Tong Xiao - RankMe

261 papers A* 34A 2B 8Misc 6Journal 130Unranked 80

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	APR: Penalizing Structural Redundancy in Large Reasoning Models via Anchor-based Process Rewards. CoRR Kaiyan Chang, Chenwei Zhu, Yingfeng Luo, Yifu Huo, Chenglong Wang, Xiaoqian Liu, Qiaozhi He, Tong Xiao, Zhengtao Yu, Jingbo Zhu
2026	J	`jnl`	Causal Autoregressive Diffusion Language Model. CoRR Junhao Ruan, Bei Li, Yongjing Yin, Pengcheng Huang, Xin Chen, Jingang Wang, Xunliang Cai, Tong Xiao, Jingbo Zhu
2026	J	`jnl`	CoMeT: Collaborative Memory Transformer for Efficient Long Context Modeling. CoRR Runsong Zhao, Shilei Liu, Jiwei Tang, Langming Liu, Haibin Chen, Weidong Zhang, Yujin Yuan, Tong Xiao, Jingbo Zhu, Wenbo Su, Bo Zheng
2026	J	`jnl`	DaPT: A Dual-Path Framework for Multilingual Multi-hop Question Answering. CoRR Yilin Wang, Yuchun Fan, Jiaoyang Li, Ziming Zhu, Yongyu Mu, Qiaozhi He, Tong Xiao, Jingbo Zhu
2026	A*	`conf`	GRAM-R²: Self-Training Generative Foundation Reward Models for Reward Reasoning. AAAI 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
2026	J	`jnl`	MSRL: Scaling Generative Multimodal Reward Modeling via Multi-Stage Reinforcement Learning. CoRR Chenglong Wang, Yifu Huo, Yang Gan, Qiaozhi He, Qi Meng, Bei Li, Yan Wang, Junfu Liu, Tianhua Zhou, Jingbo Zhu, Tong Xiao
2026	J	`jnl`	Offline Exploration-Aware Fine-Tuning for Long-Chain Mathematical Reasoning. CoRR Yongyu Mu, Jiali Zeng, Fandong Meng, Jingbo Zhu, Tong Xiao
2026	J	`jnl`	On the Emotion Understanding of Synthesized Speech. CoRR 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
2026	J	`jnl`	PoC: Performance-oriented Context Compression for Large Language Models via Performance Prediction. CoRR Runsong Zhao, Shilei Liu, Jiwei Tang, Langming Liu, Haibin Chen, Weidong Zhang, Yujin Yuan, Tong Xiao, Jingbo Zhu, Wenbo Su, Bo Zheng
2026	A*	`conf`	Probing Preference Representations: A Multi-Dimensional Evaluation and Analysis Method for Reward Models. AAAI 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
2026	J	`jnl`	SERM: Self-Evolving Relevance Model with Agent-Driven Learning from Massive Query Streams. CoRR Chenglong Wang, Canjia Li, Xingzhao Zhu, Yifu Huo, Huiyu Wang, Weixiong Lin, Yun Yang, Qiaozhi He, Tianhua Zhou, Xiaojia Chang, Jingbo Zhu, Tong Xiao
2026	A*	`conf`	SageLM: A Multi-aspect and Explainable Large Language Model for Speech Judgement. AAAI 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
2026	J	`jnl`	SpanNorm: Reconciling Training Stability and Performance in Deep Transformers. CoRR Chao Wang, Bei Li, Jiaqi Zhang, Xinyu Liu, Yuchun Fan, Linkun Lyu, Xin Chen, Jingang Wang, Tong Xiao, Peng Pei, Xunliang Cai
2026	J	`jnl`	StyleBench: Evaluating Speech Language Models on Conversational Speaking Style Control. CoRR Haishu Zhao, Aokai Hao, Yuan Ge, Zhenqiang Hong, Tong Xiao, Jingbo Zhu
2026	A*	`conf`	WaveEx: Accelerating Flow Matching-based Speech Generation via Wavelet-guided Extrapolation. AAAI 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
2026	J	`jnl`	When Scaling Fails: Mitigating Audio Perception Decay of LALMs via Multi-Step Perception-Aware Reasoning. CoRR 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
2025	Misc	`conf`	A Modular-based Strategy for Mitigating Gradient Conflicts in Simultaneous Speech Translation. ICASSP Xiaoqian Liu, Yangfan Du, Jianjin Wang, Yuan Ge, Chen Xu, Tong Xiao, Guocheng Chen, Jingbo Zhu
2025	Misc	`conf`	Adaptive Decoding for Efficient Automatic Speech Recognition. ICASSP Xiangnan Ma, Peizhuo Liu, Yuhao Zhang, Kaiqi Kou, Chenghao Gao, Tong Xiao, Jingbo Zhu
2025	—	`conf`	Alleviating Hallucinations from Knowledge Misalignment in Large Language Models via Selective Abstention Learning. ACL (1) 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
2025	J	`jnl`	An Improved Byte Pair Encoding Method for Tibetan. J. Adv. Comput. Intell. Intell. Informatics Kalzang Gyatso, Sonam Tshering, Tashi Norbu, Nyima Tashi, Tong Xiao, Jingbo Zhu, Garma Tashi, Gadeng Luosang
2025	J	`jnl`	Attention2Probability: Attention-Driven Terminology Probability Estimation for Robust Speech-to-Text System. CoRR Yanfan Du, Jun Zhang, Bin Wang, Jin Qiu, Lu Huang, Yuan Ge, Xiaoqian Liu, Tong Xiao, Jingbo Zhu
2025	J	`jnl`	Autoencoding-Free Context Compression for LLMs via Contextual Semantic Anchors. CoRR Xin Liu, Runsong Zhao, Pengcheng Huang, Xinyu Liu, Junyi Xiao, Chunyang Xiao, Tong Xiao, Shengxiang Gao, Zhengtao Yu, Jingbo Zhu
2025	—	`conf`	Beyond Decoder-only: Large Language Models Can be Good Encoders for Machine Translation. ACL (Findings) Yingfeng Luo, Tong Zheng, Yongyu Mu, Bei Li, Qinghong Zhang, Yongqi Gao, Ziqiang Xu, Peinan Feng, Xiaoqian Liu, Tong Xiao, Jingbo Zhu
2025	J	`jnl`	Beyond Decoder-only: Large Language Models Can be Good Encoders for Machine Translation. CoRR Yingfeng Luo, Tong Zheng, Yongyu Mu, Bei Li, Qinghong Zhang, Yongqi Gao, Ziqiang Xu, Peinan Feng, Xiaoqian Liu, Tong Xiao, Jingbo Zhu
2025	J	`jnl`	Beyond English: Toward Inclusive and Scalable Multilingual Machine Translation with LLMs. CoRR Yingfeng Luo, Ziqiang Xu, Yuxuan Ouyang, Murun Yang, Dingyang Lin, Kaiyan Chang, Tong Zheng, Bei Li, Peinan Feng, Quan Du, Tong Xiao, Jingbo Zhu
2025	Misc	`conf`	Boosting Text-To-Image Generation via Multilingual Prompting in Large Multimodal Models. ICASSP Yongyu Mu, Hengyu Li, Junxin Wang, Xiaoxuan Zhou, Chenglong Wang, Yingfeng Luo, Qiaozhi He, Tong Xiao, Guocheng Chen, Jingbo Zhu
2025	J	`jnl`	Boosting Text-To-Image Generation via Multilingual Prompting in Large Multimodal Models. CoRR Yongyu Mu, Hengyu Li, Junxin Wang, Xiaoxuan Zhou, Chenglong Wang, Yingfeng Luo, Qiaozhi He, Tong Xiao, Guocheng Chen, Jingbo Zhu
2025	J	`jnl`	Dissecting Long Reasoning Models: An Empirical Study. CoRR Yongyu Mu, Jiali Zeng, Bei Li, Xinyan Guan, Fandong Meng, Jie Zhou, Tong Xiao, Jingbo Zhu
2025	J	`jnl`	Empirical Analysis of Decoding Biases in Masked Diffusion Models. CoRR Pengcheng Huang, Tianming Liu, Zhenghao Liu, Yukun Yan, Shuo Wang, Tong Xiao, Zulong Chen, Maosong Sun
2025	—	`conf`	Enhancing Neural Machine Translation Through Target Language Data: A kNN-LM Approach for Domain Adaptation. ACL (1) Abudurexiti Reheman, Hongyu Liu, Junhao Ruan, Abudukeyumu Abudula, Yingfeng Luo, Tong Xiao, Jingbo Zhu
2025	A*	`conf`	Enhancing Speech Large Language Models with Prompt-Aware Mixture of Audio Encoders. EMNLP Weiqiao Shan, Yuang Li, Yuhao Zhang, Yingfeng Luo, Chen Xu, Xiaofeng Zhao, Long Meng, Yunfei Lu, Min Zhang, Hao Yang, Tong Xiao, Jingbo Zhu
2025	J	`jnl`	Enhancing Speech Large Language Models with Prompt-Aware Mixture of Audio Encoders. CoRR Weiqiao Shan, Yuang Li, Yuhao Zhang, Yingfeng Luo, Chen Xu, Xiaofeng Zhao, Long Meng, Yunfei Lu, Min Zhang, Hao Yang, Tong Xiao, Jingbo Zhu
2025	J	`jnl`	FLEXI: Benchmarking Full-duplex Human-LLM Speech Interaction. CoRR Yuan Ge, Saihan Chen, Jingqi Xiao, Xiaoqian Liu, Tong Xiao, Yan Xiang, Zhengtao Yu, Jingbo Zhu
2025	J	`jnl`	Foundations of Large Language Models. CoRR Tong Xiao, Jingbo Zhu
2025	J	`jnl`	GRAM-R CoRR 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
2025	A*	`conf`	GRAM: A Generative Foundation Reward Model for Reward Generalization. ICML Chenglong Wang, Yang Gan, Yifu Huo, Yongyu Mu, Qiaozhi He, Murun Yang, Bei Li, Tong Xiao, Chunliang Zhang, Tongran Liu, Jingbo Zhu
2025	J	`jnl`	GRAM: A Generative Foundation Reward Model for Reward Generalization. CoRR Chenglong Wang, Yang Gan, Yifu Huo, Yongyu Mu, Qiaozhi He, Murun Yang, Bei Li, Tong Xiao, Chunliang Zhang, Tongran Liu, Jingbo Zhu
2025	—	`conf`	HEAL: A Hypothesis-Based Preference-Aware Analysis Framework. EMNLP (Findings) Yifu Huo, Chenglong Wang, Qiren Zhu, Shunjie Xing, Tong Xiao, Chunliang Zhang, Tongran Liu, Jingbo Zhu
2025	J	`jnl`	HEAL: A Hypothesis-Based Preference-Aware Analysis Framework. CoRR Yifu Huo, Chenglong Wang, Qiren Zhu, Shunjie Xing, Tong Xiao, Chunliang Zhang, Tongran Liu, Jinbo Zhu
2025	A*	`conf`	IIET: Efficient Numerical Transformer via Implicit Iterative Euler Method. EMNLP Xinyu Liu, Bei Li, Jiahao Liu, Junhao Ruan, Kechen Jiao, Hongyin Tang, Jingang Wang, Tong Xiao, Jingbo Zhu
2025	J	`jnl`	IIET: Efficient Numerical Transformer via Implicit Iterative Euler Method. CoRR Xinyu Liu, Bei Li, Jiahao Liu, Junhao Ruan, Kechen Jiao, Hongyin Tang, Jingang Wang, Tong Xiao, Jingbo Zhu
2025	J	`jnl`	LaTeXTrans: Structured LaTeX Translation with Multi-Agent Coordination. CoRR Ziming Zhu, Chenglong Wang, Shunjie Xing, Yifu Huo, Fengning Tian, Quan Du, Di Yang, Chunliang Zhang, Tong Xiao, Jingbo Zhu
2025	—	`conf`	Language-Specific Layer Matters: Efficient Multilingual Enhancement for Large Vision-Language Models. EMNLP (Findings) Yuchun Fan, Yilin Wang, Yongyu Mu, Lei Huang, Bei Li, Xiaocheng Feng, Tong Xiao, Jingbo Zhu
2025	J	`jnl`	Language-Specific Layer Matters: Efficient Multilingual Enhancement for Large Vision-Language Models. CoRR Yuchun Fan, Yilin Wang, Yongyu Mu, Lei Huang, Bei Li, Xiaocheng Feng, Tong Xiao, Jingbo Zhu
2025	—	`conf`	Leveraging Unit Language Guidance to Advance Speech Modeling in Textless Speech-to-Speech Translation. ACL (Findings) Yuhao Zhang, Xiangnan Ma, Kaiqi Kou, Peizhuo Liu, Weiqiao Shan, Benyou Wang, Tong Xiao, Yuxin Huang, Zhengtao Yu, Jingbo Zhu
2025	J	`jnl`	Leveraging Unit Language Guidance to Advance Speech Modeling in Textless Speech-to-Speech Translation. CoRR Yuhao Zhang, Xiangnan Ma, Kaiqi Kou, Peizhuo Liu, Weiqiao Shan, Benyou Wang, Tong Xiao, Yuxin Huang, Zhengtao Yu, Jingbo Zhu
2025	—	`conf`	Lost in Literalism: How Supervised Training Shapes Translationese in LLMs. ACL (1) Yafu Li, Ronghao Zhang, Zhilin Wang, Huajian Zhang, Leyang Cui, Yongjing Yin, Tong Xiao, Yue Zhang
2025	J	`jnl`	Lost in Literalism: How Supervised Training Shapes Translationese in LLMs. CoRR Yafu Li, Ronghao Zhang, Zhilin Wang, Huajian Zhang, Leyang Cui, Yongjing Yin, Tong Xiao, Yue Zhang
2025	J	`jnl`	M-CIF: Multi-Scale Alignment For CIF-Based Non-Autoregressive ASR. CoRR Ruixiang Mao, Xiangnan Ma, Qing Yang, Ziming Zhu, Yucheng Qiao, Yuan Ge, Tong Xiao, Shengxiang Gao, Zhengtao Yu, Jingbo Zhu
2025	J	`jnl`	MRO: Enhancing Reasoning in Diffusion Language Models via Multi-Reward Optimization. CoRR 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
2025	J	`jnl`	MTP-S2UT: Enhancing Speech-to-Speech Translation Quality with Multi-token Prediction. CoRR Jianjin Wang, Runsong Zhao, Xiaoqian Liu, Yuan Ge, Ziqiang Xu, Tong Xiao, Shengxiang Gao, Zhengtao Yu, Jingbo Zhu
2025	J	`jnl`	Multi-Scale Feature Fusion Using Matrix Decomposition for Enhanced Transformer Performance on Small-Scale Datasets. J. Circuits Syst. Comput. Murun Yang, Fuxue Li, Tong Xiao, Jingbo Zhu
2025	J	`jnl`	One Size Does Not Fit All: A Distribution-Aware Sparsification for More Precise Model Merging. CoRR Yingfeng Luo, Dingyang Lin, Junxin Wang, Ziqiang Xu, Kaiyan Chang, Tong Zheng, Bei Li, Anxiang Ma, Tong Xiao, Zhengtao Yu, Jingbo Zhu
2025	Misc	`conf`	Optimizing Speech Multi-View Feature Fusion through Conditional Computation. ICASSP Weiqiao Shan, Yuhao Zhang, Yuchen Han, Bei Li, Xiaofeng Zhao, Yuang Li, Min Zhang, Hao Yang, Tong Xiao, Jingbo Zhu
2025	J	`jnl`	Optimizing Speech Multi-View Feature Fusion through Conditional Computation. CoRR Weiqiao Shan, Yuhao Zhang, Yuchen Han, Bei Li, Xiaofeng Zhao, Yuang Li, Min Zhang, Hao Yang, Tong Xiao, Jingbo Zhu
2025	—	`conf`	Position IDs Matter: An Enhanced Position Layout for Efficient Context Compression in Large Language Models. EMNLP (Findings) Runsong Zhao, Xin Liu, Xinyu Liu, Pengcheng Huang, Chunyang Xiao, Tong Xiao, Jingbo Zhu
2025	J	`jnl`	Probing Preference Representations: A Multi-Dimensional Evaluation and Analysis Method for Reward Models. CoRR 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
2025	J	`jnl`	Pseudo-kNN-MT: Enhancing domain adaptability of neural machine translation via target language data. Knowl. Based Syst. Abudurexiti Reheman, Yingfeng Luo, Junhao Ruan, Hongyu Liu, Tong Xiao, Jingbo Zhu
2025	J	`jnl`	RLAIF-SPA: Optimizing LLM-based Emotional Speech Synthesis via RLAIF. CoRR Qing Yang, Zhenghao Liu, Junxin Wang, Yangfan Du, Pengcheng Huang, Tong Xiao
2025	A*	`conf`	RoVRM: A Robust Visual Reward Model Optimized via Auxiliary Textual Preference Data. AAAI Chenglong Wang, Yang Gan, Yifu Huo, Yongyu Mu, Murun Yang, Qiaozhi He, Tong Xiao, Chunliang Zhang, Tongran Liu, Jingbo Zhu
2025	B	`conf`	SLAM: Towards Efficient Multilingual Reasoning via Selective Language Alignment. COLING Yuchun Fan, Yongyu Mu, Yilin Wang, Lei Huang, Junhao Ruan, Bei Li, Tong Xiao, Shujian Huang, Xiaocheng Feng, Jingbo Zhu
2025	J	`jnl`	SLAM: Towards Efficient Multilingual Reasoning via Selective Language Alignment. CoRR Yuchun Fan, Yongyu Mu, Yilin Wang, Lei Huang, Junhao Ruan, Bei Li, Tong Xiao, Shujian Huang, Xiaocheng Feng, Jingbo Zhu
2025	J	`jnl`	SUBQRAG: Sub-Question Driven Dynamic Graph RAG. CoRR Jiaoyang Li, Junhao Ruan, Shengwei Tang, Saihan Chen, Kaiyan Chang, Yuan Ge, Tong Xiao, Jingbo Zhu
2025	J	`jnl`	SageLM: A Multi-aspect and Explainable Large Language Model for Speech Judgement. CoRR 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
2025	A*	`conf`	Step-level Verifier-guided Hybrid Test-Time Scaling for Large Language Models. EMNLP Kaiyan Chang, Yonghao Shi, Chenglong Wang, Hang Zhou, Chi Hu, Xiaoqian Liu, Yingfeng Luo, Yuan Ge, Tong Xiao, Jingbo Zhu
2025	J	`jnl`	Step-level Verifier-guided Hybrid Test-Time Scaling for Large Language Models. CoRR Kaiyan Chang, Yonghao Shi, Chenglong Wang, Hang Zhou, Chi Hu, Xiaoqian Liu, Yingfeng Luo, Yuan Ge, Tong Xiao, Jingbo Zhu
2025	—	`conf`	StoryBench: A Dataset for Diverse, Explainable, Multi-hop Narrative Text-to-Image Generation. NLPCC (2) Yuan Ge, Kaiyang Ye, Saihan Chen, Aokai Hao, Xiangnan Ma, Kaiyan Chang, Tong Xiao, Jingbo Zhu
2024	J	`jnl`	A Modular-based Strategy for Mitigating Gradient Conflicts in Simultaneous Speech Translation. CoRR Xiaoqian Liu, Yangfan Du, Jianjin Wang, Yuan Ge, Chen Xu, Tong Xiao, Guocheng Chen, Jingbo Zhu
2024	Misc	`conf`	Bridging the Gaps of Both Modality and Language: Synchronous Bilingual CTC for Speech Translation and Speech Recognition. ICASSP Chen Xu, Xiaoqian Liu, Erfeng He, Yuhao Zhang, Qianqian Dong, Tong Xiao, Jingbo Zhu, Dapeng Man, Wu Yang
2024	A*	`conf`	Clustering and Ranking: Diversity-preserved Instruction Selection through Expert-aligned Quality Estimation. EMNLP 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
2024	J	`jnl`	Clustering and Ranking: Diversity-preserved Instruction Selection through Expert-aligned Quality Estimation. CoRR Yuan Ge, Yilun Liu, Chi Hu, Weibin Meng, Shimin Tao, Xiaofeng Zhao, Hongxia Ma, Li Zhang, Hao Yang, Tong Xiao
2024	J	`jnl`	Cross-layer Attention Sharing for Large Language Models. CoRR Yongyu Mu, Yuzhang Wu, Yuchun Fan, Chenglong Wang, Hengyu Li, Qiaozhi He, Murun Yang, Tong Xiao, Jingbo Zhu
2024	—	`conf`	DFS-QA: Dynamic Frame Selection for Better Video Question Answering. NLPCC (3) Zhibo Ren, Baoyu Hou, Huizhen Wang, Muhua Zhu, Tong Xiao, Jingbo Zhu
2024	—	`conf`	EIT: Enhanced Interactive Transformer. ACL (1) Tong Zheng, Bei Li, Huiwen Bao, Tong Xiao, Jingbo Zhu
2024	A*	`conf`	ESRL: Efficient Sampling-Based Reinforcement Learning for Sequence Generation. AAAI Chenglong Wang, Hang Zhou, Yimin Hu, Yifu Huo, Bei Li, Tongran Liu, Tong Xiao, Jingbo Zhu
2024	J	`jnl`	Early Exit Is a Natural Capability in Transformer-based Models: An Empirical Study on Early Exit without Joint Optimization. CoRR Weiqiao Shan, Long Meng, Tong Zheng, Yingfeng Luo, Bei Li, Junxin Wang, Tong Xiao, Jingbo Zhu
2024	J	`jnl`	Efficient Prompting Methods for Large Language Models: A Survey. CoRR Kaiyan Chang, Songcheng Xu, Chenglong Wang, Yingfeng Luo, Tong Xiao, Jingbo Zhu
2024	—	`conf`	Exploiting Target Language Data for Neural Machine Translation Beyond Back Translation. ACL (Findings) Abudurexiti Reheman, Yingfeng Luo, Junhao Ruan, Chunliang Zhang, Anxiang Ma, Tong Xiao, Jingbo Zhu
2024	A*	`conf`	Forgetting Curve: A Reliable Method for Evaluating Memorization Capability for Long-Context Models. EMNLP Xinyu Liu, Runsong Zhao, Pengcheng Huang, Chunyang Xiao, Bei Li, Jingang Wang, Tong Xiao, Jingbo Zhu
2024	J	`jnl`	Forgetting Curve: A Reliable Method for Evaluating Memorization Capability for Long-context Models. CoRR Xinyu Liu, Runsong Zhao, Pengcheng Huang, Chunyang Xiao, Bei Li, Jingang Wang, Tong Xiao, Jingbo Zhu
2024	—	`conf`	Hybrid Alignment Training for Large Language Models. ACL (Findings) Chenglong Wang, Hang Zhou, Kaiyan Chang, Bei Li, Yongyu Mu, Tong Xiao, Tongran Liu, Jingbo Zhu
2024	J	`jnl`	Hybrid Alignment Training for Large Language Models. CoRR Chenglong Wang, Hang Zhou, Kaiyan Chang, Bei Li, Yongyu Mu, Tong Xiao, Tongran Liu, Jingbo Zhu
2024	—	`conf`	Improving End-to-End Speech Translation with Progressive Dual Encoding. NLPCC (3) Runlai Zhang, Saihan Chen, Yuhao Zhang, Yangfan Du, Hao Chen, Tong Xiao, Jingbo Zhu
2024	J	`jnl`	LRHP: Learning Representations for Human Preferences via Preference Pairs. CoRR Chenglong Wang, Yang Gan, Yifu Huo, Yongyu Mu, Qiaozhi He, Murun Yang, Tong Xiao, Chunliang Zhang, Tongran Liu, Jingbo Zhu
2024	J	`jnl`	Large Language Models are Parallel Multilingual Learners. CoRR Yongyu Mu, Peinan Feng, Zhiquan Cao, Yuzhang Wu, Bei Li, Chenglong Wang, Tong Xiao, Kai Song, Tongran Liu, Chunliang Zhang, Jingbo Zhu
2024	J	`jnl`	More Effective LLM Compressed Tokens with Uniformly Spread Position Identifiers and Compression Loss. CoRR Runsong Zhao, Pengcheng Huang, Xinyu Liu, Chunyang Xiao, Tong Xiao, Jingbo Zhu
2024	J	`jnl`	NDP: Next Distribution Prediction as a More Broad Target. CoRR Junhao Ruan, Abudukeyumu Abudula, Xinyu Liu, Bei Li, Yinqiao Li, Chenglong Wang, Yuchun Fan, Yuan Ge, Tong Xiao, Jingbo Zhu
2024	—	`conf`	PartialFormer: Modeling Part Instead of Whole for Machine Translation. ACL (Findings) Tong Zheng, Bei Li, Huiwen Bao, Jiale Wang, Weiqiao Shan, Tong Xiao, Jingbo Zhu
2024	A*	`conf`	Predictor-Corrector Enhanced Transformers with Exponential Moving Average Coefficient Learning. NeurIPS Bei Li, Tong Zheng, Rui Wang, Jiahao Liu, Qingyan Guo, Junliang Guo, Xu Tan, Tong Xiao, Jingbo Zhu, Jingang Wang, Xunliang Cai
2024	J	`jnl`	Predictor-Corrector Enhanced Transformers with Exponential Moving Average Coefficient Learning. CoRR Bei Li, Tong Zheng, Rui Wang, Jiahao Liu, Qingyan Guo, Junliang Guo, Xu Tan, Tong Xiao, Jingbo Zhu, Jingang Wang, Xunliang Cai
2024	—	`conf`	Prior Constraints-Based Reward Model Training for Aligning Large Language Models. CCL Hang Zhou, Chenglong Wang, Yimin Hu, Tong Xiao, Chunliang Zhang, Jingbo Zhu
2024	J	`jnl`	Prior Constraints-based Reward Model Training for Aligning Large Language Models. CoRR Hang Zhou, Chenglong Wang, Yimin Hu, Tong Xiao, Chunliang Zhang, Jingbo Zhu
2024	—	`conf`	Progressive and Consistent Subword Regularization for Neural Machine Translation. NLPCC (3) Yongqi Gao, Yingfeng Luo, Qinghong Zhang, Huibo Shao, Tong Xiao, Jingbo Zhu
2024	—	`conf`	RankPrompt: Step-by-Step Comparisons Make Language Models Better Reasoners. LREC/COLING Chi Hu, Yuan Ge, Xiangnan Ma, Hang Cao, Qiang Li, Yonghua Yang, Tong Xiao, Jingbo Zhu
2024	J	`jnl`	RankPrompt: Step-by-Step Comparisons Make Language Models Better Reasoners. CoRR Chi Hu, Yuan Ge, Xiangnan Ma, Hang Cao, Qiang Li, Yonghua Yang, Tong Xiao, Jingbo Zhu
2024	A*	`conf`	Recent Advances in End-to-End Simultaneous Speech Translation. IJCAI Xiaoqian Liu, Guoqiang Hu, Yangfan Du, Erfeng He, Yingfeng Luo, Chen Xu, Tong Xiao, Jingbo Zhu
2024	J	`jnl`	Recent Advances in End-to-End Simultaneous Speech Translation. CoRR Xiaoqian Liu, Guoqiang Hu, Yangfan Du, Erfeng He, Yingfeng Luo, Chen Xu, Tong Xiao, Jingbo Zhu
2024	A*	`conf`	Revealing the Parallel Multilingual Learning within Large Language Models. EMNLP Yongyu Mu, Peinan Feng, Zhiquan Cao, Yuzhang Wu, Bei Li, Chenglong Wang, Tong Xiao, Kai Song, Tongran Liu, Chunliang Zhang, Jingbo Zhu
2024	—	`conf`	Revisiting Interpolation Augmentation for Speech-to-Text Generation. ACL (Findings) Chen Xu, Jie Wang, Xiaoqian Liu, Qian Dong, Chunliang Zhang, Tong Xiao, Jingbo Zhu, Dapeng Man, Wu Yang
2024	J	`jnl`	Revisiting Interpolation Augmentation for Speech-to-Text Generation. CoRR Chen Xu, Jie Wang, Xiaoqian Liu, Qianqian Dong, Chunliang Zhang, Tong Xiao, Jingbo Zhu, Dapeng Man, Wu Yang
2024	J	`jnl`	RoVRM: A Robust Visual Reward Model Optimized via Auxiliary Textual Preference Data. CoRR Chenglong Wang, Yang Gan, Yifu Huo, Yongyu Mu, Murun Yang, Qiaozhi He, Tong Xiao, Chunliang Zhang, Tongran Liu, Quan Du, Di Yang, Jingbo Zhu
2024	—	`conf`	SPMIS: An Investigation of Synthetic Spoken Misinformation Detection. SLT Peizhuo Liu, Li Wang, Renqiang He, Haorui He, Lei Wang, Huadi Zheng, Jie Shi, Tong Xiao, Zhizheng Wu
2024	Misc	`conf`	Soft Alignment of Modality Space for End-to-End Speech Translation. ICASSP Yuhao Zhang, Kaiqi Kou, Bei Li, Chen Xu, Chunliang Zhang, Tong Xiao, Jingbo Zhu
2024	J	`jnl`	SpMis: An Investigation of Synthetic Spoken Misinformation Detection. CoRR Peizhuo Liu, Li Wang, Renqiang He, Haorui He, Lei Wang, Huadi Zheng, Jie Shi, Tong Xiao, Zhizheng Wu
2024	—	`conf`	Teaching Language Models to Self-Improve by Learning from Language Feedback. ACL (Findings) Chi Hu, Yimin Hu, Hang Cao, Tong Xiao, Jingbo Zhu
2024	J	`jnl`	Teaching Language Models to Self-Improve by Learning from Language Feedback. CoRR Chi Hu, Yimin Hu, Hang Cao, Tong Xiao, Jingbo Zhu
2024	A	`conf`	Trans-Rotor: An Active Omnidirectional Aerial-Ground Vehicle With Differential Gear Joint Transformation Mechanism. IROS Xuankang Wu, Haoxiang Sun, Tong Xiao, Yanzhang Pan, Zheng Fang
2024	—	`conf`	Translate-and-Revise: Boosting Large Language Models for Constrained Translation. CCL Pengcheng Huang, Yongyu Mu, Yuzhang Wu, Bei Li, Chunyang Xiao, Tong Xiao, Jingbo Zhu
2024	J	`jnl`	Translate-and-Revise: Boosting Large Language Models for Constrained Translation. CoRR Pengcheng Huang, Yongyu Mu, Yuzhang Wu, Bei Li, Chunyang Xiao, Tong Xiao, Jingbo Zhu
2023	—	`conf`	Augmenting Large Language Model Translators via Translation Memories. ACL (Findings) Yongyu Mu, Abudurexiti Reheman, Zhiquan Cao, Yuchun Fan, Bei Li, Yinqiao Li, Tong Xiao, Chunliang Zhang, Jingbo Zhu
2023	J	`jnl`	Augmenting Large Language Model Translators via Translation Memories. CoRR Yongyu Mu, Abudurexiti Reheman, Zhiquan Cao, Yuchun Fan, Bei Li, Yinqiao Li, Tong Xiao, Chunliang Zhang, Jingbo Zhu
2023	J	`jnl`	Bridging the Gaps of Both Modality and Language: Synchronous Bilingual CTC for Speech Translation and Speech Recognition. CoRR Chen Xu, Xiaoqian Liu, Erfeng He, Yuhao Zhang, Qianqian Dong, Tong Xiao, Jingbo Zhu, Dapeng Man, Wu Yang
2023	—	`conf`	Bridging the Granularity Gap for Acoustic Modeling. ACL (Findings) Chen Xu, Yuhao Zhang, Chengbo Jiao, Xiaoqian Liu, Chi Hu, Xin Zeng, Tong Xiao, Anxiang Ma, Huizhen Wang, Jingbo Zhu
2023	J	`jnl`	Bridging the Granularity Gap for Acoustic Modeling. CoRR Chen Xu, Yuhao Zhang, Chengbo Jiao, Xiaoqian Liu, Chi Hu, Xin Zeng, Tong Xiao, Anxiang Ma, Huizhen Wang, Jingbo Zhu
2023	—	`conf`	CTC-based Non-autoregressive Speech Translation. ACL (1) Chen Xu, Xiaoqian Liu, Xiaowen Liu, Qingxuan Sun, Yuhao Zhang, Murun Yang, Qianqian Dong, Tom Ko, Mingxuan Wang, Tong Xiao, Anxiang Ma, Jingbo Zhu
2023	J	`jnl`	CTC-based Non-autoregressive Speech Translation. CoRR Chen Xu, Xiaoqian Liu, Xiaowen Liu, Qingxuan Sun, Yuhao Zhang, Murun Yang, Qianqian Dong, Tom Ko, Mingxuan Wang, Tong Xiao, Anxiang Ma, Jingbo Zhu
2023	J	`jnl`	Character, Word, or Both? Revisiting the Segmentation Granularity for Chinese Pre-trained Language Models. CoRR Xinnian Liang, Zefan Zhou, Hui Huang, Shuangzhi Wu, Tong Xiao, Muyun Yang, Zhoujun Li, Chao Bian
2023	J	`jnl`	Deliberate then Generate: Enhanced Prompting Framework for Text Generation. CoRR Bei Li, Rui Wang, Junliang Guo, Kaitao Song, Xu Tan, Hany Hassan, Arul Menezes, Tong Xiao, Jiang Bian, Jingbo Zhu
2023	J	`jnl`	ESRL: Efficient Sampling-based Reinforcement Learning for Sequence Generation. CoRR Chenglong Wang, Hang Zhou, Yimin Hu, Yifu Huo, Bei Li, Tongran Liu, Tong Xiao, Jingbo Zhu
2023	J	`jnl`	Improved Knowledge Distillation for Pre-trained Language Models via Knowledge Selection. CoRR Chenglong Wang, Yi Lu, Yongyu Mu, Yimin Hu, Tong Xiao, Jingbo Zhu
2023	—	`conf`	Improving Autoregressive Grammatical Error Correction with Non-autoregressive Models. ACL (Findings) Hang Cao, Zhiquan Cao, Chi Hu, Baoyu Hou, Tong Xiao, Jingbo Zhu
2023	A*	`conf`	Improving End-to-End Speech Translation by Leveraging Auxiliary Speech and Text Data. AAAI Yuhao Zhang, Chen Xu, Bojie Hu, Chunliang Zhang, Tong Xiao, Jingbo Zhu
2023	—	`conf`	Incorporating Probing Signals into Multimodal Machine Translation via Visual Question-Answering Pairs. EMNLP (Findings) Yuxin Zuo, Bei Li, Chuanhao Lv, Tong Zheng, Tong Xiao, Jingbo Zhu
2023	J	`jnl`	Incorporating Probing Signals into Multimodal Machine Translation via Visual Question-Answering Pairs. CoRR Yuxin Zuo, Bei Li, Chuanhao Lv, Tong Zheng, Tong Xiao, Jingbo Zhu
2023	A	`conf`	Information Magnitude Based Dynamic Sub-sampling for Speech-to-text. INTERSPEECH Yuhao Zhang, Chenghao Gao, Kaiqi Kou, Chen Xu, Tong Xiao, Jingbo Zhu
2023	J	`jnl`	Introduction to Transformers: an NLP Perspective. CoRR Tong Xiao, Jingbo Zhu
2023	J	`jnl`	Learning Evaluation Models from Large Language Models for Sequence Generation. CoRR Chenglong Wang, Hang Zhou, Kaiyan Chang, Tongran Liu, Chunliang Zhang, Quan Du, Tong Xiao, Jingbo Zhu
2023	J	`jnl`	Learning Reliable Neural Networks with Distributed Architecture Representations. ACM Trans. Asian Low Resour. Lang. Inf. Process. Yinqiao Li, Runzhe Cao, Qiaozhi He, Tong Xiao, Jingbo Zhu
2023	—	`conf`	MobileNMT: Enabling Translation in 15MB and 30ms. ACL (industry) Ye Lin, Xiaohui Wang, Zhexi Zhang, Mingxuan Wang, Tong Xiao, Jingbo Zhu
2023	J	`jnl`	MobileNMT: Enabling Translation in 15MB and 30ms. CoRR Ye Lin, Xiaohui Wang, Zhexi Zhang, Mingxuan Wang, Tong Xiao, Jingbo Zhu
2023	—	`conf`	Modality Adaption or Regularization? A Case Study on End-to-End Speech Translation. ACL (2) Yuchen Han, Chen Xu, Tong Xiao, Jingbo Zhu
2023	J	`jnl`	Modality Adaption or Regularization? A Case Study on End-to-End Speech Translation. CoRR Yuchen Han, Chen Xu, Tong Xiao, Jingbo Zhu
2023	J	`jnl`	Multi-Path Transformer is Better: A Case Study on Neural Machine Translation. CoRR Ye Lin, Shuhan Zhou, Yanyang Li, Anxiang Ma, Tong Xiao, Jingbo Zhu
2023	—	`conf`	Overcoming Language Priors with Counterfactual Inference for Visual Question Answering. CCL Zhibo Ren, Huizhen Wang, Muhua Zhu, Yichao Wang, Tong Xiao, Jingbo Zhu
2023	J	`jnl`	PartialFormer: Modeling Part Instead of Whole. CoRR Tong Zheng, Bei Li, Huiwen Bao, Weiqiao Shan, Tong Xiao, Jingbo Zhu
2023	A*	`conf`	Prompting Neural Machine Translation with Translation Memories. AAAI Abudurexiti Reheman, Tao Zhou, Yingfeng Luo, Di Yang, Tong Xiao, Jingbo Zhu
2023	J	`jnl`	Prompting Neural Machine Translation with Translation Memories. CoRR Abudurexiti Reheman, Tao Zhou, Yingfeng Luo, Di Yang, Tong Xiao, Jingbo Zhu
2023	A*	`conf`	Recent Advances in Direct Speech-to-text Translation. IJCAI Chen Xu, Rong Ye, Qianqian Dong, Chengqi Zhao, Tom Ko, Mingxuan Wang, Tong Xiao, Jingbo Zhu
2023	J	`jnl`	Recent Advances in Direct Speech-to-text Translation. CoRR Chen Xu, Rong Ye, Qianqian Dong, Chengqi Zhao, Tom Ko, Mingxuan Wang, Tong Xiao, Jingbo Zhu
2023	A*	`conf`	Rethinking and Improving Multi-task Learning for End-to-end Speech Translation. EMNLP Yuhao Zhang, Chen Xu, Bei Li, Hao Chen, Tong Xiao, Chunliang Zhang, Jingbo Zhu
2023	J	`jnl`	Rethinking and Improving Multi-task Learning for End-to-end Speech Translation. CoRR Yuhao Zhang, Chen Xu, Bei Li, Hao Chen, Tong Xiao, Chunliang Zhang, Jingbo Zhu
2023	J	`jnl`	Soft Alignment of Modality Space for End-to-end Speech Translation. CoRR Yuhao Zhang, Kaiqi Kou, Bei Li, Chen Xu, Chunliang Zhang, Tong Xiao, Jingbo Zhu
2023	—	`conf`	The NiuTrans End-to-End Speech Translation System for IWSLT23 English-to-Chinese Offline Task. IWSLT@ACL Yuchen Han, Xiaoqian Liu, Hao Chen, Yuhao Zhang, Chen Xu, Tong Xiao, Jingbo Zhu
2023	J	`jnl`	Towards Robust Aspect-based Sentiment Analysis through Non-counterfactual Augmentations. CoRR Xinyu Liu, Yan Ding, Kaikai An, Chunyang Xiao, Pranava Madhyastha, Tong Xiao, Jingbo Zhu
2023	—	`conf`	TranSFormer: Slow-Fast Transformer for Machine Translation. ACL (Findings) Bei Li, Yi Jing, Xu Tan, Zhen Xing, Tong Xiao, Jingbo Zhu
2023	J	`jnl`	TranSFormer: Slow-Fast Transformer for Machine Translation. CoRR Bei Li, Yi Jing, Xu Tan, Zhen Xing, Tong Xiao, Jingbo Zhu
2023	J	`jnl`	Understanding Parameter Sharing in Transformers. CoRR Ye Lin, Mingxuan Wang, Zhexi Zhang, Xiaohui Wang, Tong Xiao, Jingbo Zhu
2022	J	`jnl`	Coarse-to-Fine Output Predictions for Efficient Decoding in Neural Machine Translation. ACM Trans. Asian Low Resour. Lang. Inf. Process. Qi Chen, Oi Yee Kwong, Yinqiao Li, Tong Xiao, Jingbo Zhu
2022	J	`jnl`	EIT: Enhanced Interactive Transformer. CoRR Tong Zheng, Bei Li, Huiwen Bao, Tong Xiao, Jingbo Zhu
2022	—	`conf`	Improved Knowledge Distillation for Pre-trained Language Models via Knowledge Selection. EMNLP (Findings) Chenglong Wang, Yi Lu, Yongyu Mu, Yimin Hu, Tong Xiao, Jingbo Zhu
2022	J	`jnl`	Improving End-to-end Speech Translation by Leveraging Auxiliary Speech and Text Data. CoRR Yuhao Zhang, Chen Xu, Bojie Hu, Chunliang Zhang, Tong Xiao, Jingbo Zhu
2022	A*	`conf`	Learning Multiscale Transformer Models for Sequence Generation. ICML Bei Li, Tong Zheng, Yi Jing, Chengbo Jiao, Tong Xiao, Jingbo Zhu
2022	J	`jnl`	Learning Multiscale Transformer Models for Sequence Generation. CoRR Bei Li, Tong Zheng, Yi Jing, Chengbo Jiao, Tong Xiao, Jingbo Zhu
2022	—	`ed.`	Machine Translation - 18th China Conference, CCMT 2022, Lhasa, China, August 6-10, 2022, Revised Selected Papers CCMT Tong Xiao, Juan Pino
2022	—	`conf`	Multi-Path Transformer is Better: A Case Study on Neural Machine Translation. EMNLP (Findings) Ye Lin, Shuhan Zhou, Yanyang Li, Anxiang Ma, Tong Xiao, Jingbo Zhu
2022	—	`conf`	ODE Transformer: An Ordinary Differential Equation-Inspired Model for Sequence Generation. ACL (1) Bei Li, Quan Du, Tao Zhou, Yi Jing, Shuhan Zhou, Xin Zeng, Tong Xiao, Jingbo Zhu, Xuebo Liu, Min Zhang
2022	J	`jnl`	ODE Transformer: An Ordinary Differential Equation-Inspired Model for Sequence Generation. CoRR Bei Li, Quan Du, Tao Zhou, Yi Jing, Shuhan Zhou, Xin Zeng, Tong Xiao, Jingbo Zhu, Xuebo Liu, Min Zhang
2022	—	`conf`	On Vision Features in Multimodal Machine Translation. ACL (1) Bei Li, Chuanhao Lv, Zefan Zhou, Tao Zhou, Tong Xiao, Anxiang Ma, Jingbo Zhu
2022	J	`jnl`	On Vision Features in Multimodal Machine Translation. CoRR Bei Li, Chuanhao Lv, Zefan Zhou, Tao Zhou, Tong Xiao, Anxiang Ma, Jingbo Zhu
2022	—	`conf`	The NiuTrans Machine Translation Systems for WMT22. WMT 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
2022	—	`conf`	The NiuTrans's Submission to the IWSLT22 English-to-Chinese Offline Speech Translation Task. IWSLT@ACL Yuhao Zhang, Canan Huang, Chen Xu, Xiaoqian Liu, Bei Li, Anxiang Ma, Tong Xiao, Jingbo Zhu
2021	A*	`conf`	An Efficient Transformer Decoder with Compressed Sub-layers. AAAI Yanyang Li, Ye Lin, Tong Xiao, Jingbo Zhu
2021	J	`jnl`	An Efficient Transformer Decoder with Compressed Sub-layers. CoRR Yanyang Li, Ye Lin, Tong Xiao, Jingbo Zhu
2021	—	`conf`	Bag of Tricks for Optimizing Transformer Efficiency. EMNLP (Findings) Ye Lin, Yanyang Li, Tong Xiao, Jingbo Zhu
2021	J	`jnl`	Bag of Tricks for Optimizing Transformer Efficiency. CoRR Ye Lin, Yanyang Li, Tong Xiao, Jingbo Zhu
2021	—	`conf`	Chinese Poetry Generation with Metrical Constraints. NLPCC (1) Yingfeng Luo, Changliang Li, Canan Huang, Chen Xu, Xin Zeng, Binghao Wei, Tong Xiao, Jingbo Zhu
2021	A*	`conf`	Learning Light-Weight Translation Models from Deep Transformer. AAAI Bei Li, Ziyang Wang, Hui Liu, Quan Du, Tong Xiao, Chunliang Zhang, Jingbo Zhu
2021	—	`conf`	Non-Autoregressive Translation by Learning Target Categorical Codes. NAACL-HLT Yu Bao, Shujian Huang, Tong Xiao, Dongqi Wang, Xinyu Dai, Jiajun Chen
2021	J	`jnl`	Non-Autoregressive Translation by Learning Target Categorical Codes. CoRR Yu Bao, Shujian Huang, Tong Xiao, Dongqi Wang, Xinyu Dai, Jiajun Chen
2021	J	`jnl`	Non-autoregressive neural machine translation with auxiliary representation fusion. J. Intell. Fuzzy Syst. Quan Du, Kai Feng, Chen Xu, Tong Xiao, Jingbo Zhu
2021	J	`jnl`	ODE Transformer: An Ordinary Differential Equation-Inspired Model for Neural Machine Translation. CoRR Bei Li, Quan Du, Tao Zhou, Shuhan Zhou, Xin Zeng, Tong Xiao, Jingbo Zhu
2021	—	`conf`	RankNAS: Efficient Neural Architecture Search by Pairwise Ranking. EMNLP (1) Chi Hu, Chenglong Wang, Xiangnan Ma, Xia Meng, Yinqiao Li, Tong Xiao, Jingbo Zhu, Changliang Li
2021	J	`jnl`	RankNAS: Efficient Neural Architecture Search by Pairwise Ranking. CoRR Chi Hu, Chenglong Wang, Xiangnan Ma, Xia Meng, Yinqiao Li, Tong Xiao, Jingbo Zhu, Changliang Li
2021	—	`conf`	Stacked Acoustic-and-Textual Encoding: Integrating the Pre-trained Models into Speech Translation Encoders. ACL/IJCNLP (1) Chen Xu, Bojie Hu, Yanyang Li, Yuhao Zhang, Shen Huang, Qi Ju, Tong Xiao, Jingbo Zhu
2021	J	`jnl`	Stacked Acoustic-and-Textual Encoding: Integrating the Pre-trained Models into Speech Translation Encoders. CoRR Chen Xu, Bojie Hu, Yanyang Li, Yuhao Zhang, Shen Huang, Qi Ju, Tong Xiao, Jingbo Zhu
2021	—	`conf`	The NiuTrans End-to-End Speech Translation System for IWSLT 2021 Offline Task. IWSLT Chen Xu, Xiaoqian Liu, Xiaowen Liu, Laohu Wang, Canan Huang, Tong Xiao, Jingbo Zhu
2021	J	`jnl`	The NiuTrans End-to-End Speech Translation System for IWSLT 2021 Offline Task. CoRR Chen Xu, Xiaoqian Liu, Xiaowen Liu, Laohu Wang, Canan Huang, Tong Xiao, Jingbo Zhu
2021	—	`conf`	The NiuTrans Machine Translation Systems for WMT21. WMT@EMNLP 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
2021	J	`jnl`	The NiuTrans Machine Translation Systems for WMT21. CoRR 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
2021	J	`jnl`	The NiuTrans System for WNGT 2020 Efficiency Task. CoRR Chi Hu, Bei Li, Ye Lin, Yinqiao Li, Yanyang Li, Chenglong Wang, Tong Xiao, Jingbo Zhu
2021	—	`conf`	The NiuTrans System for the WMT 2021 Efficiency Task. WMT@EMNLP Chenglong Wang, Chi Hu, Yongyu Mu, Zhongxiang Yan, Siming Wu, Yimin Hu, Hang Cao, Bei Li, Ye Lin, Tong Xiao, Jingbo Zhu
2021	J	`jnl`	The NiuTrans System for the WMT21 Efficiency Task. CoRR Chenglong Wang, Chi Hu, Yongyu Mu, Zhongxiang Yan, Siming Wu, Minyi Hu, Hang Cao, Bei Li, Ye Lin, Tong Xiao, Jingbo Zhu
2021	J	`jnl`	Topology-Sensitive Neural Architecture Search for Language Modeling. IEEE Access Quan Du, Nuo Xu, Yinqiao Li, Tong Xiao, Jingbo Zhu
2021	—	`conf`	Weight Distillation: Transferring the Knowledge in Neural Network Parameters. ACL/IJCNLP (1) Ye Lin, Yanyang Li, Ziyang Wang, Bei Li, Quan Du, Tong Xiao, Jingbo Zhu
2020	B	`conf`	A Simple and Effective Approach to Robust Unsupervised Bilingual Dictionary Induction. COLING Yanyang Li, Yingfeng Luo, Ye Lin, Quan Du, Huizhen Wang, Shujian Huang, Tong Xiao, Jingbo Zhu
2020	J	`jnl`	A Simple and Effective Approach to Robust Unsupervised Bilingual Dictionary Induction. CoRR Yanyang Li, Yingfeng Luo, Ye Lin, Quan Du, Huizhen Wang, Shujian Huang, Tong Xiao, Jingbo Zhu
2020	A*	`conf`	Does Multi-Encoder Help? A Case Study on Context-Aware Neural Machine Translation. ACL Bei Li, Hui Liu, Ziyang Wang, Yufan Jiang, Tong Xiao, Jingbo Zhu, Tongran Liu, Changliang Li
2020	J	`jnl`	Does Multi-Encoder Help? A Case Study on Context-Aware Neural Machine Translation. CoRR Bei Li, Hui Liu, Ziyang Wang, Yufan Jiang, Tong Xiao, Jingbo Zhu, Tongran Liu, Changliang Li
2020	B	`conf`	Dynamic Curriculum Learning for Low-Resource Neural Machine Translation. COLING Chen Xu, Bojie Hu, Yufan Jiang, Kai Feng, Zeyang Wang, Shen Huang, Qi Ju, Tong Xiao, Jingbo Zhu
2020	J	`jnl`	Dynamic Curriculum Learning for Low-Resource Neural Machine Translation. CoRR Chen Xu, Bojie Hu, Yufan Jiang, Kai Feng, Zeyang Wang, Shen Huang, Qi Ju, Tong Xiao, Jingbo Zhu
2020	B	`conf`	Layer-Wise Multi-View Learning for Neural Machine Translation. COLING Qiang Wang, Changliang Li, Yue Zhang, Tong Xiao, Jingbo Zhu
2020	J	`jnl`	Layer-Wise Multi-View Learning for Neural Machine Translation. CoRR Qiang Wang, Changliang Li, Yue Zhang, Tong Xiao, Jingbo Zhu
2020	A*	`conf`	Learning Architectures from an Extended Search Space for Language Modeling. ACL Yinqiao Li, Chi Hu, Yuhao Zhang, Nuo Xu, Yufan Jiang, Tong Xiao, Jingbo Zhu, Tongran Liu, Changliang Li
2020	J	`jnl`	Learning Architectures from an Extended Search Space for Language Modeling. CoRR Yinqiao Li, Chi Hu, Yuhao Zhang, Nuo Xu, Yufan Jiang, Tong Xiao, Jingbo Zhu, Tongran Liu, Changliang Li
2020	J	`jnl`	Learning Light-Weight Translation Models from Deep Transformer. CoRR Bei Li, Ziyang Wang, Hui Liu, Quan Du, Tong Xiao, Chunliang Zhang, Jingbo Zhu
2020	J	`jnl`	Multi-layer Representation Fusion for Neural Machine Translation. CoRR Qiang Wang, Fuxue Li, Tong Xiao, Yanyang Li, Yinqiao Li, Jingbo Zhu
2020	A*	`conf`	Neural Machine Translation with Joint Representation. AAAI Yanyang Li, Qiang Wang, Tong Xiao, Tongran Liu, Jingbo Zhu
2020	J	`jnl`	Neural Machine Translation with Joint Representation. CoRR Yanyang Li, Qiang Wang, Tong Xiao, Tongran Liu, Jingbo Zhu
2020	—	`conf`	Shallow-to-Deep Training for Neural Machine Translation. EMNLP (1) Bei Li, Ziyang Wang, Hui Liu, Yufan Jiang, Quan Du, Tong Xiao, Huizhen Wang, Jingbo Zhu
2020	J	`jnl`	Shallow-to-Deep Training for Neural Machine Translation. CoRR Bei Li, Ziyang Wang, Hui Liu, Yufan Jiang, Quan Du, Tong Xiao, Huizhen Wang, Jingbo Zhu
2020	—	`conf`	The NiuTrans Machine Translation Systems for WMT20. WMT@EMNLP 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
2020	—	`conf`	The NiuTrans System for WNGT 2020 Efficiency Task. NGT@ACL Chi Hu, Bei Li, Yinqiao Li, Ye Lin, Yanyang Li, Chenglong Wang, Tong Xiao, Jingbo Zhu
2020	—	`conf`	The NiuTrans System for the WMT20 Quality Estimation Shared Task. WMT@EMNLP Chi Hu, Hui Liu, Kai Feng, Chen Xu, Nuo Xu, Zefan Zhou, Shiqin Yan, Yingfeng Luo, Chenglong Wang, Xia Meng, Tong Xiao, Jingbo Zhu
2020	A*	`conf`	Towards Differentially Private Text Representations. SIGIR Lingjuan Lyu, Yitong Li, Xuanli He, Tong Xiao
2020	J	`jnl`	Towards Differentially Private Text Representations. CoRR Lingjuan Lyu, Yitong Li, Xuanli He, Tong Xiao
2020	A*	`conf`	Towards Fully 8-bit Integer Inference for the Transformer Model. IJCAI Ye Lin, Yanyang Li, Tengbo Liu, Tong Xiao, Tongran Liu, Jingbo Zhu
2020	J	`jnl`	Towards Fully 8-bit Integer Inference for the Transformer Model. CoRR Ye Lin, Yanyang Li, Tengbo Liu, Tong Xiao, Tongran Liu, Jingbo Zhu
2020	—	`conf`	Training Flexible Depth Model by Multi-Task Learning for Neural Machine Translation. EMNLP (Findings) Qiang Wang, Tong Xiao, Jingbo Zhu
2020	J	`jnl`	Training Flexible Depth Model by Multi-Task Learning for Neural Machine Translation. CoRR Qiang Wang, Tong Xiao, Jingbo Zhu
2020	J	`jnl`	Weight Distillation: Transferring the Knowledge in Neural Network Parameters. CoRR Ye Lin, Yanyang Li, Ziyang Wang, Bei Li, Quan Du, Tong Xiao, Jingbo Zhu
2019	—	`conf`	Analysis of Back-Translation Methods for Low-Resource Neural Machine Translation. NLPCC (2) Nuo Xu, Yinqiao Li, Chen Xu, Yanyang Li, Bei Li, Tong Xiao, Jingbo Zhu
2019	—	`conf`	Improved Differentiable Architecture Search for Language Modeling and Named Entity Recognition. EMNLP/IJCNLP (1) Yufan Jiang, Chi Hu, Tong Xiao, Chunliang Zhang, Jingbo Zhu
2019	—	`conf`	Learning Deep Transformer Models for Machine Translation. ACL (1) Qiang Wang, Bei Li, Tong Xiao, Jingbo Zhu, Changliang Li, Derek F. Wong, Lidia S. Chao
2019	J	`jnl`	Learning Deep Transformer Models for Machine Translation. CoRR Qiang Wang, Bei Li, Tong Xiao, Jingbo Zhu, Changliang Li, Derek F. Wong, Lidia S. Chao
2019	—	`conf`	NiuTrans Submission for CCMT19 Quality Estimation Task. CCMT Ziyang Wang, Hui Liu, Hexuan Chen, Kai Feng, Zeyang Wang, Bei Li, Chen Xu, Tong Xiao, Jingbo Zhu
2019	—	`conf`	Shared-Private Bilingual Word Embeddings for Neural Machine Translation. ACL (1) Xuebo Liu, Derek F. Wong, Yang Liu, Lidia S. Chao, Tong Xiao, Jingbo Zhu
2019	J	`jnl`	Shared-Private Bilingual Word Embeddings for Neural Machine Translation. CoRR Xuebo Liu, Derek F. Wong, Yang Liu, Lidia S. Chao, Tong Xiao, Jingbo Zhu
2019	A*	`conf`	Sharing Attention Weights for Fast Transformer. IJCAI Tong Xiao, Yinqiao Li, Jingbo Zhu, Zhengtao Yu, Tongran Liu
2019	J	`jnl`	Sharing Attention Weights for Fast Transformer. CoRR Tong Xiao, Yinqiao Li, Jingbo Zhu, Zhengtao Yu, Tongran Liu
2019	—	`conf`	The NiuTrans Machine Translation Systems for WMT19. WMT (2) Bei Li, Yinqiao Li, Chen Xu, Ye Lin, Jiqiang Liu, Hui Liu, Ziyang Wang, Yuhao Zhang, Nuo Xu, Zeyang Wang, Kai Feng, Hexuan Chen, Tengbo Liu, Yanyang Li, Qiang Wang, Tong Xiao, Jingbo Zhu
2018	—	`conf`	A Simple and Effective Approach to Coverage-Aware Neural Machine Translation. ACL (2) Yanyang Li, Tong Xiao, Yinqiao Li, Qiang Wang, Changming Xu, Jingbo Zhu
2018	J	`jnl`	Linguistic Knowledge-Aware Neural Machine Translation. IEEE ACM Trans. Audio Speech Lang. Process. Qiang Li, Derek F. Wong, Lidia S. Chao, Muhua Zhu, Tong Xiao, Jingbo Zhu, Min Zhang
2018	B	`conf`	Multi-layer Representation Fusion for Neural Machine Translation. COLING Qiang Wang, Fuxue Li, Tong Xiao, Yanyang Li, Yinqiao Li, Jingbo Zhu
2018	—	`conf`	Source Segment Encoding for Neural Machine Translation. NLPCC (1) Qiang Wang, Tong Xiao, Jingbo Zhu
2018	—	`conf`	The NiuTrans Machine Translation System for WMT18. WMT (shared task) Qiang Wang, Bei Li, Jiqiang Liu, Bojian Jiang, Zheyang Zhang, Yinqiao Li, Ye Lin, Tong Xiao, Jingbo Zhu
2017	—	`conf`	Context Sensitive Word Deletion Model for Statistical Machine Translation. CCL Qiang Li, Yaqian Han, Tong Xiao, Jingbo Zhu
2017	A*	`conf`	Fast Parallel Training of Neural Language Models. IJCAI Tong Xiao, Jingbo Zhu, Tongran Liu, Chunliang Zhang
2017	—	`conf`	Handling Many-To-One UNK Translation for Neural Machine Translation. CWMT Fuxue Li, Quan Du, Qiang Wang, Tong Xiao, Jingbo Zhu
2017	—	`conf`	Implicit Syntactic Features for Target-dependent Sentiment Analysis. IJCNLP(1) Yuze Gao, Yue Zhang, Tong Xiao
2017	J	`jnl`	Towards Bidirectional Hierarchical Representations for Attention-Based Neural Machine Translation. CoRR Baosong Yang, Derek F. Wong, Tong Xiao, Lidia S. Chao, Jingbo Zhu
2017	A*	`conf`	Towards Bidirectional Hierarchical Representations for Attention-based Neural Machine Translation. EMNLP Baosong Yang, Derek F. Wong, Tong Xiao, Lidia S. Chao, Jingbo Zhu
2016	J	`jnl`	A Loss-Augmented Approach to Training Syntactic Machine Translation Systems. IEEE ACM Trans. Audio Speech Lang. Process. Tong Xiao, Derek F. Wong, Jingbo Zhu
2016	—	`conf`	Better Addressing Word Deletion for Statistical Machine Translation. NLPCC/ICCPOL Qiang Li, Dongdong Zhang, Mu Li, Tong Xiao, Jingbo Zhu
2016	A*	`conf`	Syntactic Skeleton-Based Translation. AAAI Tong Xiao, Jingbo Zhu, Chunliang Zhang, Tongran Liu
2015	J	`jnl`	Improving syntactic rule extraction through deleting spurious links with translation span alignment. Nat. Lang. Eng. Jingbo Zhu, Qiang Li, Tong Xiao
2015	—	`conf`	NiuParser: A Chinese Syntactic and Semantic Parsing Toolkit. ACL (System Demonstrations) Jingbo Zhu, Muhua Zhu, Qiang Wang, Tong Xiao
2014	—	`conf`	A Hybrid Approach to Skeleton-based Translation. ACL (2) Tong Xiao, Jingbo Zhu, Chunliang Zhang
2014	B	`conf`	Effective Incorporation of Source Syntax into Hierarchical Phrase-based Translation. COLING Tong Xiao, Adrià de Gispert, Jingbo Zhu, Bill Byrne
2013	J	`jnl`	Bagging and Boosting statistical machine translation systems. Artif. Intell. Tong Xiao, Jingbo Zhu, Tongran Liu
2013	—	`conf`	Chinese Sentence Compression: Corpus and Evaluation. CCL Chunliang Zhang, Minghan Hu, Tong Xiao, Xue Jiang, Lixin Shi, Jingbo Zhu
2013	—	`conf`	Easy-First POS Tagging and Dependency Parsing with Beam Search. ACL (2) Ji Ma, Jingbo Zhu, Tong Xiao, Nan Yang
2013	—	`conf`	The University of Cambridge Russian-English System at WMT13. WMT@ACL Juan Pino, Aurelien Waite, Tong Xiao, Adrià de Gispert, Federico Flego, William Byrne
2013	J	`jnl`	Unsupervised Sub-tree Alignment for Tree-to-Tree Translation. J. Artif. Intell. Res. Tong Xiao, Jingbo Zhu
2012	B	`conf`	Easy-First Chinese POS Tagging and Dependency Parsing. COLING Ji Ma, Tong Xiao, Jingbo Zhu, Feiliang Ren
2012	—	`conf`	Learning Better Rule Extraction with Translation Span Alignment. ACL (2) Jingbo Zhu, Tong Xiao, Chunliang Zhang
2012	—	`conf`	NiuTrans: An Open Source Toolkit for Phrase-based and Syntax-based Machine Translation. ACL (System Demonstrations) Tong Xiao, Jingbo Zhu, Hao Zhang, Qiang Li
2011	J	`jnl`	Automatic Treebank Conversion via Informed Decoding - A Case Study on Chinese Treebanks. ACM Trans. Asian Lang. Inf. Process. Muhua Zhu, Jingbo Zhu, Tong Xiao
2011	—	`conf`	Document-level Consistency Verification in Machine Translation. MTSummit Tong Xiao, Jingbo Zhu, Shujie Yao, Hao Zhang
2011	—	`conf`	Improving Decoding Generalization for Tree-to-String Translation. ACL (2) Jingbo Zhu, Tong Xiao
2011	J	`jnl`	Language Modeling for Syntax-Based Machine Translation Using Tree Substitution Grammars: A Case Study on Chinese-English Translation. ACM Trans. Asian Lang. Inf. Process. Tong Xiao, Jingbo Zhu, Muhua Zhu
2011	—	`conf`	The NTCIR Tong Xiao, Qiang Li, Qi Lu, Hao Zhang, Haibo Ding, Shujie Yao, Xiaoming Xu, Xiaoxu Fei, Jingbo Zhu, Feiliang Ren, Huizhen Wang
2010	—	`conf`	An Empirical Study of Translation Rule Extraction with Multiple Parsers. COLING (Posters) Tong Xiao, Jingbo Zhu, Hao Zhang, Muhua Zhu
2010	A*	`conf`	Boosting-Based System Combination for Machine Translation. ACL Tong Xiao, Jingbo Zhu, Muhua Zhu, Huizhen Wang
2010	B	`conf`	Heterogeneous Parsing via Collaborative Decoding. COLING Muhua Zhu, Jingbo Zhu, Tong Xiao
2010	—	`conf`	NEUNLPLab Chinese Word Sense Induction System for SIGHAN Bakeoff 2010. CIPS-SIGHAN Hao Zhang, Tong Xiao, Jingbo Zhu
2010	—	`conf`	The impact of parsing accuracy on syntax-based SMT. NLPKE Hao Zhang, Huizhen Wang, Tong Xiao, Jingbo Zhu
2009	A*	`conf`	Better Synchronous Binarization for Machine Translation. EMNLP Tong Xiao, Mu Li, Dongdong Zhang, Jingbo Zhu, Ming Zhou
2009	A*	`conf`	The Feature Subspace Method for SMT System Combination. EMNLP Nan Duan, Mu Li, Tong Xiao, Ming Zhou
2008	J	`jnl`	An Effective Approach for Coreference Resolution. Int. J. Comput. Process. Orient. Lang. Feiliang Ren, Jingbo Zhu, Huizhen Wang, Tong Xiao
2008	—	`conf`	KNN and Re-ranking Models for English Patent Mining at NTCIR-7. NTCIR Tong Xiao, Feifei Cao, Tianning Li, Guolong Song, Ke Zhou, Jingbo Zhu, Huizhen Wang
2008	—	`conf`	NEUOM: Identifying Opinionated Sentences in Chinese and English Text. NTCIR Chunliang Zhang, Ke Wang, Muhua Zhu, Tong Xiao, Jingbo Zhu