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ORCIDXu Sun 0001
Person information
- affiliation: Peking University, School of EECS, MOE Key Lab of Computational Linguistics, China
- affiliation (PhD 2010): University of Tokyo, Japan
Other persons with the same name
- Xu Sun — disambiguation page
- Xu Sun 0002
![[0000-0002-2340-7095]](https://dblp1.uni-trier.de/img/orcid-mark.12x12.png "0000-0002-2340-7095")
— University of Nottingham Ningbo, Faculty of Engineering, China (and 1 more) - Xu Sun 0003 — Xi'an Jiaotong-Liverpool University, Department of Mathematical Sciences, China
- Xu Sun 0004 — Columbia University, Department of Industrial Engineering and Operations Research, New York, NY, USA
- Xu Sun 0005 — Chinese Academy of Sciences, Institute of Remote Sensing and Digital Earth, Beijing, China
- Xu Sun 0006 — University of Hong Kong, Hong Kong (and 2 more)
- Xu Sun 0007 — Hangzhou Applied Acoustics Research Institute, China
- Xu Sun 0008 — Royal Institute of Technology, KTH, Kista, Sweden
- Xu Sun 0009 — Nanjing University, State Key Laboratory for Novel Software Technology, China
- Xu Sun 0010 — Wuhan University, School of Cyber Science and Engineering, China
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Journal Articles
- 2023
[j17]Zhiyuan Zhang, Wei Li, Ruihan Bao, Keiko Harimoto, Yunfang Wu, Xu Sun:
ASAT: Adaptively scaled adversarial training in time series. Neurocomputing 522: 11-23 (2023)- [j16]Fenglin Liu, Tingting Zhu, Xian Wu, Bang Yang, Chenyu You, Chenyang Wang, Lei Lu, Zhangdaihong Liu, Yefeng Zheng, Xu Sun, Yang Yang, Lei A. Clifton, David A. Clifton:
A medical multimodal large language model for future pandemics. npj Digit. Medicine 6 (2023) - 2022
- [j15]Fenglin Liu, Xian Wu, Chenyu You, Shen Ge, Yuexian Zou, Xu Sun:
Aligning Source Visual and Target Language Domains for Unpaired Video Captioning. IEEE Trans. Pattern Anal. Mach. Intell. 44(12): 9255-9268 (2022) - [j14]Yi Zhang, Lei Li, Yunfang Wu, Qi Su, Xu Sun:
Alleviating the Knowledge-Language Inconsistency: A Study for Deep Commonsense Knowledge. IEEE ACM Trans. Audio Speech Lang. Process. 30: 594-604 (2022) - [j13]Fenglin Liu, Xian Wu, Shen Ge, Xuancheng Ren, Wei Fan, Xu Sun, Yuexian Zou:
DiMBERT: Learning Vision-Language Grounded Representations with Disentangled Multimodal-Attention. ACM Trans. Knowl. Discov. Data 16(1): 1:1-1:19 (2022) - 2021
- [j12]Zhiyuan Zhang, Ruixuan Luo, Xuancheng Ren, Qi Su, Liangyou Li, Xu Sun:
Adversarial parameter defense by multi-step risk minimization. Neural Networks 144: 154-163 (2021) - 2020
- [j11]Zhiyuan Zhang, Pengcheng Yang, Xuancheng Ren, Qi Su, Xu Sun:
Memorized sparse backpropagation. Neurocomputing 415: 397-407 (2020) - [j10]Xu Sun, Xuancheng Ren, Shuming Ma, Bingzhen Wei, Wei Li, Jingjing Xu, Houfeng Wang, Yi Zhang:
Training Simplification and Model Simplification for Deep Learning : A Minimal Effort Back Propagation Method. IEEE Trans. Knowl. Data Eng. 32(2): 374-387 (2020) - 2019
- [j9]Xu Sun, Shuming Ma, Yi Zhang, Xuancheng Ren:
Towards easier and faster sequence labeling for natural language processing: A search-based probabilistic online learning framework (SAPO). Inf. Sci. 478: 303-317 (2019) - [j8]Bingzhen Wei, Xuancheng Ren, Yi Zhang, Xiaoyan Cai, Qi Su, Xu Sun:
Regularizing Output Distribution of Abstractive Chinese Social Media Text Summarization for Improved Semantic Consistency. ACM Trans. Asian Low Resour. Lang. Inf. Process. 18(3): 31:1-31:15 (2019) - 2018
- [j7]Jingjing Xu, Hangfeng He, Xu Sun, Xuancheng Ren, Sujian Li:
Cross-Domain and Semisupervised Named Entity Recognition in Chinese Social Media: A Unified Model. IEEE ACM Trans. Audio Speech Lang. Process. 26(11): 2142-2152 (2018) - 2014
- [j6]Xu Sun, Wenjie Li, Houfeng Wang, Qin Lu:
Feature-Frequency-Adaptive On-line Training for Fast and Accurate Natural Language Processing. Comput. Linguistics 40(3): 563-586 (2014) - 2013
- [j5]Xu Sun, Yao-zhong Zhang, Takuya Matsuzaki, Yoshimasa Tsuruoka, Jun'ichi Tsujii:
Probabilistic Chinese word segmentation with non-local information and stochastic training. Inf. Process. Manag. 49(3): 626-636 (2013) - [j4]Xu Sun, Naoaki Okazaki, Jun'ichi Tsujii, Houfeng Wang:
Learning Abbreviations from Chinese and English Terms by Modeling Non-Local Information. ACM Trans. Asian Lang. Inf. Process. 12(2): 5:1-5:17 (2013) - [j3]Xu Sun, Takuya Matsuzaki, Wenjie Li:
Latent Structured Perceptrons for Large-Scale Learning with Hidden Information. IEEE Trans. Knowl. Data Eng. 25(9): 2063-2075 (2013) - [j2]Xu Sun, Hisashi Kashima, Naonori Ueda:
Large-Scale Personalized Human Activity Recognition Using Online Multitask Learning. IEEE Trans. Knowl. Data Eng. 25(11): 2551-2563 (2013) - 2008
- [j1]Xu Sun, Houfeng Wang, Bo Wang:
Predicting Chinese Abbreviations from Definitions: An Empirical Learning Approach Using Support Vector Regression. J. Comput. Sci. Technol. 23(4): 602-611 (2008)
Conference and Workshop Papers
- 2023
- [c138]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 - [c137]Yi Liu, Xiaohan Bi, Lei Li, Sishuo Chen, Wenkai Yang, Xu Sun:
Communication Efficient Federated Learning for Multilingual Neural Machine Translation with Adapter. ACL (Findings) 2023: 5315-5328 - [c136]Bang Yang, Fenglin Liu, Xian Wu, Yaowei Wang, Xu Sun, Yuexian Zou:
MultiCapCLIP: Auto-Encoding Prompts for Zero-Shot Multilingual Visual Captioning. ACL (1) 2023: 11908-11922 - [c135]Sishuo Chen, Wenkai Yang, Xiaohan Bi, Xu Sun:
Fine-Tuning Deteriorates General Textual Out-of-Distribution Detection by Distorting Task-Agnostic Features. EACL (Findings) 2023: 552-567 - [c134]Shuhuai Ren, Sishuo Chen, Shicheng Li, Xu Sun, Lu Hou:
TESTA: Temporal-Spatial Token Aggregation for Long-form Video-Language Understanding. EMNLP (Findings) 2023: 932-947 - [c133]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 - [c132]Lei Li, Jingjing Xu, Qingxiu Dong, Ce Zheng, Xu Sun, Lingpeng Kong, Qi Liu:
Can Language Models Understand Physical Concepts? EMNLP 2023: 11843-11861 - [c131]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 - [c130]Shuhuai Ren, Aston Zhang, Yi Zhu, Shuai Zhang, Shuai Zheng, Mu Li, Alexander J. Smola, Xu Sun:
Prompt Pre-Training with Twenty-Thousand Classes for Open-Vocabulary Visual Recognition. NeurIPS 2023 - 2022
- [c129]Guangxiang Zhao, Wenkai Yang, Xuancheng Ren, Lei Li, Yunfang Wu, Xu Sun:
Well-Classified Examples Are Underestimated in Classification with Deep Neural Networks. AAAI 2022: 9180-9189 - [c128]Shaoxiong Feng, Xuancheng Ren, Kan Li, Xu Sun:
Hierarchical Inductive Transfer for Continual Dialogue Learning. ACL (Findings) 2022: 693-699 - [c127]Xiuyu Wu, Jingsong Yu, Xu Sun, Yunfang Wu:
Position Offset Label Prediction for Grammatical Error Correction. COLING 2022: 5409-5418 - [c126]Zhiyuan Zhang, Qi Su, Xu Sun:
Dim-Krum: Backdoor-Resistant Federated Learning for NLP with Dimension-wise Krum-Based Aggregation. EMNLP (Findings) 2022: 339-354 - [c125]Zhiyuan Zhang, Lingjuan Lyu, Xingjun Ma, Chenguang Wang, Xu Sun:
Fine-mixing: Mitigating Backdoors in Fine-tuned Language Models. EMNLP (Findings) 2022: 355-372 - [c124]Sishuo Chen, Wenkai Yang, Zhiyuan Zhang, Xiaohan Bi, Xu Sun:
Expose Backdoors on the Way: A Feature-Based Efficient Defense against Textual Backdoor Attacks. EMNLP (Findings) 2022: 668-683 - [c123]Zhiyuan Zhang, Ruixuan Luo, Qi Su, Xu Sun:
GA-SAM: Gradient-Strength based Adaptive Sharpness-Aware Minimization for Improved Generalization. EMNLP 2022: 3888-3903 - [c122]Lei Li, Yankai Lin, Xuancheng Ren, Guangxiang Zhao, Peng Li, Jie Zhou, Xu Sun:
From Mimicking to Integrating: Knowledge Integration for Pre-Trained Language Models. EMNLP (Findings) 2022: 6391-6402 - [c121]Sishuo Chen, Xiaohan Bi, Rundong Gao, Xu Sun:
Holistic Sentence Embeddings for Better Out-of-Distribution Detection. EMNLP (Findings) 2022: 6676-6686 - [c120]Zhiyuan Zhang, Lingjuan Lyu, Weiqiang Wang, Lichao Sun, Xu Sun:
How to Inject Backdoors with Better Consistency: Logit Anchoring on Clean Data. ICLR 2022 - [c119]Deli Chen, Yankai Lin, Lei Li, Xuancheng Ren, Peng Li, Jie Zhou, Xu Sun:
Rethinking the Promotion Brought by Contrastive Learning to Semi-Supervised Node Classification. IJCAI 2022: 2852-2858 - [c118]Fenglin Liu, Bang Yang, Chenyu You, Xian Wu, Shen Ge, Zhangdaihong Liu, Xu Sun, Yang Yang, David A. Clifton:
Retrieve, Reason, and Refine: Generating Accurate and Faithful Patient Instructions. NeurIPS 2022 - [c117]Lei Li, Zhiyuan Zhang, Ruihan Bao, Keiko Harimoto, Xu Sun:
Distributional Correlation-Aware Knowledge Distillation for Stock Trading Volume Prediction. ECML/PKDD (6) 2022: 105-120 - [c116]Ruibo Chen, Wei Li, Zhiyuan Zhang, Ruihan Bao, Keiko Harimoto, Xu Sun:
Stock Trading Volume Prediction with Dual-Process Meta-Learning. ECML/PKDD (6) 2022: 137-153 - 2021
- [c115]Shaoxiong Feng, Hongshen Chen, Xuancheng Ren, Zhuoye Ding, Kan Li, Xu Sun:
Collaborative Group Learning. AAAI 2021: 7431-7438 - [c114]Xu Sun, Zhiyuan Zhang, Xuancheng Ren, Ruixuan Luo, Liangyou Li:
Exploring the Vulnerability of Deep Neural Networks: A Study of Parameter Corruption. AAAI 2021: 11648-11656 - [c113]Shaoxiong Feng, Xuancheng Ren, Kan Li, Xu Sun:
Multi-View Feature Representation for Dialogue Generation with Bidirectional Distillation. AAAI 2021: 12812-12820 - [c112]Xin Jia, Wenjie Zhou, Xu Sun, Yunfang Wu:
EQG-RACE: Examination-Type Question Generation. AAAI 2021: 13143-13151 - [c111]Xuancheng Ren, Xu Sun, Houfeng Wang, Qun Liu:
Towards Semantics-Enhanced Pre-Training: Can Lexicon Definitions Help Learning Sentence Meanings? AAAI 2021: 13736-13744 - [c110]Fenglin Liu, Changchang Yin, Xian Wu, Shen Ge, Ping Zhang, Xu Sun:
Contrastive Attention for Automatic Chest X-ray Report Generation. ACL/IJCNLP (Findings) 2021: 269-280 - [c109]Fenglin Liu, Xuancheng Ren, Xian Wu, Bang Yang, Shen Ge, Xu Sun:
O2NA: An Object-Oriented Non-Autoregressive Approach for Controllable Video Captioning. ACL/IJCNLP (Findings) 2021: 281-292 - [c108]Shuhuai Ren, Junyang Lin, Guangxiang Zhao, Rui Men, An Yang, Jingren Zhou, Xu Sun, Hongxia Yang:
Learning Relation Alignment for Calibrated Cross-modal Retrieval. ACL/IJCNLP (1) 2021: 514-524 - [c107]Wenkai Yang, Yankai Lin, Peng Li, Jie Zhou, Xu Sun:
Rethinking Stealthiness of Backdoor Attack against NLP Models. ACL/IJCNLP (1) 2021: 5543-5557 - [c106]Lei Li, Yankai Lin, Shuhuai Ren, Peng Li, Jie Zhou, Xu Sun:
Dynamic Knowledge Distillation for Pre-trained Language Models. EMNLP (1) 2021: 379-389 - [c105]Lei Li, Yankai Lin, Deli Chen, Shuhuai Ren, Peng Li, Jie Zhou, Xu Sun:
CascadeBERT: Accelerating Inference of Pre-trained Language Models via Calibrated Complete Models Cascade. EMNLP (Findings) 2021: 475-486 - [c104]Hua Zheng, Lei Li, Damai Dai, Deli Chen, Tianyu Liu, Xu Sun, Yang Liu:
Leveraging Word-Formation Knowledge for Chinese Word Sense Disambiguation. EMNLP (Findings) 2021: 918-923 - [c103]Ruixuan Luo, Yi Zhang, Sishuo Chen, Xu Sun:
Translation as Cross-Domain Knowledge: Attention Augmentation for Unsupervised Cross-Domain Segmenting and Labeling Tasks. EMNLP (Findings) 2021: 1896-1906 - [c102]Fuli Luo, Pengcheng Yang, Shicheng Li, Xuancheng Ren, Xu Sun, Songfang Huang, Fei Huang:
Rethinking Denoised Auto-Encoding in Language Pre-Training. EMNLP (1) 2021: 2922-2932 - [c101]Wenkai Yang, Yankai Lin, Peng Li, Jie Zhou, Xu Sun:
RAP: Robustness-Aware Perturbations for Defending against Backdoor Attacks on NLP Models. EMNLP (1) 2021: 8365-8381 - [c100]Shuhuai Ren, Jinchao Zhang, Lei Li, Xu Sun, Jie Zhou:
Text AutoAugment: Learning Compositional Augmentation Policy for Text Classification. EMNLP (1) 2021: 9029-9043 - [c99]Jingjing Xu, Liang Zhao, Junyang Lin, Rundong Gao, Xu Sun, Hongxia Yang:
KNAS: Green Neural Architecture Search. ICML 2021: 11613-11625 - [c98]Liang Zhao, Wei Li, Ruihan Bao, Keiko Harimoto, Yunfang Wu, Xu Sun:
Long-term, Short-term and Sudden Event: Trading Volume Movement Prediction with Graph-based Multi-view Modeling. IJCAI 2021: 3764-3770 - [c97]Kaiyuan Liao, Yi Zhang, Xuancheng Ren, Qi Su, Xu Sun, Bin He:
A Global Past-Future Early Exit Method for Accelerating Inference of Pre-trained Language Models. NAACL-HLT 2021: 2013-2023 - [c96]Wenkai Yang, Lei Li, Zhiyuan Zhang, Xuancheng Ren, Xu Sun, Bin He:
Be Careful about Poisoned Word Embeddings: Exploring the Vulnerability of the Embedding Layers in NLP Models. NAACL-HLT 2021: 2048-2058 - [c95]Zhiyuan Zhang, Xuancheng Ren, Qi Su, Xu Sun, Bin He:
Neural Network Surgery: Injecting Data Patterns into Pre-trained Models with Minimal Instance-wise Side Effects. NAACL-HLT 2021: 5453-5466 - [c94]Fenglin Liu, Chenyu You, Xian Wu, Shen Ge, Sheng Wang, Xu Sun:
Auto-Encoding Knowledge Graph for Unsupervised Medical Report Generation. NeurIPS 2021: 16266-16279 - [c93]Deli Chen, Yankai Lin, Guangxiang Zhao, Xuancheng Ren, Peng Li, Jie Zhou, Xu Sun:
Topology-Imbalance Learning for Semi-Supervised Node Classification. NeurIPS 2021: 29885-29897 - 2020
- [c92]Deli Chen, Yankai Lin, Wei Li, Peng Li, Jie Zhou, Xu Sun:
Measuring and Relieving the Over-Smoothing Problem for Graph Neural Networks from the Topological View. AAAI 2020: 3438-3445 - [c91]Pengcheng Yang, Boxing Chen, Pei Zhang, Xu Sun:
Visual Agreement Regularized Training for Multi-Modal Machine Translation. AAAI 2020: 9418-9425 - [c90]Yi Zhang, Tao Ge, Xu Sun:
Parallel Data Augmentation for Formality Style Transfer. ACL 2020: 3221-3228 - [c89]Xin Jia, Wenjie Zhou, Xu Sun, Yunfang Wu:
How to Ask Good Questions? Try to Leverage Paraphrases. ACL 2020: 6130-6140 - [c88]Fenglin Liu, Xuancheng Ren, Zhiyuan Zhang, Xu Sun, Yuexian Zou:
Rethinking Skip Connection with Layer Normalization. COLING 2020: 3586-3598 - [c87]Zhiyuan Zhang, Xiaoqian Liu, Yi Zhang, Qi Su, Xu Sun, Bin He:
Pretrain-KGE: Learning Knowledge Representation from Pretrained Language Models. EMNLP (Findings) 2020: 259-266 - [c86]Shaoxiong Feng, Xuancheng Ren, Hongshen Chen, Bin Sun, Kan Li, Xu Sun:
Regularizing Dialogue Generation by Imitating Implicit Scenarios. EMNLP (1) 2020: 6592-6604 - [c85]Fenglin Liu, Xuancheng Ren, Xian Wu, Shen Ge, Wei Fan, Yuexian Zou, Xu Sun:
Prophet Attention: Predicting Attention with Future Attention. NeurIPS 2020 - 2019
- [c84]Liangchen Luo, Wenhao Huang, Qi Zeng, Zaiqing Nie, Xu Sun:
Learning Personalized End-to-End Goal-Oriented Dialog. AAAI 2019: 6794-6801 - [c83]Shuming Ma, Lei Cui, Damai Dai, Furu Wei, Xu Sun:
LiveBot: Generating Live Video Comments Based on Visual and Textual Contexts. AAAI 2019: 6810-6817 - [c82]Bingzhen Wei, Mingxuan Wang, Hao Zhou, Junyang Lin, Xu Sun:
Imitation Learning for Non-Autoregressive Neural Machine Translation. ACL (1) 2019: 1304-1312 - [c81]Pengcheng Yang, Lei Li, Fuli Luo, Tianyu Liu, Xu Sun:
Enhancing Topic-to-Essay Generation with External Commonsense Knowledge. ACL (1) 2019: 2002-2012 - [c80]Fuli Luo, Peng Li, Pengcheng Yang, Jie Zhou, Yutong Tan, Baobao Chang, Zhifang Sui, Xu Sun:
Towards Fine-grained Text Sentiment Transfer. ACL (1) 2019: 2013-2022 - [c79]Shuming Ma, Pengcheng Yang, Tianyu Liu, Peng Li, Jie Zhou, Xu Sun:
Key Fact as Pivot: A Two-Stage Model for Low Resource Table-to-Text Generation. ACL (1) 2019: 2047-2057 - [c78]Pengcheng Yang, Zhihan Zhang, Fuli Luo, Lei Li, Chengyang Huang, Xu Sun:
Cross-Modal Commentator: Automatic Machine Commenting Based on Cross-Modal Information. ACL (1) 2019: 2680-2686 - [c77]Pengcheng Yang, Fuli Luo, Peng Chen, Tianyu Liu, Xu Sun:
MAAM: A Morphology-Aware Alignment Model for Unsupervised Bilingual Lexicon Induction. ACL (1) 2019: 3190-3196 - [c76]Wei Li, Jingjing Xu, Yancheng He, Shengli Yan, Yunfang Wu, Xu Sun:
Coherent Comments Generation for Chinese Articles with a Graph-to-Sequence Model. ACL (1) 2019: 4843-4852 - [c75]Chen Wu, Xuancheng Ren, Fuli Luo, Xu Sun:
A Hierarchical Reinforced Sequence Operation Method for Unsupervised Text Style Transfer. ACL (1) 2019: 4873-4883 - [c74]Pengcheng Yang, Fuli Luo, Shuming Ma, Junyang Lin, Xu Sun:
A Deep Reinforced Sequence-to-Set Model for Multi-Label Classification. ACL (1) 2019: 5252-5258 - [c73]Fuli Luo, Damai Dai, Pengcheng Yang, Tianyu Liu, Baobao Chang, Zhifang Sui, Xu Sun:
Learning to Control the Fine-grained Sentiment for Story Ending Generation. ACL (1) 2019: 6020-6026 - [c72]Jingjing Xu, Yuechen Wang, Duyu Tang, Nan Duan, Pengcheng Yang, Qi Zeng, Ming Zhou, Xu Sun:
Asking Clarification Questions in Knowledge-Based Question Answering. EMNLP/IJCNLP (1) 2019: 1618-1629 - [c71]Fuli Luo, Shunyao Li, Pengcheng Yang, Lei Li, Baobao Chang, Zhifang Sui, Xu Sun:
Pun-GAN: Generative Adversarial Network for Pun Generation. EMNLP/IJCNLP (1) 2019: 3386-3391 - [c70]Hsiu-Wei Yang, Yanyan Zou, Peng Shi, Wei Lu, Jimmy Lin, Xu Sun:
Aligning Cross-Lingual Entities with Multi-Aspect Information. EMNLP/IJCNLP (1) 2019: 4430-4440 - [c69]Pengcheng Yang, Junyang Lin, Jingjing Xu, Jun Xie, Qi Su, Xu Sun:
Specificity-Driven Cascading Approach for Unsupervised Sentiment Modification. EMNLP/IJCNLP (1) 2019: 5507-5516 - [c68]Jingjing Xu, Liang Zhao, Hanqi Yan, Qi Zeng, Yun Liang, Xu Sun:
LexicalAT: Lexical-Based Adversarial Reinforcement Training for Robust Sentiment Classification. EMNLP/IJCNLP (1) 2019: 5517-5526 - [c67]Liangchen Luo, Yuanhao Xiong, Yan Liu, Xu Sun:
Adaptive Gradient Methods with Dynamic Bound of Learning Rate. ICLR (Poster) 2019 - [c66]Fenglin Liu, Xuancheng Ren, Yuanxin Liu, Kai Lei, Xu Sun:
Exploring and Distilling Cross-Modal Information for Image Captioning. IJCAI 2019: 5095-5101 - [c65]Fuli Luo, Peng Li, Jie Zhou, Pengcheng Yang, Baobao Chang, Xu Sun, Zhifang Sui:
A Dual Reinforcement Learning Framework for Unsupervised Text Style Transfer. IJCAI 2019: 5116-5122 - [c64]Pengcheng Yang, Fuli Luo, Peng Chen, Lei Li, Zhiyi Yin, Xiaodong He, Xu Sun:
Knowledgeable Storyteller: A Commonsense-Driven Generative Model for Visual Storytelling. IJCAI 2019: 5356-5362 - [c63]Guangxiang Zhao, Jingjing Xu, Qi Zeng, Xuancheng Ren, Xu Sun:
Review-Driven Multi-Label Music Style Classification by Exploiting Style Correlations. NAACL-HLT (1) 2019: 2884-2891 - [c62]Jingjing Xu, Xu Sun, Zhiyuan Zhang, Guangxiang Zhao, Junyang Lin:
Understanding and Improving Layer Normalization. NeurIPS 2019: 4383-4393 - [c61]Fenglin Liu, Yuanxin Liu, Xuancheng Ren, Xiaodong He, Xu Sun:
Aligning Visual Regions and Textual Concepts for Semantic-Grounded Image Representations. NeurIPS 2019: 6847-6857 - 2018
- [c60]Chengyao Chen, Zhitao Wang, Wenjie Li, Xu Sun:
Modeling Scientific Influence for Research Trending Topic Prediction. AAAI 2018: 2111-2118 - [c59]Xiaodong Zhang, Xu Sun, Houfeng Wang:
Duplicate Question Identification by Integrating FrameNet With Neural Networks. AAAI 2018: 6061-6068 - [c58]Junyang Lin, Xu Sun, Shuming Ma, Qi Su:
Global Encoding for Abstractive Summarization. ACL (2) 2018: 163-169 - [c57]Shuming Ma, Xu Sun, Yizhong Wang, Junyang Lin:
Bag-of-Words as Target for Neural Machine Translation. ACL (2) 2018: 332-338 - [c56]Pengcheng Yang, Xu Sun, Wei Li, Shuming Ma:
Automatic Academic Paper Rating Based on Modularized Hierarchical Convolutional Neural Network. ACL (2) 2018: 496-502 - [c55]Shuming Ma, Xu Sun, Junyang Lin, Houfeng Wang:
Autoencoder as Assistant Supervisor: Improving Text Representation for Chinese Social Media Text Summarization. ACL (2) 2018: 725-731 - [c54]Jingjing Xu, Xu Sun, Qi Zeng, Xiaodong Zhang, Xuancheng Ren, Houfeng Wang, Wenjie Li:
Unpaired Sentiment-to-Sentiment Translation: A Cycled Reinforcement Learning Approach. ACL (1) 2018: 979-988 - [c53]Wei Wu, Xu Sun, Houfeng Wang:
Question Condensing Networks for Answer Selection in Community Question Answering. ACL (1) 2018: 1746-1755 - [c52]Yi Zhang, Xu Sun, Shuming Ma, Yang Yang, Xuancheng Ren:
Does Higher Order LSTM Have Better Accuracy for Segmenting and Labeling Sequence Data? COLING 2018: 723-733 - [c51]Hao Wang, Xiaodong Zhang, Shuming Ma, Xu Sun, Houfeng Wang, Mengxiang Wang:
A Neural Question Answering Model Based on Semi-Structured Tables. COLING 2018: 1941-1951 - [c50]Junyang Lin, Xu Sun, Xuancheng Ren, Shuming Ma, Jinsong Su, Qi Su:
Deconvolution-Based Global Decoding for Neural Machine Translation. COLING 2018: 3260-3271 - [c49]Pengcheng Yang, Xu Sun, Wei Li, Shuming Ma, Wei Wu, Houfeng Wang:
SGM: Sequence Generation Model for Multi-label Classification. COLING 2018: 3915-3926 - [c48]Fenglin Liu, Xuancheng Ren, Yuanxin Liu, Houfeng Wang, Xu Sun:
simNet: Stepwise Image-Topic Merging Network for Generating Detailed and Comprehensive Image Captions. EMNLP 2018: 137-149 - [c47]Chen Shi, Qi Chen, Lei Sha, Sujian Li, Xu Sun, Houfeng Wang, Lintao Zhang:
Auto-Dialabel: Labeling Dialogue Data with Unsupervised Learning. EMNLP 2018: 684-689 - [c46]Liangchen Luo, Jingjing Xu, Junyang Lin, Qi Zeng, Xu Sun:
An Auto-Encoder Matching Model for Learning Utterance-Level Semantic Dependency in Dialogue Generation. EMNLP 2018: 702-707 - [c45]Yi Zhang, Jingjing Xu, Pengcheng Yang, Xu Sun:
Learning Sentiment Memories for Sentiment Modification without Parallel Data. EMNLP 2018: 1103-1108 - [c44]Junyang Lin, Xu Sun, Xuancheng Ren, Muyu Li, Qi Su:
Learning When to Concentrate or Divert Attention: Self-Adaptive Attention Temperature for Neural Machine Translation. EMNLP 2018: 2985-2990 - [c43]Jingjing Xu, Xuancheng Ren, Junyang Lin, Xu Sun:
Diversity-Promoting GAN: A Cross-Entropy Based Generative Adversarial Network for Diversified Text Generation. EMNLP 2018: 3940-3949 - [c42]Jingjing Xu, Xuancheng Ren, Yi Zhang, Qi Zeng, Xiaoyan Cai, Xu Sun:
A Skeleton-Based Model for Promoting Coherence Among Sentences in Narrative Story Generation. EMNLP 2018: 4306-4315 - [c41]Junyang Lin, Qi Su, Pengcheng Yang, Shuming Ma, Xu Sun:
Semantic-Unit-Based Dilated Convolution for Multi-Label Text Classification. EMNLP 2018: 4554-4564 - [c40]Shuming Ma, Xu Sun, Junyang Lin, Xuancheng Ren:
A Hierarchical End-to-End Model for Jointly Improving Text Summarization and Sentiment Classification. IJCAI 2018: 4251-4257 - [c39]Xuancheng Ren, Xu Sun, Ji Wen, Bingzhen Wei, Weidong Zhan, Zhiyuan Zhang:
Building an Ellipsis-aware Chinese Dependency Treebank for Web Text. LREC 2018 - [c38]Yi Zhang, Xu Sun:
A Chinese Dataset with Negative Full Forms for General Abbreviation Prediction. LREC 2018 - [c37]Shuming Ma, Xu Sun, Wei Li, Sujian Li, Wenjie Li, Xuancheng Ren:
Query and Output: Generating Words by Querying Distributed Word Representations for Paraphrase Generation. NAACL-HLT 2018: 196-206 - [c36]Ji Wen, Xu Sun, Xuancheng Ren, Qi Su:
Structure Regularized Neural Network for Entity Relation Classification for Chinese Literature Text. NAACL-HLT (2) 2018: 365-370 - [c35]Shuming Ma, Xu Sun, Yi Zhang, Bingzhen Wei:
Accelerating Graph-Based Dependency Parsing with Lock-Free Parallel Perceptron. NLPCC (1) 2018: 260-268 - 2017
- [c34]Hangfeng He, Xu Sun:
A Unified Model for Cross-Domain and Semi-Supervised Named Entity Recognition in Chinese Social Media. AAAI 2017: 3216-3222 - [c33]Shuming Ma, Xu Sun, Jingjing Xu, Houfeng Wang, Wenjie Li, Qi Su:
Improving Semantic Relevance for Sequence-to-Sequence Learning of Chinese Social Media Text Summarization. ACL (2) 2017: 635-640 - [c32]Hangfeng He, Xu Sun:
F-Score Driven Max Margin Neural Network for Named Entity Recognition in Chinese Social Media. EACL (2) 2017: 713-718 - [c31]Xu Sun, Xuancheng Ren, Shuming Ma, Houfeng Wang:
meProp: Sparsified Back Propagation for Accelerated Deep Learning with Reduced Overfitting. ICML 2017: 3299-3308 - [c30]Shen Huang, Xu Sun, Houfeng Wang:
Addressing Domain Adaptation for Chinese Word Segmentation with Global Recurrent Structure. IJCNLP(1) 2017: 184-193 - [c29]Yizhong Wang, Sujian Li, Jingfeng Yang, Xu Sun, Houfeng Wang:
Tag-Enhanced Tree-Structured Neural Networks for Implicit Discourse Relation Classification. IJCNLP(1) 2017: 496-505 - [c28]Dehong Ma, Sujian Li, Xiaodong Zhang, Houfeng Wang, Xu Sun:
Cascading Multiway Attentions for Document-level Sentiment Classification. IJCNLP(1) 2017: 634-643 - [c27]Jingjing Xu, Shuming Ma, Yi Zhang, Bingzhen Wei, Xiaoyan Cai, Xu Sun:
Transfer Deep Learning for Low-Resource Chinese Word Segmentation with a Novel Neural Network. NLPCC 2017: 721-730 - 2016
- [c26]Chen Shi, Shujie Liu, Shuo Ren, Shi Feng, Mu Li, Ming Zhou, Xu Sun, Houfeng Wang:
Knowledge-Based Semantic Embedding for Machine Translation. ACL (1) 2016 - [c25]Jingjing Xu, Xu Sun:
Dependency-based Gated Recursive Neural Network for Chinese Word Segmentation. ACL (2) 2016 - [c24]Xu Sun:
Asynchronous Parallel Learning for Neural Networks and Structured Models with Dense Features. COLING 2016: 192-202 - 2015
- [c23]Li Li, Houfeng Wang, Xu Sun, Baobao Chang, Shi Zhao, Lei Sha:
Multi-label Text Categorization with Joint Learning Predictions-as-Features Method. EMNLP 2015: 835-839 - 2014
- [c22]Longkai Zhang, Li Li, Houfeng Wang, Xu Sun:
Predicting Chinese Abbreviations with Minimum Semantic Unit and Global Constraints. EMNLP 2014: 1405-1414 - [c21]Longkai Zhang, Houfeng Wang, Xu Sun:
Coarse-grained Candidate Generation and Fine-grained Re-ranking for Chinese Abbreviation Prediction. EMNLP 2014: 1881-1890 - [c20]Xu Sun:
Structure Regularization for Structured Prediction. NIPS 2014: 2402-2410 - 2013
- [c19]Fanqi Meng, Dehong Gao, Wenjie Li, Xu Sun, Yuexian Hou:
A unified graph model for personalized query-oriented reference paper recommendation. CIKM 2013: 1509-1512 - [c18]Longkai Zhang, Houfeng Wang, Xu Sun, Mairgup Mansur:
Exploring Representations from Unlabeled Data with Co-training for Chinese Word Segmentation. EMNLP 2013: 311-321 - [c17]Xu Sun, Wenjie Li, Fanqi Meng, Houfeng Wang:
Generalized Abbreviation Prediction with Negative Full Forms and Its Application on Improving Chinese Web Search. IJCNLP 2013: 641-647 - 2012
- [c16]Xu Sun, Houfeng Wang, Wenjie Li:
Fast Online Training with Frequency-Adaptive Learning Rates for Chinese Word Segmentation and New Word Detection. ACL (1) 2012: 253-262 - [c15]Xu Sun, Anshumali Shrivastava, Ping Li:
Fast multi-task learning for query spelling correction. CIKM 2012: 285-294 - [c14]Xu Sun, Anshumali Shrivastava, Ping Li:
Query spelling correction using multi-task learning. WWW (Companion Volume) 2012: 613-614 - 2011
- [c13]Xu Sun, Hisashi Kashima, Ryota Tomioka, Naonori Ueda, Ping Li:
A New Multi-task Learning Method for Personalized Activity Recognition. ICDM 2011: 1218-1223 - [c12]Xu Sun, Hisashi Kashima, Ryota Tomioka, Naonori Ueda:
Large Scale Real-Life Action Recognition Using Conditional Random Fields with Stochastic Training. PAKDD (2) 2011: 222-233 - 2010
- [c11]Xu Sun, Jianfeng Gao, Daniel Micol, Chris Quirk:
Learning Phrase-Based Spelling Error Models from Clickthrough Data. ACL 2010: 266-274 - [c10]Jianfeng Gao, Xiaolong Li, Daniel Micol, Chris Quirk, Xu Sun:
A Large Scale Ranker-Based System for Search Query Spelling Correction. COLING 2010: 358-366 - [c9]Xu Sun, Hisashi Kashima, Takuya Matsuzaki, Naonori Ueda:
Averaged Stochastic Gradient Descent with Feedback: An Accurate, Robust, and Fast Training Method. ICDM 2010: 1067-1072 - 2009
- [c8]Xu Sun, Naoaki Okazaki, Jun'ichi Tsujii:
Robust Approach to Abbreviating Terms: A Discriminative Latent Variable Model with Global Information. ACL/IJCNLP 2009: 905-913 - [c7]Xu Sun, Jun'ichi Tsujii:
Sequential Labeling with Latent Variables: An Exact Inference Algorithm and its Efficient Approximation. EACL 2009: 772-780 - [c6]Xu Sun, Takuya Matsuzaki, Daisuke Okanohara, Jun'ichi Tsujii:
Latent Variable Perceptron Algorithm for Structured Classification. IJCAI 2009: 1236-1242 - [c5]Xu Sun, Yao-zhong Zhang, Takuya Matsuzaki, Yoshimasa Tsuruoka, Jun'ichi Tsujii:
A Discriminative Latent Variable Chinese Segmenter with Hybrid Word/Character Information. HLT-NAACL 2009: 56-64 - 2008
- [c4]Xu Sun, Louis-Philippe Morency, Daisuke Okanohara, Yoshimasa Tsuruoka, Jun'ichi Tsujii:
Modeling Latent-Dynamic in Shallow Parsing: A Latent Conditional Model with Imrpoved Inference. COLING 2008: 841-848 - 2007
- [c3]Peng Jin, Xu Sun, Yunfang Wu, Shiwen Yu:
Word Clustering for Collocation-Based Word Sense Disambiguation. CICLing 2007: 267-274 - 2006
- [c2]Xu Sun, Houfeng Wang:
Chinese Abbreviation Identification Using Abbreviation-Template Features and Context Information. ICCPOL 2006: 245-255 - [c1]Xu Sun, Houfeng Wang, Yu Zhang:
Chinese Abbreviation-Definition Identification: A SVM Approach Using Context Information. PRICAI 2006: 495-504
Informal and Other Publications
- 2023
- [i138]Qingxiu Dong, Lei Li, Damai Dai, Ce Zheng, Zhiyong Wu, Baobao Chang, Xu Sun, Jingjing Xu, Lei Li, Zhifang Sui:
A Survey for In-context Learning. CoRR abs/2301.00234 (2023) - [i137]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) - [i136]Wenkai Yang, Yankai Lin, Guangxiang Zhao, Peng Li, Jie Zhou, Xu Sun:
When to Trust Aggregated Gradients: Addressing Negative Client Sampling in Federated Learning. CoRR abs/2301.10400 (2023) - [i135]Sishuo Chen, Wenkai Yang, Xiaohan Bi, Xu Sun:
Fine-Tuning Deteriorates General Textual Out-of-Distribution Detection by Distorting Task-Agnostic Features. CoRR abs/2301.12715 (2023) - [i134]Shuhuai Ren, Aston Zhang, Yi Zhu, Shuai Zhang, Shuai Zheng, Mu Li, Alex Smola, Xu Sun:
Prompt Pre-Training with Twenty-Thousand Classes for Open-Vocabulary Visual Recognition. CoRR abs/2304.04704 (2023) - [i133]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) - [i132]Yi Liu, Xiaohan Bi, Lei Li, Sishuo Chen, Wenkai Yang, Xu Sun:
Communication Efficient Federated Learning for Multilingual Neural Machine Translation with Adapter. CoRR abs/2305.12449 (2023) - [i131]Lei Li, Jingjing Xu, Qingxiu Dong, Ce Zheng, Qi Liu, Lingpeng Kong, Xu Sun:
Can Language Models Understand Physical Concepts? CoRR abs/2305.14057 (2023) - [i130]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) - [i129]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) - [i128]Bang Yang, Fenglin Liu, Xian Wu, Yaowei Wang, Xu Sun, Yuexian Zou:
MultiCapCLIP: Auto-Encoding Prompts for Zero-Shot Multilingual Visual Captioning. CoRR abs/2308.13218 (2023) - [i127]Ruibo Chen, Zhiyuan Zhang, Yi Liu, Ruihan Bao, Keiko Harimoto, Xu Sun:
Incorporating Pre-trained Model Prompting in Multimodal Stock Volume Movement Prediction. CoRR abs/2309.05608 (2023) - [i126]Shuhuai Ren, Sishuo Chen, Shicheng Li, Xu Sun, Lu Hou:
TESTA: Temporal-Spatial Token Aggregation for Long-form Video-Language Understanding. CoRR abs/2310.19060 (2023) - [i125]Yuanxin Liu, Lei Li, Shuhuai Ren, Rundong Gao, Shicheng Li, Sishuo Chen, Xu Sun, Lu Hou:
FETV: A Benchmark for Fine-Grained Evaluation of Open-Domain Text-to-Video Generation. CoRR abs/2311.01813 (2023) - [i124]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) - [i123]Shuhuai Ren, Linli Yao, Shicheng Li, Xu Sun, Lu Hou:
TimeChat: A Time-sensitive Multimodal Large Language Model for Long Video Understanding. CoRR abs/2312.02051 (2023) - 2022
- [i122]Shaoxiong Feng, Xuancheng Ren, Kan Li, Xu Sun:
Hierarchical Inductive Transfer for Continual Dialogue Learning. CoRR abs/2203.10484 (2022) - [i121]Shuhuai Ren, Lei Li, Xuancheng Ren, Guangxiang Zhao, Xu Sun:
Rethinking the Openness of CLIP. CoRR abs/2206.01986 (2022) - [i120]Lei Li, Zhiyuan Zhang, Ruihan Bao, Keiko Harimoto, Xu Sun:
Distributional Correlation-Aware Knowledge Distillation for Stock Trading Volume Prediction. CoRR abs/2208.07232 (2022) - [i119]Lei Li, Yankai Lin, Xuancheng Ren, Guangxiang Zhao, Peng Li, Jie Zhou, Xu Sun:
From Mimicking to Integrating: Knowledge Integration for Pre-Trained Language Models. CoRR abs/2210.05230 (2022) - [i118]Zhiyuan Zhang, Qi Su, Xu Sun:
Dim-Krum: Backdoor-Resistant Federated Learning for NLP with Dimension-wise Krum-Based Aggregation. CoRR abs/2210.06894 (2022) - [i117]Zhiyuan Zhang, Ruixuan Luo, Qi Su, Xu Sun:
GA-SAM: Gradient-Strength based Adaptive Sharpness-Aware Minimization for Improved Generalization. CoRR abs/2210.06895 (2022) - [i116]Sishuo Chen, Xiaohan Bi, Rundong Gao, Xu Sun:
Holistic Sentence Embeddings for Better Out-of-Distribution Detection. CoRR abs/2210.07485 (2022) - [i115]Sishuo Chen, Wenkai Yang, Zhiyuan Zhang, Xiaohan Bi, Xu Sun:
Expose Backdoors on the Way: A Feature-Based Efficient Defense against Textual Backdoor Attacks. CoRR abs/2210.07907 (2022) - [i114]Zhiyuan Zhang, Lingjuan Lyu, Xingjun Ma, Chenguang Wang, Xu Sun:
Fine-mixing: Mitigating Backdoors in Fine-tuned Language Models. CoRR abs/2210.09545 (2022) - [i113]Fenglin Liu, Xuewei Ma, Xuancheng Ren, Xian Wu, Wei Fan, Yuexian Zou, Xu Sun:
Prophet Attention: Predicting Attention with Future Attention for Improved Image Captioning. CoRR abs/2210.10914 (2022) - [i112]Fenglin Liu, Bang Yang, Chenyu You, Xian Wu, Shen Ge, Zhangdaihong Liu, Xu Sun, Yang Yang, David A. Clifton:
Retrieve, Reason, and Refine: Generating Accurate and Faithful Patient Instructions. CoRR abs/2210.12777 (2022) - [i111]Fenglin Liu, Xian Wu, Shen Ge, Xuancheng Ren, Wei Fan, Xu Sun, Yuexian Zou:
DiMBERT: Learning Vision-Language Grounded Representations with Disentangled Multimodal-Attention. CoRR abs/2210.16431 (2022) - [i110]Lean Wang, Lei Li, Xu Sun:
Gradient Knowledge Distillation for Pre-trained Language Models. CoRR abs/2211.01071 (2022) - [i109]Ruibo Chen, Wei Li, Zhiyuan Zhang, Ruihan Bao, Keiko Harimoto, Xu Sun:
Stock Trading Volume Prediction with Dual-Process Meta-Learning. CoRR abs/2211.01762 (2022) - [i108]Fenglin Liu, Xian Wu, Chenyu You, Shen Ge, Yuexian Zou, Xu Sun:
Aligning Source Visual and Target Language Domains for Unpaired Video Captioning. CoRR abs/2211.12148 (2022) - 2021
- [i107]Shaoxiong Feng, Xuancheng Ren, Kan Li, Xu Sun:
Multi-View Feature Representation for Dialogue Generation with Bidirectional Distillation. CoRR abs/2102.10780 (2021) - [i106]Wenkai Yang, Lei Li, Zhiyuan Zhang, Xuancheng Ren, Xu Sun, Bin He:
Be Careful about Poisoned Word Embeddings: Exploring the Vulnerability of the Embedding Layers in NLP Models. CoRR abs/2103.15543 (2021) - [i105]Fenglin Liu, Xuancheng Ren, Zhiyuan Zhang, Xu Sun, Yuexian Zou:
Rethinking Skip Connection with Layer Normalization in Transformers and ResNets. CoRR abs/2105.07205 (2021) - [i104]Yi Zhang, Lei Li, Yunfang Wu, Qi Su, Xu Sun:
Alleviating the Knowledge-Language Inconsistency: A Study for Deep Commonsense Knowledge. CoRR abs/2105.13607 (2021) - [i103]Shuhuai Ren, Junyang Lin, Guangxiang Zhao, Rui Men, An Yang, Jingren Zhou, Xu Sun, Hongxia Yang:
Learning Relation Alignment for Calibrated Cross-modal Retrieval. CoRR abs/2105.13868 (2021) - [i102]Fenglin Liu, Changchang Yin, Xian Wu, Shen Ge, Ping Zhang, Xu Sun:
Contrastive Attention for Automatic Chest X-ray Report Generation. CoRR abs/2106.06965 (2021) - [i101]Fenglin Liu, Xuancheng Ren, Xian Wu, Bang Yang, Shen Ge, Xu Sun:
O2NA: An Object-Oriented Non-Autoregressive Approach for Controllable Video Captioning. CoRR abs/2108.02359 (2021) - [i100]Zhiyuan Zhang, Wei Li, Ruihan Bao, Keiko Harimoto, Yunfang Wu, Xu Sun:
ASAT: Adaptively Scaled Adversarial Training in Time Series. CoRR abs/2108.08976 (2021) - [i99]Liang Zhao, Wei Li, Ruihan Bao, Keiko Harimoto, Yunfang Wu, Xu Sun:
Long-term, Short-term and Sudden Event: Trading Volume Movement Prediction with Graph-based Multi-view Modeling. CoRR abs/2108.11318 (2021) - [i98]Shuhuai Ren, Jinchao Zhang, Lei Li, Xu Sun, Jie Zhou:
Text AutoAugment: Learning Compositional Augmentation Policy for Text Classification. CoRR abs/2109.00523 (2021) - [i97]Zhiyuan Zhang, Lingjuan Lyu, Weiqiang Wang, Lichao Sun, Xu Sun:
How to Inject Backdoors with Better Consistency: Logit Anchoring on Clean Data. CoRR abs/2109.01300 (2021) - [i96]Zhiyuan Zhang, Ruixuan Luo, Xuancheng Ren, Qi Su, Liangyou Li, Xu Sun:
Adversarial Parameter Defense by Multi-Step Risk Minimization. CoRR abs/2109.02889 (2021) - [i95]Lei Li, Yankai Lin, Shuhuai Ren, Peng Li, Jie Zhou, Xu Sun:
Dynamic Knowledge Distillation for Pre-trained Language Models. CoRR abs/2109.11295 (2021) - [i94]Deli Chen, Yankai Lin, Guangxiang Zhao, Xuancheng Ren, Peng Li, Jie Zhou, Xu Sun:
Topology-Imbalance Learning for Semi-Supervised Node Classification. CoRR abs/2110.04099 (2021) - [i93]Guangxiang Zhao, Wenkai Yang, Xuancheng Ren, Lei Li, Xu Sun:
Well-classified Examples are Underestimated in Classification with Deep Neural Networks. CoRR abs/2110.06537 (2021) - [i92]Wenkai Yang, Yankai Lin, Peng Li, Jie Zhou, Xu Sun:
RAP: Robustness-Aware Perturbations for Defending against Backdoor Attacks on NLP Models. CoRR abs/2110.07831 (2021) - [i91]Fenglin Liu, Chenyu You, Xian Wu, Shen Ge, Sheng Wang, Xu Sun:
Auto-Encoding Knowledge Graph for Unsupervised Medical Report Generation. CoRR abs/2111.04318 (2021) - [i90]Jingjing Xu, Liang Zhao, Junyang Lin, Rundong Gao, Xu Sun, Hongxia Yang:
KNAS: Green Neural Architecture Search. CoRR abs/2111.13293 (2021) - [i89]Lei Li, Yankai Lin, Xuancheng Ren, Guangxiang Zhao, Peng Li, Jie Zhou, Xu Sun:
Model Uncertainty-Aware Knowledge Amalgamation for Pre-Trained Language Models. CoRR abs/2112.07327 (2021) - [i88]Yuan Yao, Qingxiu Dong, Jian Guan, Boxi Cao, Zhengyan Zhang, Chaojun Xiao, Xiaozhi Wang, Fanchao Qi, Junwei Bao, Jinran Nie, Zheni Zeng, Yuxian Gu, Kun Zhou, Xuancheng Huang, Wenhao Li, Shuhuai Ren, Jinliang Lu, Chengqiang Xu, Huadong Wang, Guoyang Zeng, Zile Zhou, Jiajun Zhang, Juanzi Li, Minlie Huang, Rui Yan, Xiaodong He, Xiaojun Wan, Xin Zhao, Xu Sun, Yang Liu, Zhiyuan Liu, Xianpei Han, Erhong Yang, Zhifang Sui, Maosong Sun:
CUGE: A Chinese Language Understanding and Generation Evaluation Benchmark. CoRR abs/2112.13610 (2021) - 2020
- [i87]Fenglin Liu, Xuancheng Ren, Yuanxin Liu, Kai Lei, Xu Sun:
Exploring and Distilling Cross-Modal Information for Image Captioning. CoRR abs/2002.12585 (2020) - [i86]Shu Liu, Wei Li, Yunfang Wu, Qi Su, Xu Sun:
Jointly Modeling Aspect and Sentiment with Dynamic Heterogeneous Graph Neural Networks. CoRR abs/2004.06427 (2020) - [i85]Siyu Duan, Wei Li, Cai Jing, Yancheng He, Yunfang Wu, Xu Sun:
Query-Variant Advertisement Text Generation with Association Knowledge. CoRR abs/2004.06438 (2020) - [i84]Yi Zhang, Tao Ge, Xu Sun:
Parallel Data Augmentation for Formality Style Transfer. CoRR abs/2005.07522 (2020) - [i83]Fenglin Liu, Xuancheng Ren, Guangxiang Zhao, Xu Sun:
Layer-Wise Cross-View Decoding for Sequence-to-Sequence Learning. CoRR abs/2005.08081 (2020) - [i82]Xu Sun, Zhiyuan Zhang, Xuancheng Ren, Ruixuan Luo, Liangyou Li:
Exploring the Vulnerability of Deep Neural Networks: A Study of Parameter Corruption. CoRR abs/2006.05620 (2020) - [i81]Shaoxiong Feng, Hongshen Chen, Xuancheng Ren, Zhuoye Ding, Kan Li, Xu Sun:
Collaborative Group Learning. CoRR abs/2009.07712 (2020) - [i80]Liang Zhao, Jingjing Xu, Junyang Lin, Yichang Zhang, Hongxia Yang, Xu Sun:
Graph-based Multi-hop Reasoning for Long Text Generation. CoRR abs/2009.13282 (2020) - [i79]Shaoxiong Feng, Xuancheng Ren, Hongshen Chen, Bin Sun, Kan Li, Xu Sun:
Regularizing Dialogue Generation by Imitating Implicit Scenarios. CoRR abs/2010.01893 (2020) - [i78]Fuli Luo, Pengcheng Yang, Shicheng Li, Xuancheng Ren, Xu Sun:
CAPT: Contrastive Pre-Training for Learning Denoised Sequence Representations. CoRR abs/2010.06351 (2020) - [i77]Xin Jia, Wenjie Zhou, Xu Sun, Yunfang Wu:
EQG-RACE: Examination-Type Question Generation. CoRR abs/2012.06106 (2020) - [i76]Deli Chen, Yanyai Lin, Lei Li, Xuancheng Ren, Peng Li, Jie Zhou, Xu Sun:
Distance-wise Graph Contrastive Learning. CoRR abs/2012.07437 (2020) - [i75]Ruixuan Luo, Wei Li, Zhiyuan Zhang, Ruihan Bao, Keiko Harimoto, Xu Sun:
Learning Robust Representation for Clustering through Locality Preserving Variational Discriminative Network. CoRR abs/2012.13489 (2020) - [i74]Lei Li, Yankai Lin, Shuhuai Ren, Deli Chen, Xuancheng Ren, Peng Li, Jie Zhou, Xu Sun:
Accelerating Pre-trained Language Models via Calibrated Cascade. CoRR abs/2012.14682 (2020) - 2019
- [i73]Liangchen Luo, Yuanhao Xiong, Yan Liu, Xu Sun:
Adaptive Gradient Methods with Dynamic Bound of Learning Rate. CoRR abs/1902.09843 (2019) - [i72]Fenglin Liu, Yuanxin Liu, Xuancheng Ren, Kai Lei, Xu Sun:
Aligning Visual Regions and Textual Concepts: Learning Fine-Grained Image Representations for Image Captioning. CoRR abs/1905.06139 (2019) - [i71]Fuli Luo, Peng Li, Jie Zhou, Pengcheng Yang, Baobao Chang, Zhifang Sui, Xu Sun:
A Dual Reinforcement Learning Framework for Unsupervised Text Style Transfer. CoRR abs/1905.10060 (2019) - [i70]Zhiyuan Zhang, Pengcheng Yang, Xuancheng Ren, Xu Sun:
Memorized Sparse Backpropagation. CoRR abs/1905.10194 (2019) - [i69]Wei Li, Jingjing Xu, Yancheng He, Shengli Yan, Yunfang Wu, Xu Sun:
Coherent Comment Generation for Chinese Articles with a Graph-to-Sequence Model. CoRR abs/1906.01231 (2019) - [i68]Chen Wu, Xuancheng Ren, Fuli Luo, Xu Sun:
A Hierarchical Reinforced Sequence Operation Method for Unsupervised Text Style Transfer. CoRR abs/1906.01833 (2019) - [i67]Bingzhen Wei, Mingxuan Wang, Hao Zhou, Junyang Lin, Xu Sun:
Imitation Learning for Non-Autoregressive Neural Machine Translation. CoRR abs/1906.02041 (2019) - [i66]Ruixuan Luo, Jingjing Xu, Yi Zhang, Xuancheng Ren, Xu Sun:
PKUSEG: A Toolkit for Multi-Domain Chinese Word Segmentation. CoRR abs/1906.11455 (2019) - [i65]Shuming Ma, Pengcheng Yang, Tianyu Liu, Peng Li, Jie Zhou, Xu Sun:
Key Fact as Pivot: A Two-Stage Model for Low Resource Table-to-Text Generation. CoRR abs/1908.03067 (2019) - [i64]Deli Chen, Yankai Lin, Wei Li, Peng Li, Jie Zhou, Xu Sun:
Measuring and Relieving the Over-smoothing Problem for Graph Neural Networks from the Topological View. CoRR abs/1909.03211 (2019) - [i63]Yi Zhang, Tao Ge, Furu Wei, Ming Zhou, Xu Sun:
Sequence-to-sequence Pre-training with Data Augmentation for Sentence Rewriting. CoRR abs/1909.06002 (2019) - [i62]Wei Li, Shuheng Li, Shuming Ma, Yancheng He, Deli Chen, Xu Sun:
Recursive Graphical Neural Networks for Text Classification. CoRR abs/1909.08166 (2019) - [i61]Deli Chen, Shuming Ma, Keiko Harimoto, Ruihan Bao, Qi Su, Xu Sun:
Group, Extract and Aggregate: Summarizing a Large Amount of Finance News for Forex Movement Prediction. CoRR abs/1910.05032 (2019) - [i60]Deli Chen, Yanyan Zou, Keiko Harimoto, Ruihan Bao, Xuancheng Ren, Xu Sun:
Incorporating Fine-grained Events in Stock Movement Prediction. CoRR abs/1910.05078 (2019) - [i59]Hsiu-Wei Yang, Yanyan Zou, Peng Shi, Wei Lu, Jimmy Lin, Xu Sun:
Aligning Cross-Lingual Entities with Multi-Aspect Information. CoRR abs/1910.06575 (2019) - [i58]Fuli Luo, Shunyao Li, Pengcheng Yang, Lei Li, Baobao Chang, Zhifang Sui, Xu Sun:
Pun-GAN: Generative Adversarial Network for Pun Generation. CoRR abs/1910.10950 (2019) - [i57]Jianbang Ding, Xuancheng Ren, Ruixuan Luo, Xu Sun:
An Adaptive and Momental Bound Method for Stochastic Learning. CoRR abs/1910.12249 (2019) - [i56]Deli Chen, Xiaoqian Liu, Yankai Lin, Peng Li, Jie Zhou, Qi Su, Xu Sun:
Improving Node Classification by Co-training Node Pair Classification: A Novel Training Framework for General Graph Neural Networks. CoRR abs/1911.03904 (2019) - [i55]Jingjing Xu, Xu Sun, Zhiyuan Zhang, Guangxiang Zhao, Junyang Lin:
Understanding and Improving Layer Normalization. CoRR abs/1911.07013 (2019) - [i54]Guangxiang Zhao, Xu Sun, Jingjing Xu, Zhiyuan Zhang, Liangchen Luo:
MUSE: Parallel Multi-Scale Attention for Sequence to Sequence Learning. CoRR abs/1911.09483 (2019) - [i53]Guangxiang Zhao, Junyang Lin, Zhiyuan Zhang, Xuancheng Ren, Qi Su, Xu Sun:
Explicit Sparse Transformer: Concentrated Attention Through Explicit Selection. CoRR abs/1912.11637 (2019) - [i52]Pengcheng Yang, Boxing Chen, Pei Zhang, Xu Sun:
Visual Agreement Regularized Training for Multi-Modal Machine Translation. CoRR abs/1912.12014 (2019) - 2018
- [i51]Xuancheng Ren, Xu Sun, Ji Wen, Bingzhen Wei, Weidong Zhan, Zhiyuan Zhang:
Building an Ellipsis-aware Chinese Dependency Treebank for Web Text. CoRR abs/1801.06613 (2018) - [i50]Wei Li, Zheng Yang, Xu Sun:
Exploration on Generating Traditional Chinese Medicine Prescription from Symptoms with an End-to-End method. CoRR abs/1801.09030 (2018) - [i49]Jingjing Xu, Xu Sun, Xuancheng Ren, Junyang Lin, Bingzhen Wei, Wei Li:
DP-GAN: Diversity-Promoting Generative Adversarial Network for Generating Informative and Diversified Text. CoRR abs/1802.01345 (2018) - [i48]Junyang Lin, Shuming Ma, Qi Su, Xu Sun:
Decoding-History-Based Adaptive Control of Attention for Neural Machine Translation. CoRR abs/1802.01812 (2018) - [i47]Yizhong Wang, Sujian Li, Jingfeng Yang, Xu Sun, Houfeng Wang:
Tag-Enhanced Tree-Structured Neural Networks for Implicit Discourse Relation Classification. CoRR abs/1803.01165 (2018) - [i46]Shuming Ma, Xu Sun, Wei Li, Sujian Li, Wenjie Li, Xuancheng Ren:
Query and Output: Generating Words by Querying Distributed Word Representations for Paraphrase Generation. CoRR abs/1803.01465 (2018) - [i45]Zhiyuan Zhang, Wei Li, Xu Sun:
Automatic Transferring between Ancient Chinese and Contemporary Chinese. CoRR abs/1803.01557 (2018) - [i44]Ji Wen, Xu Sun, Xuancheng Ren, Qi Su:
Structure Regularized Neural Network for Entity Relation Classification for Chinese Literature Text. CoRR abs/1803.05662 (2018) - [i43]Shuming Ma, Xu Sun, Junyang Lin, Xuancheng Ren:
A Hierarchical End-to-End Model for Jointly Improving Text Summarization and Sentiment Classification. CoRR abs/1805.01089 (2018) - [i42]Pengcheng Yang, Xu Sun, Wei Li, Shuming Ma:
Automatic Academic Paper Rating Based on Modularized Hierarchical Convolutional Neural Network. CoRR abs/1805.03977 (2018) - [i41]Junyang Lin, Xu Sun, Shuming Ma, Qi Su:
Global Encoding for Abstractive Summarization. CoRR abs/1805.03989 (2018) - [i40]Bingzhen Wei, Xuancheng Ren, Xu Sun, Yi Zhang, Xiaoyan Cai, Qi Su:
Regularizing Output Distribution of Abstractive Chinese Social Media Text Summarization for Improved Semantic Consistency. CoRR abs/1805.04033 (2018) - [i39]Shuming Ma, Xu Sun, Junyang Lin, Houfeng Wang:
Autoencoder as Assistant Supervisor: Improving Text Representation for Chinese Social Media Text Summarization. CoRR abs/1805.04869 (2018) - [i38]Shuming Ma, Xu Sun, Yizhong Wang, Junyang Lin:
Bag-of-Words as Target for Neural Machine Translation. CoRR abs/1805.04871 (2018) - [i37]Jingjing Xu, Xu Sun, Qi Zeng, Xuancheng Ren, Xiaodong Zhang, Houfeng Wang, Wenjie Li:
Unpaired Sentiment-to-Sentiment Translation: A Cycled Reinforcement Learning Approach. CoRR abs/1805.05181 (2018) - [i36]Junyang Lin, Xu Sun, Xuancheng Ren, Shuming Ma, Jinsong Su, Qi Su:
Deconvolution-Based Global Decoding for Neural Machine Translation. CoRR abs/1806.03692 (2018) - [i35]Pengcheng Yang, Xu Sun, Wei Li, Shuming Ma, Wei Wu, Houfeng Wang:
SGM: Sequence Generation Model for Multi-label Classification. CoRR abs/1806.04822 (2018) - [i34]Wei Li, Xuancheng Ren, Damai Dai, Yunfang Wu, Houfeng Wang, Xu Sun:
Sememe Prediction: Learning Semantic Knowledge from Unstructured Textual Wiki Descriptions. CoRR abs/1808.05437 (2018) - [i33]Jingjing Xu, Xuancheng Ren, Yi Zhang, Qi Zeng, Xiaoyan Cai, Xu Sun:
A Skeleton-Based Model for Promoting Coherence Among Sentences in Narrative Story Generation. CoRR abs/1808.06945 (2018) - [i32]Deli Chen, Shuming Ma, Pengcheng Yang, Xu Sun:
Identifying High-Quality Chinese News Comments Based on Multi-Target Text Matching Model. CoRR abs/1808.07191 (2018) - [i31]Yi Zhang, Jingjing Xu, Pengcheng Yang, Xu Sun:
Learning Sentiment Memories for Sentiment Modification without Parallel Data. CoRR abs/1808.07311 (2018) - [i30]Junyang Lin, Xu Sun, Xuancheng Ren, Muyu Li, Qi Su:
Learning When to Concentrate or Divert Attention: Self-Adaptive Attention Temperature for Neural Machine Translation. CoRR abs/1808.07374 (2018) - [i29]Junyang Lin, Qi Su, Pengcheng Yang, Shuming Ma, Xu Sun:
Semantic-Unit-Based Dilated Convolution for Multi-Label Text Classification. CoRR abs/1808.08561 (2018) - [i28]Fenglin Liu, Xuancheng Ren, Yuanxin Liu, Houfeng Wang, Xu Sun:
simNet: Stepwise Image-Topic Merging Network for Generating Detailed and Comprehensive Image Captions. CoRR abs/1808.08732 (2018) - [i27]Liangchen Luo, Jingjing Xu, Junyang Lin, Qi Zeng, Xu Sun:
An Auto-Encoder Matching Model for Learning Utterance-Level Semantic Dependency in Dialogue Generation. CoRR abs/1808.08795 (2018) - [i26]Pengcheng Yang, Shuming Ma, Yi Zhang, Junyang Lin, Qi Su, Xu Sun:
A Deep Reinforced Sequence-to-Set Model for Multi-Label Text Classification. CoRR abs/1809.03118 (2018) - [i25]Shu Liu, Jingjing Xu, Xuancheng Ren, Xu Sun:
Evaluating Semantic Rationality of a Sentence: A Sememe-Word-Matching Neural Network based on HowNet. CoRR abs/1809.03999 (2018) - [i24]Shuming Ma, Lei Cui, Damai Dai, Furu Wei, Xu Sun:
LiveBot: Generating Live Video Comments Based on Visual and Textual Contexts. CoRR abs/1809.04938 (2018) - [i23]Shuming Ma, Lei Cui, Furu Wei, Xu Sun:
Unsupervised Machine Commenting with Neural Variational Topic Model. CoRR abs/1809.04960 (2018) - [i22]Pengcheng Yang, Fuli Luo, Shuangzhi Wu, Jingjing Xu, Dongdong Zhang, Xu Sun:
Learning Unsupervised Word Mapping by Maximizing Mean Discrepancy. CoRR abs/1811.00275 (2018) - [i21]Liangchen Luo, Wenhao Huang, Qi Zeng, Zaiqing Nie, Xu Sun:
Learning Personalized End-to-End Goal-Oriented Dialog. CoRR abs/1811.04604 (2018) - 2017
- [i20]Jingjing Xu, Xu Sun:
Transfer Learning for Low-Resource Chinese Word Segmentation with a Novel Neural Network. CoRR abs/1702.04488 (2017) - [i19]Xu Sun, Shuming Ma:
Lock-Free Parallel Perceptron for Graph-based Dependency Parsing. CoRR abs/1703.00782 (2017) - [i18]Shuming Ma, Xu Sun:
A Generic Online Parallel Learning Framework for Large Margin Models. CoRR abs/1703.00786 (2017) - [i17]Shuming Ma, Xu Sun, Jingjing Xu, Houfeng Wang, Wenjie Li, Qi Su:
Improving Semantic Relevance for Sequence-to-Sequence Learning of Chinese Social Media Text Summarization. CoRR abs/1706.02459 (2017) - [i16]Xu Sun, Xuancheng Ren, Shuming Ma, Houfeng Wang:
meProp: Sparsified Back Propagation for Accelerated Deep Learning with Reduced Overfitting. CoRR abs/1706.06197 (2017) - [i15]Bingzhen Wei, Xu Sun, Xuancheng Ren, Jingjing Xu:
Minimal Effort Back Propagation for Convolutional Neural Networks. CoRR abs/1709.05804 (2017) - [i14]Shuming Ma, Xu Sun:
A Semantic Relevance Based Neural Network for Text Summarization and Text Simplification. CoRR abs/1710.02318 (2017) - [i13]Xu Sun, Bingzhen Wei, Xuancheng Ren, Shuming Ma:
Label Embedding Network: Learning Label Representation for Soft Training of Deep Networks. CoRR abs/1710.10393 (2017) - [i12]Jingjing Xu, Xu Sun, Sujian Li, Xiaoyan Cai, Bingzhen Wei:
Deep Stacking Networks for Low-Resource Chinese Word Segmentation with Transfer Learning. CoRR abs/1711.01427 (2017) - [i11]Xu Sun, Xuancheng Ren, Shuming Ma, Bingzhen Wei, Wei Li, Houfeng Wang:
Training Simplification and Model Simplification for Deep Learning: A Minimal Effort Back Propagation Method. CoRR abs/1711.06528 (2017) - [i10]Jingjing Xu, Ji Wen, Xu Sun, Qi Su:
A Discourse-Level Named Entity Recognition and Relation Extraction Dataset for Chinese Literature Text. CoRR abs/1711.07010 (2017) - [i9]Yi Zhang, Xu Sun, Yang Yang:
Does Higher Order LSTM Have Better Accuracy in Chunking and Named Entity Recognition? CoRR abs/1711.08231 (2017) - [i8]Xuancheng Ren, Xu Sun:
Hybrid Oracle: Making Use of Ambiguity in Transition-based Chinese Dependency Parsing. CoRR abs/1711.10163 (2017) - [i7]Xu Sun, Weiwei Sun, Shuming Ma, Xuancheng Ren, Yi Zhang, Wenjie Li, Houfeng Wang:
Complex Structure Leads to Overfitting: A Structure Regularization Decoding Method for Natural Language Processing. CoRR abs/1711.10331 (2017) - [i6]Yi Zhang, Xu Sun:
A Chinese Dataset with Negative Full Forms for General Abbreviation Prediction. CoRR abs/1712.06289 (2017) - 2016
- [i5]Shuming Ma, Xu Sun:
A New Recurrent Neural CRF for Learning Non-linear Edge Features. CoRR abs/1611.04233 (2016) - [i4]Hangfeng He, Xu Sun:
F-Score Driven Max Margin Neural Network for Named Entity Recognition in Chinese Social Media. CoRR abs/1611.04234 (2016) - 2015
- [i3]Xu Sun:
Towards Shockingly Easy Structured Classification: A Search-based Probabilistic Online Learning Framework. CoRR abs/1503.08381 (2015) - 2014
- [i2]Xu Sun:
Exact Decoding on Latent Variable Conditional Models is NP-Hard. CoRR abs/1406.4682 (2014) - [i1]Xu Sun:
Structure Regularization for Structured Prediction: Theories and Experiments. CoRR abs/1411.6243 (2014)
Coauthor Index
[j13] [j12] [j11] [j10] [j9] [j8] [j7] [c129] [c128] [c122] [c119] [c115] [c114] [c113] [c111] [c109] [c102] [c97] [c96] [c95] [c93] [c88] [c86] [c85] [c75] [c66] [c63] [c61] [c54] [c52] [c50] [c48] [c44] [c43] [c42] [c40] [c39] [c37] [c36] [c31] [i122] [i121] [i119] [i113] [i111] [i107] [i106] [i105] [i101] [i96] [i94] [i93] [i89] [i87] [i83] [i82] [i81] [i79] [i78] [i76] [i74] [i72] [i70] [i68] [i66] [i60] [i57] [i53] [i51] [i49] [i46] [i44] [i43] [i40] [i37] [i36] [i34] [i33] [i30] [i28] [i25] [i16] [i15] [i13] [i11] [i8] [i7]
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