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Hao Zhou 0012

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affiliation (2022 - 2025): Tsinghua University, Institute for AI Industry Research, Beijing, China
affiliation (2017 - 2022): ByteDance AI Lab, Beijing, China
affiliation (former): Toutiao AI Lab, China
affiliation (former): Nanjing University, National Key Laboratory for Novel Software Technology, China

Other persons with the same name

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Hao Zhou — disambiguation page
Hao Zhou 0001 — University of Science and Technology of China, School of Computer Science and Technology, Hefei, China
Hao Zhou 0002 — Wuhan University, School of Electronic Information, China (and 2 more)
Hao Zhou 0003 — Zhejiang University, Department of Biomedical Engineering, China
Hao Zhou 0004 — Harbin Institute of Technology, Research Institute of Intelligent Control and Systems, China
Hao Zhou 0005 — Amazon, Seattle, WA, USA (and 2 more)
Hao Zhou 0006 — Central South University, Business School, Changsha, China
Hao Zhou 0007 — Huazhong University of Science and Technology, Institute of Geophysics, Wuhan, China (and 2 more)
Hao Zhou 0008 — Fudan University, Department of Microelectronics, State Key Laboratory of ASIC and Systems, Shanghai, China
Hao Zhou 0009 — Huawei Technologies, Shenzhen, Guangdong, China (and 1 more)

Hao Zhou 0010 — University of Hong Kong, Pokfulam, Hong Kong
Hao Zhou 0011 — University of Maryland, Center for Automation Research, College Park, MD, USA
Hao Zhou 0013 — McGill University, School of Computer Science, Montreal, QC, Canada (and 1 more)
Hao Zhou 0014 — Harbin Engineering University, National Key Laboratory of Science and Technology of Underwater Vehicle, Harbin, China (and 1 more)
Hao Zhou 0015 — Fudan University, Shanghai, China
Hao Zhou 0016 — Meituan, Beijing, China (and 2 more)
Hao Zhou 0017 — Chongqing University, College of Computer Science, China (and 1 more)
Hao Zhou 0018 — University of Wollongong, School of Mechanical, Materials, Mechatronic and Biomedical Engineering, Faculty of Engineering and Information Sciences, NSW, Australia
Hao Zhou 0019 — Air Force Engineering University, Air and Missile Defense College, Xi'an, Shaanxi, China
Hao Zhou 0020 — Queensland University of Technology, Faculty of Engineering, School of Mechanical, Medical and Process Engineering, Brisbane, QLD, Australia
Hao Zhou 0021 — University of South Florida, Department of Civil Engineering, Tampa, FL, USA (and 1 more)
Hao Zhou 0022 — South China University of Technology, School of Civil Engineering and Transportation, Guangzhou, China
Hao Zhou 0023 — Ocean University of China, Department of Computer Science and Technology, Qingdao, China
Hao Zhou 0024 — Yanshan University, Institute of Electric Engineering, Key Laboratory of Measurement Technology and Instrumentation of Hebei Province, Qinhuangdao, China
Hao Zhou 0025 — Yunnan University, School of Information Science & Engineering, Kunming, China
Hao Zhou 0026 — Zhejiang University, Institute for Thermal Power Engineering, State Key Laboratory of Clean Energy Utilization, Hangzhou, China (and 1 more)
Hao Zhou 0027 — South China University of Technology, School of Intelligent Engineering, Guangzhou, China
Hao Zhou 0028 — Beijing University of Technology, Faculty of Information Technology, China
Hao Zhou 0029 — Naval University of Engineering, Department of Operational Research and Planning, Wuhan, China (and 1 more)
Hao Zhou 0030 — Focusight Technology Company Ltd., Changzhou, China (and 1 more)
Hao Zhou 0031 — China University of Petroleum-Beijing, College of Information Science and Engineering, China
Hao Zhou 0032 — Beijing University of Posts and Telecommunications, China
Hao Zhou 0033 — Nankai University, College of Software, Tianjin, China
Hao Zhou 0034 — Nanjing University of Posts and Telecommunications, School of Computer Science, China
Hao Zhou 0035 — Shanghai Jiao Tong University, School of Cyber Security, China (and 1 more)
Hao Zhou 0036 — Amazon Web Services, Seattle, WA, USA (and 1 more)
Hao Zhou 0037 — Beihang University, School of Astronautics, Beijing, China
Hao Zhou 0038 — Anhui University of Technology, School of Computer Science and Technology, China (and 2 more)
Hao Zhou 0039 — Baidu Inc., China (and 1 more)
Hao Zhou 0040 — Nankai University, College of Computer Science, TMCC, SysNet, DISSec, GTIISC, Tianjin, China
Hao Zhou 0041 — Air Force Engineering University, Air and Missile Defense College, Xi'an, China
Hao Zhou 0042 — Chinese Academy of Sciences, Shenyang Institute of Automation, State Key Laboratory of Robotics, China
Hao Zhou 0043 — Hong Kong Polytechnic University, Hong Kong (and 1 more)
Hao Zhou 0044 — University of Edinburgh, School of Informatics, Edinburgh, UK (and 1 more)
Hao Zhou 0045 — Amazon Web Services, Seattle, USA

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2020 – today

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2026
[j9]
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Jinyi Hu, Shengding Hu, Yuxuan Song, Yufei Huang, Mingxuan Wang, Hao Zhou, Zhiyuan Liu, Wei-Ying Ma, Maosong Sun:
ACDiT: Interpolating Autoregressive Conditional Modeling and Diffusion Transformer. Trans. Mach. Learn. Res. 2026 (2026)
[i126]
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  - journals/corr/abs-2601-05485
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Wenhao Zeng, Yitian Chai, Hao Zhou, Fandong Meng, Jie Zhou, Xiaodong Gu:
Readability-Robust Code Summarization via Meta Curriculum Learning. CoRR abs/2601.05485 (2026)
[i125]
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  - journals/corr/abs-2601-09285
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Mianzhi Pan, JianFei Li, Peishuo Liu, Botian Wang, Yawen Ouyang, Yiming Rong, Hao Zhou, Jianbing Zhang:
Enhancing Spatial Reasoning in Large Language Models for Metal-Organic Frameworks Structure Prediction. CoRR abs/2601.09285 (2026)
[i124]
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  - journals/corr/abs-2601-21444
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Yuxiang Huang, Mingye Li, Xu Han, Chaojun Xiao, Weilin Zhao, Ao Sun, Ziqi Yuan, Hao Zhou, Fandong Meng, Zhiyuan Liu:
Spava: Accelerating Long-Video Understanding via Sequence-Parallelism-aware Approximate Attention. CoRR abs/2601.21444 (2026)
[i123]
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  - journals/corr/abs-2602-03352
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Yunzhi Shen, Hao Zhou, Xin Huang, Xue Han, Junlan Feng, Shujian Huang:
PEGRL: Improving Machine Translation by Post-Editing Guided Reinforcement Learning. CoRR abs/2602.03352 (2026)
[i122]
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  - journals/corr/abs-2602-04196
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Zhexin Zhang, Yida Lu, Junfeng Fang, Junxiao Yang, Shiyao Cui, Hao Zhou, Fandong Meng, Jie Zhou, Hongning Wang, Minlie Huang, Tat-Seng Chua:
The Missing Half: Unveiling Training-time Implicit Safety Risks Beyond Deployment. CoRR abs/2602.04196 (2026)
[i121]
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  - journals/corr/abs-2602-24286
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Weinan Dai, Hanlin Wu, Qiying Yu, Huan-Ang Gao, Jiahao Li, Chengquan Jiang, Weiqiang Lou, Yufan Song, Hongli Yu, Jiaze Chen, Wei-Ying Ma, Ya-Qin Zhang, Jingjing Liu, Mingxuan Wang, Xin Liu, Hao Zhou:
CUDA Agent: Large-Scale Agentic RL for High-Performance CUDA Kernel Generation. CoRR abs/2602.24286 (2026)
2025
[j8]
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  - journals/aiopen/ZhouDBZ25
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Bowen Zhou, Ning Ding, Lei Bai, Hao Zhou:
Advancing AI for science: From the revolution of tools to the tools for revolution. AI Open 6: 323-328 (2025)
[c119]
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  - conf/aaai/ZhouWHHHFDL025
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Hao Zhou, Zhijun Wang, Shujian Huang, Xin Huang, Xue Han, Junlan Feng, Chao Deng, Weihua Luo, Jiajun Chen:
MoE-LPR: Multilingual Extension of Large Language Models Through Mixture-of-Experts with Language Priors Routing. AAAI 2025: 26092-26100
[c118]
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  - conf/acl/OuyangLLLZM0025
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Kun Ouyang, Yuanxin Liu, Shicheng Li, Yi Liu, Hao Zhou, Fandong Meng, Jie Zhou, Xu Sun:
PunchBench: Benchmarking MLLMs in Multimodal Punchline Comprehension. ACL (1) 2025: 986-1008
[c117]
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Weilin Zhao, Tengyu Pan, Xu Han, Yudi Zhang, Sun Ao, Yuxiang Huang, Kaihuo Zhang, Weilun Zhao, Yuxuan Li, Jie Zhou, Hao Zhou, Jianyong Wang, Maosong Sun, Zhiyuan Liu:
FR-Spec: Accelerating Large-Vocabulary Language Models via Frequency-Ranked Speculative Sampling. ACL (1) 2025: 3909-3921
[c116]
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Yuxiang Huang, Mingye Li, Xu Han, Chaojun Xiao, Weilin Zhao, Sun Ao, Hao Zhou, Jie Zhou, Zhiyuan Liu, Maosong Sun:
APB: Accelerating Distributed Long-Context Inference by Passing Compressed Context Blocks across GPUs. ACL (1) 2025: 10708-10727
[c115]
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  - conf/acl/WangLZWWHHFDH25
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Zhijun Wang, Jiahuan Li, Hao Zhou, Rongxiang Weng, Jingang Wang, Xin Huang, Xue Han, Junlan Feng, Chao Deng, Shujian Huang:
Investigating and Scaling up Code-Switching for Multilingual Language Model Pre-Training. ACL (Findings) 2025: 11032-11046
[c114]
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Yiming Wang, Yuxuan Song, Yiqun Wang, Minkai Xu, Rui Wang, Hao Zhou, Wei-Ying Ma:
RetroDiff: Retrosynthesis as Multi-stage Distribution Interpolation. AISTATS 2025: 1918-1926
[c113]
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  - conf/iclr/GongPLSZHCZZM25
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Jingjing Gong, Yu Pei, Siyu Long, Yuxuan Song, Zhe Zhang, Wenhao Huang, Ziyao Cao, Shuyi Zhang, Hao Zhou, Wei-Ying Ma:
Steering Protein Family Design through Profile Bayesian Flow. ICLR 2025
[c112]
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  - conf/iclr/GuZMZH25
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Yuxian Gu, Hao Zhou, Fandong Meng, Jie Zhou, Minlie Huang:
MiniPLM: Knowledge Distillation for Pre-training Language Models. ICLR 2025
[c111]
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  - conf/iclr/WuSGCOZZML25
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Hanlin Wu, Yuxuan Song, Jingjing Gong, Ziyao Cao, Yawen Ouyang, Jianbing Zhang, Hao Zhou, Wei-Ying Ma, Jingjing Liu:
A Periodic Bayesian Flow for Material Generation. ICLR 2025
[c110]
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  - conf/icml/QiuSFLZZ0M25
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Keyue Qiu, Yuxuan Song, Zhehuan Fan, Peidong Liu, Zhe Zhang, Mingyue Zheng, Hao Zhou, Wei-Ying Ma:
Piloting Structure-Based Drug Design via Modality-Specific Optimal Schedule. ICML 2025
[c109]
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  - conf/icml/QiuSYMCZWZ0M25
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Keyue Qiu, Yuxuan Song, Jie Yu, Hongbo Ma, Ziyao Cao, Zhilong Zhang, Yushuai Wu, Mingyue Zheng, Hao Zhou, Wei-Ying Ma:
Empower Structure-Based Molecule Optimization with Gradient Guided Bayesian Flow Networks. ICML 2025
[c108]
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  - conf/icml/SongSGXE0M25
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Yuxuan Song, Juntong Shi, Jingjing Gong, Minkai Xu, Stefano Ermon, Hao Zhou, Wei-Ying Ma:
Smooth Interpolation for Improved Discrete Graph Generative Models. ICML 2025
[c107]
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  - conf/icml/ZhaoLYZ0N25
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Suyuan Zhao, Yizhen Luo, Ganbo Yang, Yan Zhong, Hao Zhou, Zaiqing Nie:
SToFM: a Multi-scale Foundation Model for Spatial Transcriptomics. ICML 2025
[c106]
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  - conf/naacl/ChengLXZZL25
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Kanzhi Cheng, Yantao Li, Fangzhi Xu, Jianbing Zhang, Hao Zhou, Yang Liu:
Vision-Language Models Can Self-Improve Reasoning via Reflection. NAACL (Long Papers) 2025: 8876-8892
[c105]
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  - conf/vtc/ZhouMFZYZA25
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Hao Zhou, Yiyan Ma, Dan Fei, Haobo Zhang, Bowen Yin, Zishen Zhao, Bo Ai:
Code Doppler Channel Simulation Methods and Performance Evaluation for Satellite Communication Scenarios. VTC2025-Fall 2025: 1-5
[i120]
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  - journals/corr/abs-2502-02016
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Hanlin Wu, Yuxuan Song, Jingjing Gong, Ziyao Cao, Yawen Ouyang, Jianbing Zhang, Hao Zhou, Wei-Ying Ma, Jingjing Liu:
A Periodic Bayesian Flow for Material Generation. CoRR abs/2502.02016 (2025)
[i119]
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  - journals/corr/abs-2502-04535
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Chenyang Huang, Hao Zhou, Cameron Jen, Kangjie Zheng, Osmar R. Zaïane, Lili Mou:
A Decoding Algorithm for Length-Control Summarization Based on Directed Acyclic Transformers. CoRR abs/2502.04535 (2025)
[i118]
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  - journals/corr/abs-2502-04537
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Chenyang Huang, Fei Huang, Zaixiang Zheng, Osmar R. Zaïane, Hao Zhou, Lili Mou:
Multilingual Non-Autoregressive Machine Translation without Knowledge Distillation. CoRR abs/2502.04537 (2025)
[i117]
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  - journals/corr/abs-2502-12085
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Yuxiang Huang, Mingye Li, Xu Han, Chaojun Xiao, Weilin Zhao, Sun Ao, Hao Zhou, Jie Zhou, Zhiyuan Liu, Maosong Sun:
APB: Accelerating Distributed Long-Context Inference by Passing Compressed Context Blocks across GPUs. CoRR abs/2502.12085 (2025)
[i116]
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  - journals/corr/abs-2502-15483
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Botian Wang, Yawen Ouyang, Yaohui Li, Yiqun Wang, Haorui Cui, Jianbing Zhang, Xiaonan Wang, Wei-Ying Ma, Hao Zhou:
MoMa: A Modular Deep Learning Framework for Material Property Prediction. CoRR abs/2502.15483 (2025)
[i115]
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  - journals/corr/abs-2503-14476
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Qiying Yu, Zheng Zhang, Ruofei Zhu, Yufeng Yuan, Xiaochen Zuo, Yu Yue, Tiantian Fan, Gaohong Liu, Lingjun Liu, Xin Liu, Haibin Lin, Zhiqi Lin, Bole Ma, Guangming Sheng, Yuxuan Tong, Chi Zhang, Mofan Zhang, Wang Zhang, Hang Zhu, Jinhua Zhu, Jiaze Chen, Jiangjie Chen, Chengyi Wang, Hongli Yu, Weinan Dai, Yuxuan Song, Xiangpeng Wei, Hao Zhou, Jingjing Liu, Wei-Ying Ma, Ya-Qin Zhang, Lin Yan, Mu Qiao, Yonghui Wu, Mingxuan Wang:
DAPO: An Open-Source LLM Reinforcement Learning System at Scale. CoRR abs/2503.14476 (2025)
[i114]
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  - journals/corr/abs-2504-01801
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Zhijun Wang, Jiahuan Li, Hao Zhou, Rongxiang Weng, Jingang Wang, Xin Huang, Xue Han, Junlan Feng, Chao Deng, Shujian Huang:
Investigating and Scaling up Code-Switching for Multilingual Language Model Pre-Training. CoRR abs/2504.01801 (2025)
[i113]
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  - journals/corr/abs-2504-14858
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Jiaqi Wei, Hao Zhou, Xiang Zhang, Di Zhang, Zijie Qiu, Wei Wei, Jinzhe Li, Wanli Ouyang, Siqi Sun:
AlignRAG: An Adaptable Framework for Resolving Misalignments in Retrieval-Aware Reasoning of RAG. CoRR abs/2504.14858 (2025)
[i112]
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  - journals/corr/abs-2505-07286
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Keyue Qiu, Yuxuan Song, Zhehuan Fan, Peidong Liu, Zhe Zhang, Mingyue Zheng, Hao Zhou, Wei-Ying Ma:
Piloting Structure-Based Drug Design via Modality-Specific Optimal Schedule. CoRR abs/2505.07286 (2025)
[i111]
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  - journals/corr/abs-2505-19914
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Jiangjie Chen, Qianyu He, Siyu Yuan, Aili Chen, Zhicheng Cai, Weinan Dai, Hongli Yu, Qiying Yu, Xuefeng Li, Jiaze Chen, Hao Zhou, Mingxuan Wang:
Enigmata: Scaling Logical Reasoning in Large Language Models with Synthetic Verifiable Puzzles. CoRR abs/2505.19914 (2025)
[i110]
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  - journals/corr/abs-2507-02259
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Hongli Yu, Tinghong Chen, Jiangtao Feng, Jiangjie Chen, Weinan Dai, Qiying Yu, Ya-Qin Zhang, Wei-Ying Ma, Jingjing Liu, Mingxuan Wang, Hao Zhou:
MemAgent: Reshaping Long-Context LLM with Multi-Conv RL-based Memory Agent. CoRR abs/2507.02259 (2025)
[i109]
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  - journals/corr/abs-2507-08920
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Changze Lv, Jiang Zhou, Siyu Long, Lihao Wang, Jiangtao Feng, Dongyu Xue, Yu Pei, Hao Wang, Zherui Zhang, Yuchen Cai, Zhiqiang Gao, Ziyuan Ma, Jiakai Hu, Chaochen Gao, Jingjing Gong, Yuxuan Song, Shuyi Zhang, Xiaoqing Zheng, Deyi Xiong, Lei Bai, Wanli Ouyang, Ya-Qin Zhang, Wei-Ying Ma, Bowen Zhou, Hao Zhou:
AMix-1: A Pathway to Test-Time Scalable Protein Foundation Model. CoRR abs/2507.08920 (2025)
[i108]
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  - journals/corr/abs-2507-11588
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Suyuan Zhao, Yizhen Luo, Ganbo Yang, Yan Zhong, Hao Zhou, Zaiqing Nie:
SToFM: a Multi-scale Foundation Model for Spatial Transcriptomics. CoRR abs/2507.11588 (2025)
[i107]
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  - journals/corr/abs-2507-11839
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Chengyue Gong, Xinshi Chen, Yuxuan Zhang, Yuxuan Song, Hao Zhou, Wenzhi Xiao:
Protenix-Mini: Efficient Structure Predictor via Compact Architecture, Few-Step Diffusion and Switchable pLM. CoRR abs/2507.11839 (2025)
[i106]
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  - journals/corr/abs-2508-02193
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Yuxuan Song, Zheng Zhang, Cheng Luo, Pengyang Gao, Fan Xia, Hao Luo, Zheng Li, Yuehang Yang, Hongli Yu, Xingwei Qu, Yuwei Fu, Jing Su, Ge Zhang, Wenhao Huang, Mingxuan Wang, Lin Yan, Xiaoying Jia, Jingjing Liu, Wei-Ying Ma, Ya-Qin Zhang, Yonghui Wu, Hao Zhou:
Seed Diffusion: A Large-Scale Diffusion Language Model with High-Speed Inference. CoRR abs/2508.02193 (2025)
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  - journals/corr/abs-2508-17345
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Yuxuan Song, Zhe Zhang, Yu Pei, Jingjing Gong, Qiying Yu, Zheng Zhang, Mingxuan Wang, Hao Zhou, Jingjing Liu, Wei-Ying Ma:
ShortListing Model: A Streamlined SimplexDiffusion for Discrete Variable Generation. CoRR abs/2508.17345 (2025)
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  - journals/corr/abs-2509-25854
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Hao Zhou, Yiyan Ma, Dan Fei, Weirong Liu, Zhengyu Zhang, Ming-Hsuan Yang, Guoyu Ma, Yunlong Lu, Ruisi He, Guoyu Wang, Cheng Li, Zhaohui Song, Bo Ai:
Delay-Doppler Domain Channel Measurements and Modeling in High-Speed Railways. CoRR abs/2509.25854 (2025)
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  - journals/corr/abs-2510-20470
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Kun Ouyang, Yuanxin Liu, Linli Yao, Yishuo Cai, Hao Zhou, Jie Zhou, Fandong Meng, Xu Sun:
Conan: Progressive Learning to Reason Like a Detective over Multi-Scale Visual Evidence. CoRR abs/2510.20470 (2025)
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  - journals/corr/abs-2511-06449
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Zhicheng Cai, Xinyuan Guo, Yu Pei, Jiangtao Feng, Jiangjie Chen, Ya-Qin Zhang, Wei-Ying Ma, Mingxuan Wang, Hao Zhou:
FLEX: Continuous Agent Evolution via Forward Learning from Experience. CoRR abs/2511.06449 (2025)
2024
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Jiahuan Li, Hao Zhou, Shujian Huang, Shanbo Cheng, Jiajun Chen:
Eliciting the Translation Ability of Large Language Models via Multilingual Finetuning with Translation Instructions. Trans. Assoc. Comput. Linguistics 12: 576-592 (2024)
[j6]
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Wenkai Yang, Deli Chen, Hao Zhou, Fandong Meng, Jie Zhou, Xu Sun:
Decentralized Decoupled Training for Federated Long-Tailed Learning. Trans. Mach. Learn. Res. 2024 (2024)
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Bin Sun, Jianfeng Li, Hao Zhou, Fandong Meng, Kan Li, Jie Zhou:
Exploring Conditional Variational Mechanism to Pinyin Input Method for Addressing One-to-Many Mappings in Low-Resource Scenarios. ACL (Short Papers) 2024: 616-629
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Cunxiao Du, Hao Zhou, Zhaopeng Tu, Jing Jiang:
Revisiting the Markov Property for Machine Translation. EACL (Findings) 2024: 582-588
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Zhiyuan Zhang, Hao Zhou, Fandong Meng, Jie Zhou, Xu Sun:
Enhancing Byzantine-Resistant Aggregations with Client Embedding. EMNLP (Findings) 2024: 5889-5896
[c101]
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Chenyang Huang, Hao Zhou, Cameron Jen, Kangjie Zheng, Osmar R. Zaïane, Lili Mou:
A Decoding Algorithm for Length-Control Summarization Based on Directed Acyclic Transformers. EMNLP (Findings) 2024: 11572-11583
[c100]
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Yuxuan Song, Jingjing Gong, Hao Zhou, Mingyue Zheng, Jingjing Liu, Wei-Ying Ma:
Unified Generative Modeling of 3D Molecules with Bayesian Flow Networks. ICLR 2024
[c99]
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Lean Wang, Wenkai Yang, Deli Chen, Hao Zhou, Yankai Lin, Fandong Meng, Jie Zhou, Xu Sun:
Towards Codable Watermarking for Injecting Multi-Bits Information to LLMs. ICLR 2024
[c98]
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Chujie Zheng, Hao Zhou, Fandong Meng, Jie Zhou, Minlie Huang:
Large Language Models Are Not Robust Multiple Choice Selectors. ICLR 2024
[c97]
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  - conf/icml/QuQSG0Z0M24
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Yanru Qu, Keyue Qiu, Yuxuan Song, Jingjing Gong, Jiawei Han, Mingyue Zheng, Hao Zhou, Wei-Ying Ma:
MolCRAFT: Structure-Based Drug Design in Continuous Parameter Space. ICML 2024: 41749-41768
[c96]
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  - conf/icml/YangZLN0DM024
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Junwei Yang, Kangjie Zheng, Siyu Long, Zaiqing Nie, Ming Zhang, Xinyu Dai, Wei-Ying Ma, Hao Zhou:
Mol-AE: Auto-Encoder Based Molecular Representation Learning With 3D Cloze Test Objective. ICML 2024: 56793-56811
[c95]
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Kangjie Zheng, Siyu Long, Tianyu Lu, Junwei Yang, Xinyu Dai, Ming Zhang, Zaiqing Nie, Wei-Ying Ma, Hao Zhou:
ESM All-Atom: Multi-Scale Protein Language Model for Unified Molecular Modeling. ICML 2024: 61432-61453
[c94]
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Chujie Zheng, Fan Yin, Hao Zhou, Fandong Meng, Jie Zhou, Kai-Wei Chang, Minlie Huang, Nanyun Peng:
On Prompt-Driven Safeguarding for Large Language Models. ICML 2024: 61593-61613
[c93]
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  - conf/kbse/HuCZM0024
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Chao Hu, Yitian Chai, Hao Zhou, Fandong Meng, Jie Zhou, Xiaodong Gu:
How Effectively Do Code Language Models Understand Poor-Readability Code? ASE 2024: 795-806
[c92]
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Yizhen Luo, Kai Yang, Massimo Hong, Xing Yi Liu, Zikun Nie, Hao Zhou, Zaiqing Nie:
Learning Multi-view Molecular Representations with Structured and Unstructured Knowledge. KDD 2024: 2082-2093
[c91]
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Yizhen Luo, Zikun Nie, Massimo Hong, Suyuan Zhao, Hao Zhou, Zaiqing Nie:
MutaPLM: Protein Language Modeling for Mutation Explanation and Engineering. NeurIPS 2024
[i101]
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  - journals/corr/abs-2401-18018
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Chujie Zheng, Fan Yin, Hao Zhou, Fandong Meng, Jie Zhou, Kai-Wei Chang, Minlie Huang, Nanyun Peng:
Prompt-Driven LLM Safeguarding via Directed Representation Optimization. CoRR abs/2401.18018 (2024)
[i100]
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  - journals/corr/abs-2402-02084
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Cunxiao Du, Hao Zhou, Zhaopeng Tu, Jing Jiang:
Revisiting the Markov Property for Machine Translation. CoRR abs/2402.02084 (2024)
[i99]
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  - journals/corr/abs-2402-14315
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Yuwei Yang, Siqi Ouyang, Xueyu Hu, Mingyue Zheng, Hao Zhou, Lei Li:
Structure-Based Drug Design via 3D Molecular Generative Pre-training and Sampling. CoRR abs/2402.14315 (2024)
[i98]
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  - journals/corr/abs-2403-03768
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Yushuai Wu, Ting Zhang, Hao Zhou, Hainan Wu, Hanwen Sunchu, Lei Hu, Xiaofang Chen, Suyuan Zhao, Gaochao Liu, Chao Sun, Jiahuan Zhang, Yizhen Luo, Peng Liu, Zaiqing Nie:
DeepCRE: Transforming Drug R&D via AI-Driven Cross-drug Response Evaluation. CoRR abs/2403.03768 (2024)
[i97]
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  - journals/corr/abs-2403-12995
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Kangjie Zheng, Siyu Long, Tianyu Lu, Junwei Yang, Xinyu Dai, Ming Zhang, Zaiqing Nie, Wei-Ying Ma, Hao Zhou:
Multi-Scale Protein Language Model for Unified Molecular Modeling. CoRR abs/2403.12995 (2024)
[i96]
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  - journals/corr/abs-2403-15441
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Yuxuan Song, Jingjing Gong, Yanru Qu, Hao Zhou, Mingyue Zheng, Jingjing Liu, Wei-Ying Ma:
Unified Generative Modeling of 3D Molecules via Bayesian Flow Networks. CoRR abs/2403.15441 (2024)
[i95]
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  - journals/corr/abs-2404-09778
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Yaohui Li, Qifeng Zhou, Haoxing Chen, Jianbing Zhang, Xinyu Dai, Hao Zhou:
The Devil is in the Few Shots: Iterative Visual Knowledge Completion for Few-shot Learning. CoRR abs/2404.09778 (2024)
[i94]
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  - journals/corr/abs-2404-12141
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Yanru Qu, Keyue Qiu, Yuxuan Song, Jingjing Gong, Jiawei Han, Mingyue Zheng, Hao Zhou, Wei-Ying Ma:
MolCRAFT: Structure-Based Drug Design in Continuous Parameter Space. CoRR abs/2404.12141 (2024)
[i93]
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  - journals/corr/abs-2406-09841
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Yizhen Luo, Kai Yang, Massimo Hong, Xing Yi Liu, Zikun Nie, Hao Zhou, Zaiqing Nie:
Learning Multi-view Molecular Representations with Structured and Unstructured Knowledge. CoRR abs/2406.09841 (2024)
[i92]
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  - journals/corr/abs-2408-11396
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Hao Zhou, Zhijun Wang, Shujian Huang, Xin Huang, Xue Han, Junlan Feng, Chao Deng, Weihua Luo, Jiajun Chen:
MoE-LPR: Multilingual Extension of Large Language Models through Mixture-of-Experts with Language Priors Routing. CoRR abs/2408.11396 (2024)
[i91]
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  - journals/corr/abs-2410-17215
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Yuxian Gu, Hao Zhou, Fandong Meng, Jie Zhou, Minlie Huang:
MiniPLM: Knowledge Distillation for Pre-Training Language Models. CoRR abs/2410.17215 (2024)
[i90]
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  - journals/corr/abs-2410-22949
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Yizhen Luo, Zikun Nie, Massimo Hong, Suyuan Zhao, Hao Zhou, Zaiqing Nie:
MutaPLM: Protein Language Modeling for Mutation Explanation and Engineering. CoRR abs/2410.22949 (2024)
[i89]
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  - journals/corr/abs-2411-00855
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Kanzhi Cheng, Yantao Li, Fangzhi Xu, Jianbing Zhang, Hao Zhou, Yang Liu:
Vision-Language Models Can Self-Improve Reasoning via Reflection. CoRR abs/2411.00855 (2024)
[i88]
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  - journals/corr/abs-2411-13280
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Keyue Qiu, Yuxuan Song, Jie Yu, Hongbo Ma, Ziyao Cao, Zhilong Zhang, Yushuai Wu, Mingyue Zheng, Hao Zhou, Wei-Ying Ma:
Structure-Based Molecule Optimization via Gradient-Guided Bayesian Update. CoRR abs/2411.13280 (2024)
[i87]
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  - journals/corr/abs-2412-07720
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Jinyi Hu, Shengding Hu, Yuxuan Song, Yufei Huang, Mingxuan Wang, Hao Zhou, Zhiyuan Liu, Wei-Ying Ma, Maosong Sun:
ACDiT: Interpolating Autoregressive Conditional Modeling and Diffusion Transformer. CoRR abs/2412.07720 (2024)
[i86]
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  - journals/corr/abs-2412-11906
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Kun Ouyang, Yuanxin Liu, Shicheng Li, Yi Liu, Hao Zhou, Fandong Meng, Jie Zhou, Xu Sun:
PunchBench: Benchmarking MLLMs in Multimodal Punchline Comprehension. CoRR abs/2412.11906 (2024)
2023
[c90]
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  - conf/acl/ZhangCZMZ023
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Zhiyuan Zhang, Deli Chen, Hao Zhou, Fandong Meng, Jie Zhou, Xu Sun:
Diffusion Theory as a Scalpel: Detecting and Purifying Poisonous Dimensions in Pre-trained Language Models Caused by Backdoor or Bias. ACL (Findings) 2023: 2495-2517
[c89]
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Zaixiang Zheng, Yi Zhou, Hao Zhou:
Deep Equilibrium Non-Autoregressive Sequence Learning. ACL (Findings) 2023: 11763-11781
[c88]
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  - conf/emnlp/WangLDCZMZS23
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Lean Wang, Lei Li, Damai Dai, Deli Chen, Hao Zhou, Fandong Meng, Jie Zhou, Xu Sun:
Label Words are Anchors: An Information Flow Perspective for Understanding In-Context Learning. EMNLP 2023: 9840-9855
[c87]
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Jiaxin Wen, Hao Zhou, Jian Guan, Jie Zhou, Minlie Huang:
Re³Dial: Retrieve, Reorganize and Rescale Conversations for Long-Turn Open-Domain Dialogue Pre-training. EMNLP 2023: 9878-9894
[c86]
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Yuanxi Li, Hao Zhou, Jie Zhou, Minlie Huang:
Multi-Source Probing for Open-Domain Conversational Understanding. EMNLP 2023: 12491-12505
[c85]
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  - conf/emnlp/BaoT0Y023
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Guangsheng Bao, Zhiyang Teng, Hao Zhou, Jianhao Yan, Yue Zhang:
Non-Autoregressive Document-Level Machine Translation. EMNLP (Findings) 2023: 14791-14803
[c84]
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Danqing Wang, Fei Ye, Hao Zhou:
On Pre-training Language Model for Antibody. ICLR 2023
[c83]
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  - conf/icml/QiangSXGGZML23
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Bo Qiang, Yuxuan Song, Minkai Xu, Jingjing Gong, Bowen Gao, Hao Zhou, Wei-Ying Ma, Yanyan Lan:
Coarse-to-Fine: a Hierarchical Diffusion Model for Molecule Generation in 3D. ICML 2023: 28277-28299
[c82]
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Chenyang Huang, Fei Huang, Zaixiang Zheng, Osmar Zaïane, Hao Zhou, Lili Mou:
Multilingual Non-Autoregressive Machine Translation without Knowledge Distillation. IJCNLP (Findings) 2023: 161-170
[c81]
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  - conf/kdd/WangWYLZ23
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Danqing Wang, Zeyu Wen, Fei Ye, Lei Li, Hao Zhou:
Accelerating Antimicrobial Peptide Discovery with Latent Structure. KDD 2023: 2243-2255
[c80]
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Zhiyuan Zhang, Deli Chen, Hao Zhou, Fandong Meng, Jie Zhou, Xu Sun:
Fed-FA: Theoretically Modeling Client Data Divergence for Federated Language Backdoor Defense. NeurIPS 2023
[c79]
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Yuxuan Song, Jingjing Gong, Minkai Xu, Ziyao Cao, Yanyan Lan, Stefano Ermon, Hao Zhou, Wei-Ying Ma:
Equivariant Flow Matching with Hybrid Probability Transport for 3D Molecule Generation. NeurIPS 2023
[i85]
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Wenkai Yang, Deli Chen, Hao Zhou, Fandong Meng, Jie Zhou, Xu Sun:
Integrating Local Real Data with Global Gradient Prototypes for Classifier Re-Balancing in Federated Long-Tailed Learning. CoRR abs/2301.10394 (2023)
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Danqing Wang, Fei Ye, Hao Zhou:
On Pre-trained Language Models for Antibody. CoRR abs/2301.12112 (2023)
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  - journals/corr/abs-2303-15520
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Yiqun Wang, Yuning Shen, Shi Chen, Lihao Wang, Fei Ye, Hao Zhou:
Learning Harmonic Molecular Representations on Riemannian Manifold. CoRR abs/2303.15520 (2023)
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  - journals/corr/abs-2305-02606
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Jiaxin Wen, Hao Zhou, Minlie Huang:
Re³Dial: Retrieve, Reorganize and Rescale Dialogue Corpus for Long-Turn Open-Domain Dialogue Pre-training. CoRR abs/2305.02606 (2023)
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  - journals/corr/abs-2305-04297
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Yijun Wang, Changzhi Sun, Yuanbin Wu, Lei Li, Junchi Yan, Hao Zhou:
HIORE: Leveraging High-order Interactions for Unified Entity Relation Extraction. CoRR abs/2305.04297 (2023)
[i80]
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Zhiyuan Zhang, Deli Chen, Hao Zhou, Fandong Meng, Jie Zhou, Xu Sun:
Diffusion Theory as a Scalpel: Detecting and Purifying Poisonous Dimensions in Pre-trained Language Models Caused by Backdoor or Bias. CoRR abs/2305.04547 (2023)
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  - journals/corr/abs-2305-13266
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Bo Qiang, Yuxuan Song, Minkai Xu, Jingjing Gong, Bowen Gao, Hao Zhou, Wei-Ying Ma, Yanyan Lan:
Coarse-to-Fine: a Hierarchical Diffusion Model for Molecule Generation in 3D. CoRR abs/2305.13266 (2023)
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  - journals/corr/abs-2305-14160
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Lean Wang, Lei Li, Damai Dai, Deli Chen, Hao Zhou, Fandong Meng, Jie Zhou, Xu Sun:
Label Words are Anchors: An Information Flow Perspective for Understanding In-Context Learning. CoRR abs/2305.14160 (2023)
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  - journals/corr/abs-2305-15083
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Jiahuan Li, Hao Zhou, Shujian Huang, Shanbo Chen, Jiajun Chen:
Eliciting the Translation Ability of Large Language Models via Multilingual Finetuning with Translation Instructions. CoRR abs/2305.15083 (2023)
[i76]
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  - journals/corr/abs-2307-15992
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Lean Wang, Wenkai Yang, Deli Chen, Hao Zhou, Yankai Lin, Fandong Meng, Jie Zhou, Xu Sun:
Towards Codable Text Watermarking for Large Language Models. CoRR abs/2307.15992 (2023)
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  - journals/corr/abs-2309-03882
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Chujie Zheng, Hao Zhou, Fandong Meng, Jie Zhou, Minlie Huang:
Large Language Models Are Not Robust Multiple Choice Selectors. CoRR abs/2309.03882 (2023)
[i74]
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  - journals/corr/abs-2311-08147
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Yi Liu, Lianzhe Huang, Shicheng Li, Sishuo Chen, Hao Zhou, Fandong Meng, Jie Zhou, Xu Sun:
RECALL: A Benchmark for LLMs Robustness against External Counterfactual Knowledge. CoRR abs/2311.08147 (2023)
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Yiming Wang, Yuxuan Song, Minkai Xu, Rui Wang, Hao Zhou, Weiying Ma:
RetroDiff: Retrosynthesis as Multi-stage Distribution Interpolation. CoRR abs/2311.14077 (2023)
[i72]
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  - journals/corr/abs-2312-07168
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Yuxuan Song, Jingjing Gong, Minkai Xu, Ziyao Cao, Yanyan Lan, Stefano Ermon, Hao Zhou, Wei-Ying Ma:
Equivariant Flow Matching with Hybrid Probability Transport. CoRR abs/2312.07168 (2023)
2022
[c78]
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  - conf/aaai/ChenGC0XL22
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Jiangjie Chen, Chun Gan, Sijie Cheng, Hao Zhou, Yanghua Xiao, Lei Li:
Unsupervised Editing for Counterfactual Stories. AAAI 2022: 10473-10481
[c77]
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Jiangjie Chen, Qiaoben Bao, Changzhi Sun, Xinbo Zhang, Jiaze Chen, Hao Zhou, Yanghua Xiao, Lei Li:
LOREN: Logic-Regularized Reasoning for Interpretable Fact Verification. AAAI 2022: 10482-10491
[c76]
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Chenyang Huang, Hao Zhou, Osmar R. Zaïane, Lili Mou, Lei Li:
Non-autoregressive Translation with Layer-Wise Prediction and Deep Supervision. AAAI 2022: 10776-10784
[c75]
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  - conf/acl/KeZLLZZH22
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Pei Ke, Hao Zhou, Yankai Lin, Peng Li, Jie Zhou, Xiaoyan Zhu, Minlie Huang:
CTRLEval: An Unsupervised Reference-Free Metric for Evaluating Controlled Text Generation. ACL (1) 2022: 2306-2319
[c74]
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Zhiyi Fu, Wangchunshu Zhou, Jingjing Xu, Hao Zhou, Lei Li:
Contextual Representation Learning beyond Masked Language Modeling. ACL (1) 2022: 2701-2714
[c73]
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Zewei Sun, Mingxuan Wang, Hao Zhou, Chengqi Zhao, Shujian Huang, Jiajun Chen, Lei Li:
Rethinking Document-level Neural Machine Translation. ACL (Findings) 2022: 3537-3548
[c72]
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Hao Sun, Guangxuan Xu, Jiawen Deng, Jiale Cheng, Chujie Zheng, Hao Zhou, Nanyun Peng, Xiaoyan Zhu, Minlie Huang:
On the Safety of Conversational Models: Taxonomy, Dataset, and Benchmark. ACL (Findings) 2022: 3906-3923
[c71]
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Jiangjie Chen, Rui Xu, Ziquan Fu, Wei Shi, Zhongqiao Li, Xinbo Zhang, Changzhi Sun, Lei Li, Yanghua Xiao, Hao Zhou:
E-KAR: A Benchmark for Rationalizing Natural Language Analogical Reasoning. ACL (Findings) 2022: 3941-3955
[c70]
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Yu Bao, Hao Zhou, Shujian Huang, Dongqi Wang, Lihua Qian, Xinyu Dai, Jiajun Chen, Lei Li:
latent-GLAT: Glancing at Latent Variables for Parallel Text Generation. ACL (1) 2022: 8398-8409
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Lan Jiang, Hao Zhou, Yankai Lin, Peng Li, Jie Zhou, Rui Jiang:
ROSE: Robust Selective Fine-tuning for Pre-trained Language Models. EMNLP 2022: 2886-2897
[c68]
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Zhenqiao Song, Hao Zhou, Lihua Qian, Jingjing Xu, Shanbo Cheng, Mingxuan Wang, Lei Li:
switch-GLAT: Multilingual Parallel Machine Translation Via Code-Switch Decoder. ICLR 2022
[c67]
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Huiyun Yang, Huadong Chen, Hao Zhou, Lei Li:
Enhancing Cross-lingual Transfer by Manifold Mixup. ICLR 2022
[c66]
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Fei Huang, Tianhua Tao, Hao Zhou, Lei Li, Minlie Huang:
On the Learning of Non-Autoregressive Transformers. ICML 2022: 9356-9376
[c65]
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Fei Huang, Hao Zhou, Yang Liu, Hang Li, Minlie Huang:
Directed Acyclic Transformer for Non-Autoregressive Machine Translation. ICML 2022: 9410-9428
[c64]
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  - conf/naacl/0013SWWXCZL22
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Yiran Chen, Zhenqiao Song, Xianze Wu, Danqing Wang, Jingjing Xu, Jiaze Chen, Hao Zhou, Lei Li:
MTG: A Benchmark Suite for Multilingual Text Generation. NAACL-HLT (Findings) 2022: 2508-2527
[c63]
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Siyu Long, Yi Zhou, Xinyu Dai, Hao Zhou:
Zero-Shot 3D Drug Design by Sketching and Generating. NeurIPS 2022
[c62]
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Lihao Wang, Yi Zhou, Yiqun Wang, Xiaoqing Zheng, Xuanjing Huang, Hao Zhou:
Regularized Molecular Conformation Fields. NeurIPS 2022
[i71]
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  - journals/corr/abs-2203-08480
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Jiangjie Chen, Rui Xu, Ziquan Fu, Wei Shi, Zhongqiao Li, Xinbo Zhang, Changzhi Sun, Lei Li, Yanghua Xiao, Hao Zhou:
E-KAR: A Benchmark for Rationalizing Natural Language Analogical Reasoning. CoRR abs/2203.08480 (2022)
[i70]
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  - journals/corr/abs-2204-00862
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Pei Ke, Hao Zhou, Yankai Lin, Peng Li, Jie Zhou, Xiaoyan Zhu, Minlie Huang:
CTRLEval: An Unsupervised Reference-Free Metric for Evaluating Controlled Text Generation. CoRR abs/2204.00862 (2022)
[i69]
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  - journals/corr/abs-2204-02030
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Yu Bao, Hao Zhou, Shujian Huang, Dongqi Wang, Lihua Qian, Xinyu Dai, Jiajun Chen, Lei Li:
latent-GLAT: Glancing at Latent Variables for Parallel Text Generation. CoRR abs/2204.02030 (2022)
[i68]
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  - journals/corr/abs-2204-04163
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Zhiyi Fu, Wangchunshu Zhou, Jingjing Xu, Hao Zhou, Lei Li:
Contextual Representation Learning beyond Masked Language Modeling. CoRR abs/2204.04163 (2022)
[i67]
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  - journals/corr/abs-2205-04182
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Huiyun Yang, Huadong Chen, Hao Zhou, Lei Li:
Enhancing Cross-lingual Transfer by Manifold Mixup. CoRR abs/2205.04182 (2022)
[i66]
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  - journals/corr/abs-2205-07459
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Fei Huang, Hao Zhou, Yang Liu, Hang Li, Minlie Huang:
Directed Acyclic Transformer for Non-Autoregressive Machine Translation. CoRR abs/2205.07459 (2022)
[i65]
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  - journals/corr/abs-2206-05975
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Fei Huang, Tianhua Tao, Hao Zhou, Lei Li, Minlie Huang:
On the Learning of Non-Autoregressive Transformers. CoRR abs/2206.05975 (2022)
[i64]
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  - journals/corr/abs-2208-07597
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Ryuichi Takanobu, Hao Zhou, Yankai Lin, Peng Li, Jie Zhou, Minlie Huang:
Manual-Guided Dialogue for Flexible Conversational Agents. CoRR abs/2208.07597 (2022)
[i63]
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  - journals/corr/abs-2209-13865
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Siyu Long, Yi Zhou, Xinyu Dai, Hao Zhou:
Zero-Shot 3D Drug Design by Sketching and Generating. CoRR abs/2209.13865 (2022)
[i62]
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  - journals/corr/abs-2210-03405
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Jiangtao Feng, Yi Zhou, Jun Zhang, Xian Qian, Liwei Wu, Zhexi Zhang, Yanming Liu, Mingxuan Wang, Lei Li, Hao Zhou:
PARAGEN : A Parallel Generation Toolkit. CoRR abs/2210.03405 (2022)
[i61]
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  - journals/corr/abs-2210-07032
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Hao Zhou, Man Lan, Yuanbin Wu, Yuefeng Chen, Meirong Ma:
Prompt-based Connective Prediction Method for Fine-grained Implicit Discourse Relation Recognition. CoRR abs/2210.07032 (2022)
[i60]
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  - journals/corr/abs-2210-09658
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Lan Jiang, Hao Zhou, Yankai Lin, Peng Li, Jie Zhou, Rui Jiang:
ROSE: Robust Selective Fine-tuning for Pre-trained Language Models. CoRR abs/2210.09658 (2022)
[i59]
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  - journals/corr/abs-2212-09450
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Danqing Wang, Zeyu Wen, Fei Ye, Hao Zhou, Lei Li:
Accelerating Antimicrobial Peptide Discovery with Latent Sequence-Structure Model. CoRR abs/2212.09450 (2022)
2021
[j5]
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  - journals/aiopen/ZhangHZKGYQSJGQ21
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Zhengyan Zhang, Xu Han, Hao Zhou, Pei Ke, Yuxian Gu, Deming Ye, Yujia Qin, Yusheng Su, Haozhe Ji, Jian Guan, Fanchao Qi, Xiaozhi Wang, Yanan Zheng, Guoyang Zeng, Huanqi Cao, Shengqi Chen, Daixuan Li, Zhenbo Sun, Zhiyuan Liu, Minlie Huang, Wentao Han, Jie Tang, Juanzi Li, Xiaoyan Zhu, Maosong Sun:
CPM: A large-scale generative Chinese Pre-trained language model. AI Open 2: 93-99 (2021)
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Xianggen Liu, Pengyong Li, Fandong Meng, Hao Zhou, Huasong Zhong, Jie Zhou, Lili Mou, Sen Song:
Simulated annealing for optimization of graphs and sequences. Neurocomputing 465: 310-324 (2021)
[c61]
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Xunpeng Huang, Runxin Xu, Hao Zhou, Zhe Wang, Zhengyang Liu, Lei Li:
ACMo: Angle-Calibrated Moment Methods for Stochastic Optimization. AAAI 2021: 7857-7864
[c60]
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  - conf/aaai/DongWZX0021
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Qianqian Dong, Mingxuan Wang, Hao Zhou, Shuang Xu, Bo Xu, Lei Li:
Consecutive Decoding for Speech-to-text Translation. AAAI 2021: 12738-12748
[c59]
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Qianqian Dong, Rong Ye, Mingxuan Wang, Hao Zhou, Shuang Xu, Bo Xu, Lei Li:
Listen, Understand and Translate: Triple Supervision Decouples End-to-end Speech-to-text Translation. AAAI 2021: 12749-12759
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  - https://dblp.org/rec/conf/acl/WangSWZLY20
Yijun Wang, Changzhi Sun, Yuanbin Wu, Hao Zhou, Lei Li, Junchi Yan:
UniRE: A Unified Label Space for Entity Relation Extraction. ACL/IJCNLP (1) 2021: 220-231
[c57]
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Lihua Qian, Hao Zhou, Yu Bao, Mingxuan Wang, Lin Qiu, Weinan Zhang, Yong Yu, Lei Li:
Glancing Transformer for Non-Autoregressive Neural Machine Translation. ACL/IJCNLP (1) 2021: 1993-2003
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Danqing Wang, Jiaze Chen, Hao Zhou, Xipeng Qiu, Lei Li:
Contrastive Aligned Joint Learning for Multilingual Summarization. ACL/IJCNLP (Findings) 2021: 2739-2750
[c55]
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  - conf/acl/SunZCGWCZL21
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Changzhi Sun, Xinbo Zhang, Jiangjie Chen, Chun Gan, Yuanbin Wu, Jiaze Chen, Hao Zhou, Lei Li:
Probabilistic Graph Reasoning for Natural Proof Generation. ACL/IJCNLP (Findings) 2021: 3140-3151
[c54]
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Jingjing Xu, Hao Zhou, Chun Gan, Zaixiang Zheng, Lei Li:
Vocabulary Learning via Optimal Transport for Neural Machine Translation. ACL/IJCNLP (1) 2021: 7361-7373
[c53]
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  - conf/eacl/WangSWZLY21
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Yijun Wang, Changzhi Sun, Yuanbin Wu, Hao Zhou, Lei Li, Junchi Yan:
ENPAR: Enhancing Entity and Entity Pair Representations for Joint Entity Relation Extraction. EACL 2021: 2877-2887
[c52]
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  - conf/emnlp/RuSFQ000021
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Dongyu Ru, Changzhi Sun, Jiangtao Feng, Lin Qiu, Hao Zhou, Weinan Zhang, Yong Yu, Lei Li:
Learning Logic Rules for Document-Level Relation Extraction. EMNLP (1) 2021: 1239-1250
[c51]
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  - conf/emnlp/ZhouHLC021
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Hao Zhou, Minlie Huang, Yong Liu, Wei Chen, Xiaoyan Zhu:
EARL: Informative Knowledge-Grounded Conversation Generation with Entity-Agnostic Representation Learning. EMNLP (1) 2021: 2383-2395
[c50]
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Yutong Xie, Chence Shi, Hao Zhou, Yuwei Yang, Weinan Zhang, Yong Yu, Lei Li:
MARS: Markov Molecular Sampling for Multi-objective Drug Discovery. ICLR 2021
[c49]
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Zaixiang Zheng, Hao Zhou, Shujian Huang, Jiajun Chen, Jingjing Xu, Lei Li:
Duplex Sequence-to-Sequence Learning for Reversible Machine Translation. NeurIPS 2021: 21070-21084
[c48]
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Danqing Wang, Jiaze Chen, Xianze Wu, Hao Zhou, Lei Li:
CNewSum: A Large-Scale Summarization Dataset with Human-Annotated Adequacy and Deducibility Level. NLPCC (1) 2021: 389-400
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Wenxian Shi, Yuxuan Song, Hao Zhou, Bohan Li, Lei Li:
Follow Your Path: A Progressive Method for Knowledge Distillation. ECML/PKDD (3) 2021: 596-611
[c46]
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Lihua Qian, Yi Zhou, Zaixiang Zheng, Yaoming Zhu, Zehui Lin, Jiangtao Feng, Shanbo Cheng, Lei Li, Mingxuan Wang, Hao Zhou:
The Volctrans GLAT System: Non-autoregressive Translation Meets WMT21. WMT@EMNLP 2021: 187-196
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Zhenqiao Song, Jiaze Chen, Hao Zhou, Lei Li:
Triangular Bidword Generation for Sponsored Search Auction. WSDM 2021: 707-715
[i58]
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  - journals/corr/abs-2101-11349
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Zhenqiao Song, Jiaze Chen, Hao Zhou, Lei Li:
Triangular Bidword Generation for Sponsored Search Auction. CoRR abs/2101.11349 (2021)
[i57]
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  - journals/corr/abs-2103-10432
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Yutong Xie, Chence Shi, Hao Zhou, Yuwei Yang, Weinan Zhang, Yong Yu, Lei Li:
MARS: Markov Molecular Sampling for Multi-objective Drug Discovery. CoRR abs/2103.10432 (2021)
[i56]
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  - journals/corr/abs-2105-03458
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Zaixiang Zheng, Hao Zhou, Shujian Huang, Jiajun Chen, Jingjing Xu, Lei Li:
Duplex Sequence-to-Sequence Learning for Reversible Machine Translation. CoRR abs/2105.03458 (2021)
[i55]
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  - journals/corr/abs-2107-02418
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Changzhi Sun, Xinbo Zhang, Jiangjie Chen, Chun Gan, Yuanbin Wu, Jiaze Chen, Hao Zhou, Lei Li:
Probabilistic Graph Reasoning for Natural Proof Generation. CoRR abs/2107.02418 (2021)
[i54]
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  - journals/corr/abs-2107-04292
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Yijun Wang, Changzhi Sun, Yuanbin Wu, Hao Zhou, Lei Li, Junchi Yan:
UniRE: A Unified Label Space for Entity Relation Extraction. CoRR abs/2107.04292 (2021)
[i53]
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  - journals/corr/abs-2107-09305
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Wenxian Shi, Yuxuan Song, Hao Zhou, Bohan Li, Lei Li:
Follow Your Path: a Progressive Method for Knowledge Distillation. CoRR abs/2107.09305 (2021)
[i52]
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  - journals/corr/abs-2108-01547
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Hao Zhou, Pei Ke, Zheng Zhang, Yuxian Gu, Yinhe Zheng, Chujie Zheng, Yida Wang, Chen Henry Wu, Hao Sun, Xiaocong Yang, Bosi Wen, Xiaoyan Zhu, Minlie Huang, Jie Tang:
EVA: An Open-Domain Chinese Dialogue System with Large-Scale Generative Pre-Training. CoRR abs/2108.01547 (2021)
[i51]
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  - journals/corr/abs-2108-07140
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Yiran Chen, Zhenqiao Song, Xianze Wu, Danqing Wang, Jingjing Xu, Jiaze Chen, Hao Zhou, Lei Li:
MTG: A Benchmarking Suite for Multilingual Text Generation. CoRR abs/2108.07140 (2021)
[i50]
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  - journals/corr/abs-2109-11247
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Lihua Qian, Yi Zhou, Zaixiang Zheng, Yaoming Zhu, Zehui Lin, Jiangtao Feng, Shanbo Cheng, Lei Li, Mingxuan Wang, Hao Zhou:
The Volctrans GLAT System: Non-autoregressive Translation Meets WMT21. CoRR abs/2109.11247 (2021)
[i49]
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  - journals/corr/abs-2110-01384
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Xianggen Liu, Pengyong Li, Fandong Meng, Hao Zhou, Huasong Zhong, Jie Zhou, Lili Mou, Sen Song:
Simulated annealing for optimization of graphs and sequences. CoRR abs/2110.01384 (2021)
[i48]
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  - journals/corr/abs-2110-07515
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Chenyang Huang, Hao Zhou, Osmar R. Zaïane, Lili Mou, Lei Li:
Non-Autoregressive Translation with Layer-Wise Prediction and Deep Supervision. CoRR abs/2110.07515 (2021)
[i47]
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  - journals/corr/abs-2110-08466
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Hao Sun, Guangxuan Xu, Jiawen Deng, Jiale Cheng, Chujie Zheng, Hao Zhou, Nanyun Peng, Xiaoyan Zhu, Minlie Huang:
On the Safety of Conversational Models: Taxonomy, Dataset, and Benchmark. CoRR abs/2110.08466 (2021)
[i46]
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  - journals/corr/abs-2110-10874
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Danqing Wang, Jiaze Chen, Xianze Wu, Hao Zhou, Lei Li:
CNewSum: A Large-scale Chinese News Summarization Dataset with Human-annotated Adequacy and Deducibility Level. CoRR abs/2110.10874 (2021)
[i45]
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  - journals/corr/abs-2111-05193
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Jingjing Xu, Wangchunshu Zhou, Zhiyi Fu, Hao Zhou, Lei Li:
A Survey on Green Deep Learning. CoRR abs/2111.05193 (2021)
[i44]
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  - journals/corr/abs-2111-05407
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Dongyu Ru, Changzhi Sun, Jiangtao Feng, Lin Qiu, Hao Zhou, Weinan Zhang, Yong Yu, Lei Li:
Learning Logic Rules for Document-level Relation Extraction. CoRR abs/2111.05407 (2021)
[i43]
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  - journals/corr/abs-2112-05417
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Jiangjie Chen, Chun Gan, Sijie Cheng, Hao Zhou, Yanghua Xiao, Lei Li:
Unsupervised Editing for Counterfactual Stories. CoRR abs/2112.05417 (2021)
2020
[c44]
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  - conf/aaai/SongXY0S020
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Yuxuan Song, Minkai Xu, Lantao Yu, Hao Zhou, Shuo Shao, Yong Yu:
Infomax Neural Joint Source-Channel Coding via Adversarial Bit Flip. AAAI 2020: 5834-5841
[c43]
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  - conf/aaai/Wu00ZY20
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Qingyang Wu, Lei Li, Hao Zhou, Ying Zeng, Zhou Yu:
Importance-Aware Learning for Neural Headline Editing. AAAI 2020: 9282-9289
[c42]
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  - conf/aaai/YangW0Z00020
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Jiacheng Yang, Mingxuan Wang, Hao Zhou, Chengqi Zhao, Weinan Zhang, Yong Yu, Lei Li:
Towards Making the Most of BERT in Neural Machine Translation. AAAI 2020: 9378-9385
[c41]
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  - conf/acl/XuCWCZZWCYZJWL20
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Runxin Xu, Jun Cao, Mingxuan Wang, Jiaze Chen, Hao Zhou, Ying Zeng, Yuping Wang, Li Chen, Xiang Yin, Xijin Zhang, Songcheng Jiang, Yuxuan Wang, Lei Li:
Xiaomingbot: A Multilingual Robot News Reporter. ACL (demo) 2020: 1-8
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  - conf/acl/LiuMMZZS20
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Xianggen Liu, Lili Mou, Fandong Meng, Hao Zhou, Jie Zhou, Sen Song:
Unsupervised Paraphrasing by Simulated Annealing. ACL 2020: 302-312
[c39]
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  - conf/acl/MiaoSZL20
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Ning Miao, Yuxuan Song, Hao Zhou, Lei Li:
Do you have the right scissors? Tailoring Pre-trained Language Models via Monte-Carlo Methods. ACL 2020: 3436-3441
[c38]
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  - conf/acl/ZhouZHHZ20
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Hao Zhou, Chujie Zheng, Kaili Huang, Minlie Huang, Xiaoyan Zhu:
KdConv: A Chinese Multi-domain Dialogue Dataset Towards Multi-turn Knowledge-driven Conversation. ACL 2020: 7098-7108
[c37]
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  - conf/aistats/SongMZYW020
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Yuxuan Song, Ning Miao, Hao Zhou, Lantao Yu, Mingxuan Wang, Lei Li:
Improving Maximum Likelihood Training for Text Generation with Density Ratio Estimation. AISTATS 2020: 122-132
[c36]
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  - conf/emnlp/LinPWQFZL20
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Zehui Lin, Xiao Pan, Mingxuan Wang, Xipeng Qiu, Jiangtao Feng, Hao Zhou, Lei Li:
Pre-training Multilingual Neural Machine Translation by Leveraging Alignment Information. EMNLP (1) 2020: 2649-2663
[c35]
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  - conf/emnlp/RuFQZW00020
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Dongyu Ru, Jiangtao Feng, Lin Qiu, Hao Zhou, Mingxuan Wang, Weinan Zhang, Yong Yu, Lei Li:
Active Sentence Learning by Adversarial Uncertainty Sampling in Discrete Space. EMNLP (Findings) 2020: 4908-4917
[c34]
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  - conf/emnlp/LiZHWYL20
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Bohan Li, Hao Zhou, Junxian He, Mingxuan Wang, Yiming Yang, Lei Li:
On the Sentence Embeddings from Pre-trained Language Models. EMNLP (1) 2020: 9119-9130
[c33]
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  - conf/iclr/YeS0W020
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Rong Ye, Wenxian Shi, Hao Zhou, Zhongyu Wei, Lei Li:
Variational Template Machine for Data-to-Text Generation. ICLR 2020
[c32]
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  - conf/iclr/Zheng0H0DC20
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Zaixiang Zheng, Hao Zhou, Shujian Huang, Lei Li, Xin-Yu Dai, Jiajun Chen:
Mirror-Generative Neural Machine Translation. ICLR 2020
[c31]
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  - conf/icml/ShiZM020
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Wenxian Shi, Hao Zhou, Ning Miao, Lei Li:
Dispersed Exponential Family Mixture VAEs for Interpretable Text Generation. ICML 2020: 8840-8851
[c30]
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  - conf/sigir/RuWQZL0020
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Dongyu Ru, Zhenghui Wang, Lin Qiu, Hao Zhou, Lei Li, Weinan Zhang, Yong Yu:
QuAChIE: Question Answering based Chinese Information Extraction System. SIGIR 2020: 2177-2180
[c29]
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  - conf/wmt/MengYLGZZLCZLZ20
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Fandong Meng, Jianhao Yan, Yijin Liu, Yuan Gao, Xianfeng Zeng, Qinsong Zeng, Peng Li, Ming Chen, Jie Zhou, Sifan Liu, Hao Zhou:
WeChat Neural Machine Translation Systems for WMT20. WMT@EMNLP 2020: 239-247
[i42]
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  - journals/corr/abs-2002-01127
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Rong Ye, Wenxian Shi, Hao Zhou, Zhongyu Wei, Lei Li:
Variational Template Machine for Data-to-Text Generation. CoRR abs/2002.01127 (2020)
[i41]
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  - journals/corr/abs-2004-01454
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Yuxuan Song, Minkai Xu, Lantao Yu, Hao Zhou, Shuo Shao, Yong Yu:
Infomax Neural Joint Source-Channel Coding via Adversarial Bit Flip. CoRR abs/2004.01454 (2020)
[i40]
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  - journals/corr/abs-2004-04100
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Hao Zhou, Chujie Zheng, Kaili Huang, Minlie Huang, Xiaoyan Zhu:
KdConv: A Chinese Multi-domain Dialogue Dataset Towards Multi-turn Knowledge-driven Conversation. CoRR abs/2004.04100 (2020)
[i39]
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  - journals/corr/abs-2004-08046
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Dongyu Ru, Yating Luo, Lin Qiu, Hao Zhou, Lei Li, Weinan Zhang, Yong Yu:
Active Sentence Learning by Adversarial Uncertainty Sampling in Discrete Space. CoRR abs/2004.08046 (2020)
[i38]
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  - journals/corr/abs-2006-07037
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Xunpeng Huang, Hao Zhou, Runxin Xu, Zhe Wang, Lei Li:
Adaptive Gradient Methods Can Be Provably Faster than SGD after Finite Epochs. CoRR abs/2006.07037 (2020)
[i37]
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  - journals/corr/abs-2006-07065
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Xunpeng Huang, Runxin Xu, Hao Zhou, Zhe Wang, Zhengyang Liu, Lei Li:
ACMo: Angle-Calibrated Moment Methods for Stochastic Optimization. CoRR abs/2006.07065 (2020)
[i36]
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  - journals/corr/abs-2007-06018
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Yuxuan Song, Ning Miao, Hao Zhou, Lantao Yu, Mingxuan Wang, Lei Li:
Improving Maximum Likelihood Training for Text Generation with Density Ratio Estimation. CoRR abs/2007.06018 (2020)
[i35]
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  - journals/corr/abs-2007-06162
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Ning Miao, Yuxuan Song, Hao Zhou, Lei Li:
Do You Have the Right Scissors? Tailoring Pre-trained Language Models via Monte-Carlo Methods. CoRR abs/2007.06162 (2020)
[i34]
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  - journals/corr/abs-2007-06174
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Huangzhao Zhang, Hao Zhou, Ning Miao, Lei Li:
Generating Fluent Adversarial Examples for Natural Languages. CoRR abs/2007.06174 (2020)
[i33]
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  - journals/corr/abs-2007-08005
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Runxin Xu, Jun Cao, Mingxuan Wang, Jiaze Chen, Hao Zhou, Ying Zeng, Yuping Wang, Li Chen, Xiang Yin, Xijin Zhang, Songcheng Jiang, Yuxuan Wang, Lei Li:
Xiaomingbot: A Multilingual Robot News Reporter. CoRR abs/2007.08005 (2020)
[i32]
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  - journals/corr/abs-2008-07905
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Lihua Qian, Hao Zhou, Yu Bao, Mingxuan Wang, Lin Qiu, Weinan Zhang, Yong Yu, Lei Li:
Glancing Transformer for Non-Autoregressive Neural Machine Translation. CoRR abs/2008.07905 (2020)
[i31]
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  - journals/corr/abs-2009-09704
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Qianqian Dong, Mingxuan Wang, Hao Zhou, Shuang Xu, Bo Xu, Lei Li:
TED: Triple Supervision Decouples End-to-end Speech-to-text Translation. CoRR abs/2009.09704 (2020)
[i30]
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  - journals/corr/abs-2009-09737
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Qianqian Dong, Mingxuan Wang, Hao Zhou, Shuang Xu, Bo Xu, Lei Li:
SDST: Successive Decoding for Speech-to-text Translation. CoRR abs/2009.09737 (2020)
[i29]
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  - journals/corr/abs-2010-00247
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Fandong Meng, Jianhao Yan, Yijin Liu, Yuan Gao, Xianfeng Zeng, Qinsong Zeng, Peng Li, Ming Chen, Jie Zhou, Sifan Liu, Hao Zhou:
WeChat Neural Machine Translation Systems for WMT20. CoRR abs/2010.00247 (2020)
[i28]
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  - journals/corr/abs-2010-03142
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Zehui Lin, Xiao Pan, Mingxuan Wang, Xipeng Qiu, Jiangtao Feng, Hao Zhou, Lei Li:
Pre-training Multilingual Neural Machine Translation by Leveraging Alignment Information. CoRR abs/2010.03142 (2020)
[i27]
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  - journals/corr/abs-2010-08961
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Zewei Sun, Mingxuan Wang, Hao Zhou, Chengqi Zhao, Shujian Huang, Jiajun Chen, Lei Li:
Capturing Longer Context for Document-level Neural Machine Translation: A Multi-resolutional Approach. CoRR abs/2010.08961 (2020)
[i26]
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  - journals/corr/abs-2011-05864
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Bohan Li, Hao Zhou, Junxian He, Mingxuan Wang, Yiming Yang, Lei Li:
On the Sentence Embeddings from Pre-trained Language Models. CoRR abs/2011.05864 (2020)
[i25]
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  - journals/corr/abs-2012-00413
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Zhengyan Zhang, Xu Han, Hao Zhou, Pei Ke, Yuxian Gu, Deming Ye, Yujia Qin, YuSheng Su, Haozhe Ji, Jian Guan, Fanchao Qi, Xiaozhi Wang, Yanan Zheng, Guoyang Zeng, Huanqi Cao, Shengqi Chen, Daixuan Li, Zhenbo Sun, Zhiyuan Liu, Minlie Huang, Wentao Han, Jie Tang, Juanzi Li, Xiaoyan Zhu, Maosong Sun:
CPM: A Large-scale Generative Chinese Pre-trained Language Model. CoRR abs/2012.00413 (2020)
[i24]
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  - journals/corr/abs-2012-02975
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Minkai Xu, Mingxuan Wang, Zhouhan Lin, Hao Zhou, Weinan Zhang, Lei Li:
Reciprocal Supervised Learning Improves Neural Machine Translation. CoRR abs/2012.02975 (2020)
[i23]
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  - journals/corr/abs-2012-13577
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Jiangjie Chen, Qiaoben Bao, Jiaze Chen, Changzhi Sun, Hao Zhou, Yanghua Xiao, Lei Li:
LOREN: Logic Enhanced Neural Reasoning for Fact Verification. CoRR abs/2012.13577 (2020)
[i22]
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  - journals/corr/abs-2012-15671
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Jingjing Xu, Hao Zhou, Chun Gan, Zaixiang Zheng, Lei Li:
VOLT: Improving Vocabularization via Optimal Transport for Machine Translation. CoRR abs/2012.15671 (2020)

2010 – 2019

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What is the meaning of the colors in the publication lists?

2019
[c28]
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Ning Miao, Hao Zhou, Lili Mou, Rui Yan, Lei Li:
CGMH: Constrained Sentence Generation by Metropolis-Hastings Sampling. AAAI 2019: 6834-6842
[c27]
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Bingzhen Wei, Mingxuan Wang, Hao Zhou, Junyang Lin, Xu Sun:
Imitation Learning for Non-Autoregressive Neural Machine Translation. ACL (1) 2019: 1304-1312
[c26]
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Huangzhao Zhang, Hao Zhou, Ning Miao, Lei Li:
Generating Fluent Adversarial Examples for Natural Languages. ACL (1) 2019: 5564-5569
[c25]
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  - conf/acl/BaoZHLMVDC19
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Yu Bao, Hao Zhou, Shujian Huang, Lei Li, Lili Mou, Olga Vechtomova, Xin-Yu Dai, Jiajun Chen:
Generating Sentences from Disentangled Syntactic and Semantic Spaces. ACL (1) 2019: 6008-6019
[c24]
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  - conf/acl/QiuXQZLZY19
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Lin Qiu, Yunxuan Xiao, Yanru Qu, Hao Zhou, Lei Li, Weinan Zhang, Yong Yu:
Dynamically Fused Graph Network for Multi-hop Reasoning. ACL (1) 2019: 6140-6150
[c23]
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Lili Mou, Hao Zhou, Lei Li:
Discreteness in Neural Natural Language Processing. EMNLP/IJCNLP (2) 2019
[c22]
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  - conf/icassp/WeiLMZPLJ19
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Bolin Wei, Shuai Lu, Lili Mou, Hao Zhou, Pascal Poupart, Ge Li, Zhi Jin:
Why Do Neural Dialog Systems Generate Short and Meaningless Replies? a Comparison between Dialog and Translation. ICASSP 2019: 7290-7294
[c21]
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  - conf/ijcai/WengZHLXC19
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Rongxiang Weng, Hao Zhou, Shujian Huang, Lei Li, Yifan Xia, Jiajun Chen:
Correct-and-Memorize: Learning to Translate from Interactive Revisions. IJCAI 2019: 5255-5263
[c20]
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  - conf/ijcai/SunCZZLJ19
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Zhaoyue Sun, Jiaze Chen, Hao Zhou, Deyu Zhou, Lei Li, Mingmin Jiang:
GraspSnooker: Automatic Chinese Commentary Generation for Snooker Videos. IJCAI 2019: 6569-6571
[c19]
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  - conf/inlg/FuZCL19
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Yao Fu, Hao Zhou, Jiaze Chen, Lei Li:
Rethinking Text Attribute Transfer: A Lexical Analysis. INLG 2019: 24-33
[c18]
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  - conf/naacl/BahuleyanMZV19
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Hareesh Bahuleyan, Lili Mou, Hao Zhou, Olga Vechtomova:
Stochastic Wasserstein Autoencoder for Probabilistic Sentence Generation. NAACL-HLT (1) 2019: 4068-4076
[c17]
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  - conf/nips/MiaoZZSL19
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Ning Miao, Hao Zhou, Chengqi Zhao, Wenxian Shi, Lei Li:
Kernelized Bayesian Softmax for Text Generation. NeurIPS 2019: 12487-12497
[c16]
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  - conf/www/ZhouHMZSZ19
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Hao Zhou, Minlie Huang, Yishun Mao, Changlei Zhu, Peng Shu, Xiaoyan Zhu:
Domain-Constrained Advertising Keyword Generation. WWW 2019: 2448-2459
[i21]
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  - journals/corr/abs-1902-10374
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Hao Zhou, Minlie Huang, Yishun Mao, Changlei Zhu, Peng Shu, Xiaoyan Zhu:
Domain-Constrained Advertising Keyword Generation. CoRR abs/1902.10374 (2019)
[i20]
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  - journals/corr/abs-1905-06933
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Yunxuan Xiao, Yanru Qu, Lin Qiu, Hao Zhou, Lei Li, Weinan Zhang, Yong Yu:
Dynamically Fused Graph Network for Multi-hop Reasoning. CoRR abs/1905.06933 (2019)
[i19]
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  - journals/corr/abs-1906-02041
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Bingzhen Wei, Mingxuan Wang, Hao Zhou, Junyang Lin, Xu Sun:
Imitation Learning for Non-Autoregressive Neural Machine Translation. CoRR abs/1906.02041 (2019)
[i18]
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  - journals/corr/abs-1906-06719
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Wenxian Shi, Hao Zhou, Ning Miao, Shenjian Zhao, Lei Li:
Fixing Gaussian Mixture VAEs for Interpretable Text Generation. CoRR abs/1906.06719 (2019)
[i17]
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  - journals/corr/abs-1907-03468
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Rongxiang Weng, Hao Zhou, Shujian Huang, Lei Li, Yifan Xia, Jiajun Chen:
Correct-and-Memorize: Learning to Translate from Interactive Revisions. CoRR abs/1907.03468 (2019)
[i16]
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  - journals/corr/abs-1907-05789
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Yu Bao, Hao Zhou, Shujian Huang, Lei Li, Lili Mou, Olga Vechtomova, Xinyu Dai, Jiajun Chen:
Generating Sentences from Disentangled Syntactic and Semantic Spaces. CoRR abs/1907.05789 (2019)
[i15]
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  - journals/corr/abs-1908-05672
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Jiacheng Yang, Mingxuan Wang, Hao Zhou, Chengqi Zhao, Yong Yu, Weinan Zhang, Lei Li:
Towards Making the Most of BERT in Neural Machine Translation. CoRR abs/1908.05672 (2019)
[i14]
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  - journals/corr/abs-1909-03588
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Xianggen Liu, Lili Mou, Fandong Meng, Hao Zhou, Jie Zhou, Sen Song:
Unsupervised Paraphrasing by Simulated Annealing. CoRR abs/1909.03588 (2019)
[i13]
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  - journals/corr/abs-1909-12335
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Yao Fu, Hao Zhou, Jiaze Chen, Lei Li:
Rethinking Text Attribute Transfer: A Lexical Analysis. CoRR abs/1909.12335 (2019)
[i12]
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  - journals/corr/abs-1911-00274
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Ning Miao, Hao Zhou, Chengqi Zhao, Wenxian Shi, Lei Li:
Kernelized Bayesian Softmax for Text Generation. CoRR abs/1911.00274 (2019)
[i11]
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  - journals/corr/abs-1911-10677
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Yu Bao, Hao Zhou, Jiangtao Feng, Mingxuan Wang, Shujian Huang, Jiajun Chen, Lei Li:
Non-autoregressive Transformer by Position Learning. CoRR abs/1911.10677 (2019)
[i10]
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  - journals/corr/abs-1912-01114
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Qingyang Wu, Lei Li, Hao Zhou, Ying Zeng, Zhou Yu:
Importance-Aware Learning for Neural Headline Editing. CoRR abs/1912.01114 (2019)
2018
[j3]
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Zaixiang Zheng, Hao Zhou, Shujian Huang, Lili Mou, Xinyu Dai, Jiajun Chen, Zhaopeng Tu:
Modeling Past and Future for Neural Machine Translation. Trans. Assoc. Comput. Linguistics 6: 145-157 (2018)
[c15]
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Hao Zhou, Minlie Huang, Tianyang Zhang, Xiaoyan Zhu, Bing Liu:
Emotional Chatting Machine: Emotional Conversation Generation with Internal and External Memory. AAAI 2018: 730-739
[c14]
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  - conf/aaai/YoungCCZBH18
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Tom Young, Erik Cambria, Iti Chaturvedi, Hao Zhou, Subham Biswas, Minlie Huang:
Augmenting End-to-End Dialogue Systems With Commonsense Knowledge. AAAI 2018: 4970-4977
[c13]
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Haoyue Shi, Hao Zhou, Jiaze Chen, Lei Li:
On Tree-Based Neural Sentence Modeling. EMNLP 2018: 4631-4641
[c12]
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Hao Zhou, Tom Young, Minlie Huang, Haizhou Zhao, Jingfang Xu, Xiaoyan Zhu:
Commonsense Knowledge Aware Conversation Generation with Graph Attention. IJCAI 2018: 4623-4629
[c11]
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  - conf/lrec/DouZHDC18
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Zi-Yi Dou, Hao Zhou, Shujian Huang, Xin-Yu Dai, Jiajun Chen:
Dynamic Oracle for Neural Machine Translation in Decoding Phase. LREC 2018
[c10]
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  - conf/nips/CaoWLZLL18
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Wei Cao, Dong Wang, Jian Li, Hao Zhou, Lei Li, Yitan Li:
BRITS: Bidirectional Recurrent Imputation for Time Series. NeurIPS 2018: 6776-6786
[i9]
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  - journals/corr/abs-1805-10572
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Wei Cao, Dong Wang, Jian Li, Hao Zhou, Lei Li, Yitan Li:
BRITS: Bidirectional Recurrent Imputation for Time Series. CoRR abs/1805.10572 (2018)
[i8]
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  - journals/corr/abs-1806-08462
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Hareesh Bahuleyan, Lili Mou, Kartik Vamaraju, Hao Zhou, Olga Vechtomova:
Probabilistic Natural Language Generation with Wasserstein Autoencoders. CoRR abs/1806.08462 (2018)
[i7]
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  - journals/corr/abs-1808-09644
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Haoyue Shi, Hao Zhou, Jiaze Chen, Lei Li:
On Tree-Based Neural Sentence Modeling. CoRR abs/1808.09644 (2018)
[i6]
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  - journals/corr/abs-1811-10996
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Ning Miao, Hao Zhou, Lili Mou, Rui Yan, Lei Li:
CGMH: Constrained Sentence Generation by Metropolis-Hastings Sampling. CoRR abs/1811.10996 (2018)
2017
[j2]
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  - journals/jair/ZhouZCHDC17
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  - https://dblp.org/rec/journals/jair/ZhouZCHDC17
Hao Zhou, Yue Zhang, Chuan Cheng, Shujian Huang, Xinyu Dai, Jiajun Chen:
A Neural Probabilistic Structured-Prediction Method for Transition-Based Natural Language Processing. J. Artif. Intell. Res. 58: 703-729 (2017)
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Hao Zhou, Zhaopeng Tu, Shujian Huang, Xiaohua Liu, Hang Li, Jiajun Chen:
Chunk-Based Bi-Scale Decoder for Neural Machine Translation. ACL (2) 2017: 580-586
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Hao Zhou, Zhenting Yu, Yue Zhang, Shujian Huang, Xin-Yu Dai, Jiajun Chen:
Word-Context Character Embeddings for Chinese Word Segmentation. EMNLP 2017: 760-766
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Minlie Huang, Zuoxian Ye, Hao Zhou:
Overview of the NLPCC 2017 Shared Task: Emotion Generation Challenge. NLPCC 2017: 926-936
[c6]
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Haizhou Zhao, Yi Du, Hang Li, Qiao Qian, Hao Zhou, Minlie Huang, Jingfang Xu:
SG01 at the NTCIR-13 STC-2 Task. NTCIR 2017
[i5]
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Hao Zhou, Minlie Huang, Tianyang Zhang, Xiaoyan Zhu, Bing Liu:
Emotional Chatting Machine: Emotional Conversation Generation with Internal and External Memory. CoRR abs/1704.01074 (2017)
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Hao Zhou, Zhaopeng Tu, Shujian Huang, Xiaohua Liu, Hang Li, Jiajun Chen:
Chunk-Based Bi-Scale Decoder for Neural Machine Translation. CoRR abs/1705.01452 (2017)
[i3]
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Zi-Yi Dou, Hao Zhou, Shujian Huang, Xin-Yu Dai, Jiajun Chen:
Dynamic Oracle for Neural Machine Translation in Decoding Phase. CoRR abs/1709.06265 (2017)
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Zaixiang Zheng, Hao Zhou, Shujian Huang, Lili Mou, Xinyu Dai, Jiajun Chen, Zhaopeng Tu:
Modeling Past and Future for Neural Machine Translation. CoRR abs/1711.09502 (2017)
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Bolin Wei, Shuai Lu, Lili Mou, Hao Zhou, Pascal Poupart, Ge Li, Zhi Jin:
Why Do Neural Dialog Systems Generate Short and Meaningless Replies? A Comparison between Dialog and Translation. CoRR abs/1712.02250 (2017)
2016
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Hao Zhou, Shujian Huang, Junsheng Zhou, Yue Zhang, Huadong Chen, Xinyu Dai, Chuan Cheng, Jiajun Chen:
Enhancing Shift-Reduce Constituent Parsing with Action N-Gram Model. ACM Trans. Asian Low Resour. Lang. Inf. Process. 15(3): 13:1-13:17 (2016)
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Hao Zhou, Yue Zhang, Shujian Huang, Junsheng Zhou, Xinyu Dai, Jiajun Chen:
A Search-Based Dynamic Reranking Model for Dependency Parsing. ACL (1) 2016
[c4]
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Hao Zhou, Minlie Huang, Xiaoyan Zhu:
Context-aware Natural Language Generation for Spoken Dialogue Systems. COLING 2016: 2032-2041
[c3]
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Hao Zhou, Yue Zhang, Shujian Huang, Xinyu Dai, Jiajun Chen:
Evaluating a Deterministic Shift-Reduce Neural Parser for Constituent Parsing. LREC 2016
2015
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Hao Zhou, Yue Zhang, Shujian Huang, Jiajun Chen:
A Neural Probabilistic Structured-Prediction Model for Transition-Based Dependency Parsing. ACL (1) 2015: 1213-1222
2012
[c1]
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  - conf/acl-sighan/XiLTHZZDC12
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Ning Xi, Bin Li, Guangchao Tang, Shujian Huang, Yinggong Zhao, Hao Zhou, Xinyu Dai, Jiajun Chen:
Adapting Conventional Chinese Word Segmenter for Segmenting Micro-blog Text: Combining Rule-based and Statistic-based Approaches. CIPS-SIGHAN 2012: 63-68

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