-249 (2015) - [c21]Jingbo Zhu, Muhua Zhu, Qiang Wang, Tong Xiao:
NiuParser: A Chinese Syntactic and Semantic Parsing Toolkit. ACL (System Demonstrations) 2015: 145-150 - 2014
- [c20]Tong Xiao, Jingbo Zhu, Chunliang Zhang:
A Hybrid Approach to Skeleton-based Translation. ACL (2) 2014: 563-568 - [c19]Tong Xiao, Adrià de Gispert, Jingbo Zhu, Bill Byrne:
Effective Incorporation of Source Syntax into Hierarchical Phrase-based Translation. COLING 2014: 2064-2074 - 2013
- [j5]Tong Xiao, Jingbo Zhu, Tongran Liu:
Bagging and Boosting statistical machine translation systems. Artif. Intell. 195: 496-527 (2013) - [j4]Tong Xiao, Jingbo Zhu:
Unsupervised Sub-tree Alignment for Tree-to-Tree Translation. J. Artif. Intell. Res. 48: 733-782 (2013) - [c18]Ji Ma, Jingbo Zhu, Tong Xiao, Nan Yang:
Easy-First POS Tagging and Dependency Parsing with Beam Search. ACL (2) 2013: 110-114 - [c17]Chunliang Zhang, Minghan Hu, Tong Xiao, Xue Jiang, Lixin Shi, Jingbo Zhu:
Chinese Sentence Compression: Corpus and Evaluation. CCL 2013: 257-267 - [c16]Juan Pino, Aurelien Waite, Tong Xiao, Adrià de Gispert, Federico Flego, William Byrne:
The University of Cambridge Russian-English System at WMT13. WMT@ACL 2013: 200-205 - 2012
- [c15]Tong Xiao, Jingbo Zhu, Hao Zhang, Qiang Li:
NiuTrans: An Open Source Toolkit for Phrase-based and Syntax-based Machine Translation. ACL (System Demonstrations) 2012: 19-24 - [c14]Jingbo Zhu, Tong Xiao, Chunliang Zhang:
Learning Better Rule Extraction with Translation Span Alignment. ACL (2) 2012: 280-284 - [c13]Ji Ma, Tong Xiao, Jingbo Zhu, Feiliang Ren:
Easy-First Chinese POS Tagging and Dependency Parsing. COLING 2012: 1731-1746 - 2011
- [j3]Muhua Zhu, Jingbo Zhu, Tong Xiao:
Automatic Treebank Conversion via Informed Decoding - A Case Study on Chinese Treebanks. ACM Trans. Asian Lang. Inf. Process. 10(3): 12:1-12:24 (2011) - [j2]Tong Xiao, Jingbo Zhu, Muhua Zhu:
Language Modeling for Syntax-Based Machine Translation Using Tree Substitution Grammars: A Case Study on Chinese-English Translation. ACM Trans. Asian Lang. Inf. Process. 10(4): 18:1-18:29 (2011) - [c12]Jingbo Zhu, Tong Xiao:
Improving Decoding Generalization for Tree-to-String Translation. ACL (2) 2011: 418-423 - [c11]Tong Xiao, Jingbo Zhu, Shujie Yao, Hao Zhang:
Document-level Consistency Verification in Machine Translation. MTSummit 2011 - [c10]Tong Xiao, Qiang Li, Qi Lu, Hao Zhang, Haibo Ding, Shujie Yao, Xiaoming Xu, Xiaoxu Fei, Jingbo Zhu, Feiliang Ren, Huizhen Wang:
The NiuTrans Machine Translation System for NTCIR-9 PatentMT. NTCIR 2011 - 2010
- [c9]Tong Xiao, Jingbo Zhu, Muhua Zhu, Huizhen Wang:
Boosting-Based System Combination for Machine Translation. ACL 2010: 739-748 - [c8]Hao Zhang, Tong Xiao, Jingbo Zhu:
NEUNLPLab Chinese Word Sense Induction System for SIGHAN Bakeoff 2010. CIPS-SIGHAN 2010 - [c7]Muhua Zhu, Jingbo Zhu, Tong Xiao:
Heterogeneous Parsing via Collaborative Decoding. COLING 2010: 1344-1352 - [c6]Tong Xiao, Jingbo Zhu, Hao Zhang, Muhua Zhu:
An Empirical Study of Translation Rule Extraction with Multiple Parsers. COLING (Posters) 2010: 1345-1353 - [c5]Hao Zhang, Huizhen Wang, Tong Xiao, Jingbo Zhu:
The impact of parsing accuracy on syntax-based SMT. NLPKE 2010: 1-4
2000 – 2009
- 2009
- [c4]Tong Xiao, Mu Li, Dongdong Zhang, Jingbo Zhu, Ming Zhou:
Better Synchronous Binarization for Machine Translation. EMNLP 2009: 362-370 - [c3]Nan Duan, Mu Li, Tong Xiao, Ming Zhou:
The Feature Subspace Method for SMT System Combination. EMNLP 2009: 1096-1104 - 2008
- [j1]Feiliang Ren, Jingbo Zhu, Huizhen Wang, Tong Xiao:
An Effective Approach for Coreference Resolution. Int. J. Comput. Process. Orient. Lang. 21(2): 135-149 (2008) - [c2]Tong Xiao, Feifei Cao, Tianning Li, Guolong Song, Ke Zhou, Jingbo Zhu, Huizhen Wang:
KNN and Re-ranking Models for English Patent Mining at NTCIR-7. NTCIR 2008 - [c1]Chunliang Zhang, Ke Wang, Muhua Zhu, Tong Xiao, Jingbo Zhu:
NEUOM: Identifying Opinionated Sentences in Chinese and English Text. NTCIR 2008
Coauthor Index
[c130] [c128] [c127] [i114] [i113] [i107] [i104] [c124] [c120] [c118] [c117] [c110] [c109] [i103] [i101] [i97] [i95] [i94] [i92] [i90] [i86] [i85] [i83] [i78] [i76] [i75] [c107] [c105] [c104] [c102] [c100] [c97] [c96] [c95] [c94] [c90] [i73] [i67] [i65] [i62] [i57] [i56] [i55] [c81] [c80] [c75] [c74] [i50] [i47] [i46] [i40] [i37] [i36] [i35] [i33] [c70] [c69] [c66] [c65] [i32] [i31] [i30] [i28] [c63] [c61] [c54] [c53] [i25] [i20] [i19] [i18] [c51] [c49] [c45] [c41] [i14] [i11] [i10] [i5] [c39] [c37] [c34] [c33] [i4] [c29]
Jingbo Zhu
aka: JingBo Zhu
aka: JingBo Zhu
[c130] [c129] [c128] [c127] [i115] [i114] [i112] [i111] [i110] [i109] [i108] [i107] [i106] [i105] [i104] [j15] [j14] [j13] [c126] [c125] [c124] [c123] [c120] [c119] [c118] [c117] [c116] [c115] [c114] [c113] [c112] [c111] [c110] [c109] [c108] [i103] [i102] [i101] [i100] [i99] [i97] [i96] [i95] [i94] [i93] [i92] [i90] [i89] [i88] [i86] [i85] [i84] [i83] [i82] [i81] [i80] [i78] [i77] [i76] [i75] [c107] [c106] [c105] [c104] [c103] [c102] [c101] [c100] [c99] [c98] [c97] [c96] [c95] [c94] [c93] [c92] [c90] [c89] [c88] [c87] [i73] [i72] [i71] [i70] [i69] [i68] [i67] [i66] [i65] [i64] [i63] [i62] [i60] [i59] [i58] [i57] [i56] [i55] [j12] [c85] [c84] [c83] [c82] [c81] [c80] [c79] [c78] [c77] [c76] [c75] [c74] [c73] [c72] [c71] [i54] [i53] [i51] [i50] [i49] [i48] [i47] [i46] [i45] [i44] [i43] [i42] [i41] [i40] [i39] [i38] [i37] [i36] [i35] [i34] [i33] [j11] [c70] [c69] [c68] [c67] [c66] [c65] [c64] [i32] [i31] [i30] [i29] [i28] [j10] [j9] [c63] [c62] [c61] [c60] [c59] [c58] [c57] [c55] [c54] [c53] [i27] [i25] [i24] [i23] [i22] [i21] [i20] [i19] [i18] [c52] [c51] [c50] [c49] [c48] [c47] [c46] [c45] [c44] [c43] [c41] [c40] [i17] [i16] [i15] [i14] [i12] [i11] [i10] [i9] [i8] [i7] [i6] [i5] [c39] [c38] [c37] [c36] [c35] [c34] [c33] [i4] [i3] [i2] [j8] [c32] [c31] [c30] [c29] [c28] [c27] [c26] [c25] [i1] [j7] [c23] [c22] [j6] [c21] [c20] [c19] [j5] [j4] [c18] [c17] [c15] [c14] [c13] [j3] [j2] [c12] [c11] [c10] [c9] [c8] [c7] [c6] [c5] [c4] [j1] [c2] [c1]
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