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论文发表
1
Xu Han,Guoyang Zeng,Weilin Zhao,Zhiyuan Liu,Zhengyan Zhang,Jie Zhou,Jun Zhang,Jia Chao,Maosong Sun
BMInf: An Efficient Toolkit for Big Model Inference and Tuning
ACL (Demo) 2022 [ PDF ]
2
Ning Ding,Shengding Hu,Weilin Zhao,Yulin Chen,Zhiyuan Liu,Haitao Zheng,Maosong Sun
OpenPrompt: An Open-source Framework for Prompt-learning
ACL (Demo) 2022 [ PDF ]
3
Changzai Pan, Maosong Sun, Ke Deng
TopWORDS-Seg: Simultaneous Text Segmentation and Word Discovery for Open-Domain Chinese Texts via Bayesian Inference
ACL 2022 [ PDF ]
4
Xu Han, Yuqi Luo, Weize Chen, Zhiyuan Liu, Maosong Sun, Zhou Botong, Hao Fei, Suncong Zheng
Cross-Lingual Contrastive Learning for Fine-Grained Entity Typing for Low-Resource Languages
ACL 2022 [ PDF ]
5
Deming Ye, Yankai Lin, Peng Li, Maosong Sun
Packed Levitated Marker for Entity and Relation Extraction
ACL 2022 [ PDF ]
6
Cheng Chen, Yichun Yin, Lifeng Shang, Xin Jiang, Yujia Qin, Fengyu Wang, Zhi Wang, Xiao Chen, Zhiyuan Liu, Qun Liu
bert2BERT: Towards Reusable Pretrained Language Models
ACL 2022 [ PDF ]
7
Shulin Cao, Jiaxin Shi, Zijun Yao, Xin Lv, Jifan Yu, Lei Hou, Juanzi Li, Zhiyuan Liu, Jinghui Xiao
Program Transfer for Answering Complex Questions over Knowledge Bases
ACL 2022 [ PDF ]
8
Deming Ye, Yankai Lin, Peng Li, Maosong Sun, Zhiyuan Liu
A Simple but Effective Pluggable Entity Lookup Table for Pre-trained Language Models
ACL 2022 [ PDF ]
9
Biru Zhu, Yujia Qin, Fanchao Qi, Yangdong Deng, Zhiyuan Liu, Maosong Sun, Ming Gu
Pass off Fish Eyes for Pearls: Attacking Model Selection of Pre-trained Models
ACL 2022 [ PDF ]
10
Fanchao Qi, Yanhui Yang, Jing Yi, Zhili Cheng, Zhiyuan Liu, Maosong Sun
QuoteR: A Benchmark of Quote Recommendation for Writing
ACL 2022 [ PDF ]
11
Weize Chen, Xu Han, Yankai Lin, Hexu Zhao, Zhiyuan Liu, Peng Li, Maosong Sun, Jie Zhou
Fully Hyperbolic Neural Networks
ACL 2022 [ PDF ]
12
Yuxian Gu, Xu Han, Zhiyuan Liu, Minlie Huang
PPT: Pre-trained Prompt Tuning for Few-shot Learning
ACL 2022 [ PDF ]
13
Shengding Hu, Ning Ding, Huadong Wang, Zhiyuan Liu, Jingang Wang, Juanzi Li, Wei Wu, Maosong Sun
Knowledgeable Prompt-tuning: Incorporating Knowledge into Prompt Verbalizer for Text Classification
ACL 2022 [ PDF ]
14
Ganqu Cui, Shengding Hu, Ning Ding, Longtao Huang, Zhiyuan Liu
Prototypical Verbalizer for Prompt-based Few-shot Tuning
ACL 2022 [ PDF ]
15
Zhengyan Zhang, Yuxian Gu, Xu Han, Shengqi Chen, Chaojun Xiao, Zhenbo Sun Yuan Yao, Fanchao Qi, Jian Guan, Pei Ke, Yanzheng Cai, Guoyang Zeng, Zhixing Tan, Zhiyuan Liu, Minlie Huang, Wentao Han, Yang Liu, Xiaoyan Zhu, Maosong Sun
CPM-2: Large-scale Cost-effective Pre-trained Language Models
AI Open, 2022 [ PDF ]
16
Yu Zhang, Ziya Zhou, Maosong Sun
Influence of musical elements on the perception of 'Chinese style' in musi
Cogn. Comput. Syst.2022 [ PDF ]
17
Jinyi Hu, Xiaoyuan Yi, Wenhao Li, Maosong Sun, Xing Xie
Recurrence Boosts Diversity! Revisiting Recurrent Latent Variable in Transformer-Based Variational AutoEncoder for Diverse Text Generation
EMNLP (Findings) 2022 [ PDF ]
18
Wenhao Li, Xiaoyuan Yi, Jinyi Hu, Maosong Sun, Xing Xie
Evade the Trap of Mediocrity: Promoting Diversity and Novelty in Text Generation via Concentrating Attention
EMNLP 2022 [ PDF ]
19
Fanchao Qi, Chuancheng Lv, Zhiyuan Liu, Xiaojun Meng, Maosong Sun, Hai-Tao Zheng
Sememe Prediction for BabelNet Synsets using Multilingual and Multimodal Information
Findings of ACL 2022 [ PDF ]
20
Yining Ye, Fanchao Qi, Zhiyuan Liu, Maosong Sun
Going "Deeper": Structured Sememe Prediction via Transformer with Tree Attention
Findings of ACL 2022 [ PDF ]
21
Xin Lv, Yankai Lin, Yixin Cao, Lei Hou, Juanzi Li, Zhiyuan Liu, Peng Li, Jie Zhou
Do Pre-trained Models Benefit Knowledge Graph Completion? A Reliable Evaluation and a Reasonable Approach
Findings of ACL 2022 [ PDF ]
22
Feng Yao, Chaojun Xiao, Xiaozhi Wang, Zhiyuan Liu, Lei Hou, Cunchao Tu, Juanzi Li, Yun Liu, Weixing Shen, Maosong Sun
LEVEN: A Large-Scale Chinese Legal Event Detection Dataset
Findings of ACL 2022 [ PDF ]
23
Yuan Yao, Bowen Dong, Ao Zhang, Zhengyan Zhang, Ruobing Xie, Zhiyuan Liu, Leyu Lin, Maosong Sun, Jianyong Wang
Prompt Tuning for Discriminative Pre-trained Language Models
Findings of ACL 2022 [ PDF ]
24
Yujia Qin, Jiajie Zhang, Yankai Lin, Zhiyuan Liu, Peng Li, Maosong Sun, Jie Zhou
ELLE: Efficient Lifelong Pre-training for Emerging Data
Findings of ACL 2022 [ PDF ]
25
Zhengyan Zhang,Yankai Lin,Zhiyuan Liu,Peng Li,Maosong Sun,Jie Zhou
MoEfication: Transformer Feed-forward Layers are Mixtures of Experts
Findings of ACL 2022 [ PDF ]
26
Zhixing Tan, Zeyuan Yang, Meng Zhang, Qun Liu, Maosong Sun, and Yang Liu
Dynamic Multi-branch Layers for On-device Neural Machine Translation
IEEE Transactions on Audio, Speech and Language Processing [ PDF ]
27
Changxing Wu, Liuwen Cao, Yubin Ge, Yang Liu, Min Zhang, and Jinsong Su
A Label Dependence-aware Sequence Generation Model for Multi-level Implicit Discourse Relation Recognition
In Proceedings of AAAI 2022 [ PDF ]
28
Zhixing Tan, Xiangwen Zhang, Shuo Wang, and Yang Liu
MSP: Multi-Stage Prompting for Making Pre-trained Language Models Better Translators
In Proceedings of ACL 2022 [ PDF ]
29
Shuo Wang, Zhixing Tan, and Yang Liu. 2022
Integrating Vectorized Lexical Constraints for Neural Machine Translation
In Proceedings of ACL 2022 [ PDF ]
30
Mingze Sun, Weizhi Ma, and Yang Liu
Global and Local Feature Interaction with Vision Transformer for Few-shot Image Classification
In Proceedings of CIKM 2022 [ PDF ]
31
Qiying Yu, Jieming Lou, Xianyuan Zhan, Qizhang Li, Jingjing Liu, Wangmeng Zuo, and Yang Liu
Adversarial Contrastive Learning via Asymmetric InfoNCE
In Proceedings of ECCV 2022 [ PDF ]
32
Chi Chen, Peng Li, Maosong Sun, and Yang Liu
End-to-End Unsupervised Vision-and-Language Pre-training with Referring Expression Matching
In Proceedings of EMNLP 2022 [ PDF ]
33
Kaiyu Huang, Peng Li, Jin Ma, and Yang Liu
Entropy-based Vocabulary Substitution for Incremental Learning in Multilingual Neural Machine Translation
In Proceedings of EMNLP 2022 [ PDF ]
34
Shuo Wang, Peng Li, Zhixing Tan, Zhaopeng Tu, Maosong Sun, and Yang Liu
A Template-based Method for Constrained Neural Machine Translation
In Proceedings of EMNLP 2022 [ PDF ]
35
Zonghan Yang and Yang Liu. 2022
On Robust Prefix-Tuning for Text Classification
In Proceedings of ICLR 2022 [ PDF ]
36
Fuchao Wei, Chenglong Bao, and Yang Liu. 2022
A Class of Short-term Recurrence Anderson Mixing Methods and Their Applications
In Proceedings of ICLR 2022 [ PDF ]
37
Fei Huang, Hao Zhou, Yang Liu, Hang Li, and Minlie Huang
Directed Acyclic Transformer for Non-Autoregressive Machine Translation
In Proceedings of ICML 2022 [ PDF ]
38
Yuanchi Zhang and Yang Liu
DirectQuote: A Dataset for Direct Quotation Extraction and Attribution in News Articles
In Proceedings of LREC 2022 [ PDF ]
39
Fuchao Wei, Chenglong Bao, Yang Liu, and Guangwen Yang
A Variant of Anderson Mixing with Minimal Memory Size
In Proceedings of NeurIPS 2022 [ PDF ]
40
Zonghan Yang, Tianyu Pang, and Yang Liu
A Closer Look at the Adversarial Robustness of Deep Equilibrium Models
In Proceedings of NeurIPS 2022 [ PDF ]
41
Xiangzhe Kong, Wenbing Huang, Zhixing Tan, and Yang Liu
Molecule Generation by Principal Subgraph Mining and Assembling
In Proceedings of NeurIPS 2022 [ PDF ]
42
Pin Chen, Rui Jiao, Yang Liu, and Yutong Lu
Interpretable Graph Transformer Network for Predicting Adsorption Isotherms of Metal-Organic Frameworks
Journal of Chemical Information and Modeling [ PDF ]
43
Yujia Qin, Yankai Lin, Jing Yi, Jiajie Zhang, Xu Han, Zhengyan Zhang, Yusheng Su, Zhiyuan Liu, Peng Li, Maosong Sun, Jie Zhou
Knowledge Inheritance for Pre-trained Language Models
NAACL 2022 [ PDF ]
44
Jinyi Hu, Xiaoyuan Yi, Wenhao Li, Maosong Sun, Xing Xie
Fuse It More Deeply! A Variational Transformer with Layer-Wise Latent Variable Inference for Text Generation
NAACL-HLT 2022 [ PDF ]
45
Zheni Zeng, Yuan Yao,Zhiyuan Liu, Maosong Sun
A Deep-learning System Bridging Molecule Structure and Biomedical Text with Comprehension Comparable to Human Professionals
Nature Communications, 2022 [ PDF ]
1
Gang Chen, Yang Liu, Huanbo Luan, Meng Zhang, Qun Liu, and Maosong Sun
Learning to Predict Explainable Plots for Neural Story Generation
IEEE Transactions on Audio, Speech and Language Processing[ PDF ]
2
Jiacheng Zhang, Huanbo Luan, Maosong Sun, Feifei Zhai, Jingfang Xu, and Yang Liu
Neural Machine Translation with Explicit Phrase Alignment
IEEE Transactions on Audio, Speech and Language Processing[ PDF ]
3
Jiali Zeng, Jinsong Su, Yubin Ge, Yang Liu, Jun Xie, Linfeng Song, and Junfeng Yao
Domain Adaptive Meta-learning for Dialogue Tracking
IEEE Transactions on Audio, Speech and Language Processing[ PDF ]
4
Ziyao Lu, Xiang Li, Yang Liu, Chulun Zhou, Jianwei Cui, Bin Wang, Min Zhang, and Jinsong Su
Exploring Multi-stage Information Interactions for Multi-source Neural Machine Translation
IEEE Transactions on Audio, Speech and Language Processing[ PDF ]
5
Mieradilijiang Maimaiti, Yang Liu, Huanbo Luan, Zegao Pan, and Maosong Sun
Improving Data Augmentation for Low-resource NMT Guided by POS-tagging and Paraphrase Embedding
ACM Transactions on Asian and Low-resource Language Information Processing[ PDF ]
6
Zhixing Tan, Shuo Wang, Zonghan Yang, Gang Chen, Xuancheng Huang, Maosong Sun, and Yang Liu
Neural Machine Translation: A Review of Methods, Resources, and Tools
AI Open[ PDF ]
7
Gang Chen, Maosong Sun, and Yang Liu
Towards a Universal Continuous Knowledge Base
AI Open[ PDF ]
8
Zhengyan Zhang, Yuxian Gu, Xu Han, Shengqi Chen, Chaojun Xiao, Zhenbo Sun, Yuan Yao, Fanchao Qi, Jian Guan, Pei Ke, Yanzheng Cai, Guoyang Zeng, Zhixing Tan, Zhiyuan Liu, Minlie Huang, Wentao Han, Yang Liu, Xiaoyan Zhu, and Maosong Sun
CPM-2: Large-scale Cost-effective Pre-trained Language Models
AI Open[ PDF ]
9
Xu Han, Zhengyan Zhang, Ning Ding, Yuxian Gu, Xiao Liu, Yuqi Huo, Jiezhong Qiu, Liang Zhang, Wentao Han, Minlie Huang, Qin Jin, Yanyan Lan, Yang Liu, Zhiyuan Liu, Zhiwu Lu, Xipeng Qiu, Ruihua Song, Jie Tang, Ji-Rong Wen, Jinhui Yuan, Wayne Xin Zhao, and Jun Zhu
Pre-Trained Models: Past, Present and Future
AI Open[ PDF ]
10
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[ PDF ]
11
Yusheng Su, Xu Han, Zhengyan Zhang, Peng Li, Zhiyuan Liu, Yankai Lin, Jie Zhou, Maosong Sun
CokeBERT: Contextual Knowledge Selection and Embedding towards Enhanced Pre-Trained Language Models
AI Open[ PDF ]
12
Zhengyan Zhang, Fanchao Qi, Zhiyuan Liu, Qun Liu, Maosong Sun
Know What You Don't Need: Single-Shot Meta-Pruning for Attention Heads
AI Open[ PDF ]
13
Chaojun Xiao, Xueyu Hu, Zhiyuan Liu, Cunchao Tu, Maosong Sun
Lawformer: A Pre-trained Language Model for Chinese Legal Long Documents
AI Open[ PDF ]
14
Xiaozhi Wang, Tianyu Gao, Zhaocheng Zhu, Zhengyan Zhang, Zhiyuan Liu, Juanzi Li, Jian Tang
KEPLER: A Unified Model for Knowledge Embedding and Pre-trained Language Representation
Transactions of the Association for Computational Linguistics (TACL)[ PDF ]
15
Jie Zhou, Ganqu Cui, Shengding Hu, Zhengyan Zhang, Cheng Yang, Zhiyuan Liu, Lifeng Wang, Changcheng Li, Maosong Sun
Graph Neural Networks: A Review of Methods and Applications
AI Open[ PDF ]
16
Fanchao Qi, Ruobing Xie, Yuan Zang, Zhiyuan Liu and Maosong Sun
Sememe Knowledge Computation: A Review of Recent Advances in Application and Expansion of Sememe Knowledge Bases
Frontiers of Computer Science[ PDF ]
17
Zheni Zeng, Chaojun Xiao, Yuan Yao, Ruobing Xie, Zhiyuan Liu, Fen Lin, Leyu Lin and Maosong Sun
Knowledge Transfer via Pre-training for Recommendation: A Review and Prospect
Frontiers in Big Data[ PDF ]
18
Yuanhang Zheng, Zhixing Tan, Meng Zhang, Mieradilijiang Maimaiti, Huanbo Luan, Maosong Sun, Qun Liu and Yang Liu
Self-Supervised Quality Estimation for Machine Translation
In Proceedings of EMNLP 2021[ PDF ]
19
Mieradilijiang Maimaiti, Yang Liu, Yuanhang Zheng, Gang Chen, Kaiyu Huang, Ji Zhang, Huanbo Luan and Maosong Sun
Segment, Mask, and Predict: Augmenting Chinese Word Segmentation with Self-Supervision
In Proceedings of EMNLP 2021[ PDF ]
20
Bo Ouyang, Wenbing Huang, Runfa Chen, Zhixing Tan, Yang Liu, Maosong Sun and Jihong Zhu
Knowledge Representation Learning with Contrastive Completion Coding
In Findings of the Association for Computational Linguistics: EMNLP 2021[ PDF ]
21
Yuan Yao, Jiaju Du, Yankai Lin, Peng Li, Zhiyuan Liu, Jie Zhou and Maosong Sun
CodRED: A Cross-Document Relation Extraction Dataset for Acquiring Knowledge in the Wild
In Proceedings of EMNLP 2021[ PDF ]
22
Xin Lv, Yixin Cao, Lei Hou, Juanzi Li, Zhiyuan Liu, Yichi Zhang, Zelin Dai
Is Multi-Hop Reasoning Really Explainable? Towards Benchmarking Reasoning Interpretability
In Proceedings of EMNLP 2021[ PDF ]
23
Fanchao Qi, Yangyi Chen, Mukai Li, Yuan Yao, Zhiyuan Liu, Maosong Sun
ONION: A Simple and Effective Defense Against Textual Backdoor Attacks
In Proceedings of EMNLP 2021[ PDF ]
24
Fanchao Qi, Yangyi Chen, Xurui Zhang, Mukai Li, Zhiyuan Liu, Maosong Sun
Mind the Style of Text! Adversarial and Backdoor Attacks Based on Text Style Transfer
In Proceedings of EMNLP 2021[ PDF ]
25
Huiyuan Xie, Zhenghao Liu, Chenyan Xiong, Zhiyuan Liu, Ann Copestake
TIAGE: A Benchmark for Topic-Shift Aware Dialog Modeling
In Findings of EMNLP 2021[ PDF ]
26
Yuan Yao, Ao Zhang, Xu Han, Mengdi Li, Cornelius Weber, Zhiyuan Liu, Stefan Wermter, Maosong Sun
Visual Distant Supervision for Scene Graph Generation
In Proceedings of ICCV 2021[ PDF ]
27
Mengdi Li, Cornelius Weber, Matthias Kerzel, Jae Hee Lee, Zeng Zheni, Zhiyuan Liu, Stefan Wermter
Efficient Robotic Object Existence Prediction by Occlusion Reasoning
2021 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS 2021)
28
Yizhi Li, Zhenghao Liu, Chenyan Xiong and Zhiyuan Liu
More Robust Dense Retrieval with Contrastive Dual Learning
In Proceedings of ICTIR 2021[ PDF ]
29
Chi Chen, Maosong Sun, and Yang Liu
Mask-Align: Self-Supervised Neural Word Alignment
In Proceedings of ACL-IJCNLP 2021[ PDF ]
30
Xuancheng Huang, Jingfang Xu, Maosong Sun, and Yang Liu
Transfer Learning for Sequence Generation: from Single-source to Multi-source
In Proceedings of ACL-IJCNLP 2021[ PDF ]
31
Shuo Wang, Zhaopeng Tu, Zhixing Tan, Shuming Shi, Maosong Sun and Yang Liu
On the Language Coverage Bias for Neural Machine Translation
In Findings of the Association for Computational Linguistics: ACL-IJCNLP 2021[ PDF ]
32
Rui Jiao, Zonghan Yang, Maosong Sun and Yang Liu
Alternated Training with Synthetic and Authentic Data for Neural Machine Translation
In Findings of the Association for Computational Linguistics: ACL-IJCNLP 2021[ PDF ]
33
Ziqi Wang, Xiaozhi Wang, Xu Han, Yankai Lin, Lei Hou, Zhiyuan Liu, Peng Li, Juanzi Li and Jie Zhou
CLEVE: Contrastive Pre-training for Event Extraction
In Proceedings of ACL-IJCNLP 2021[ PDF ]
34
Si Sun, Yingzhuo Qian, Zhenghao Liu, Chenyan Xiong, Kaitao Zhang, Jie Bao, Zhiyuan Liu and Paul Bennett
Few-Shot Text Ranking with Meta Adapted Synthetic Weak Supervision
In Proceedings of ACL-IJCNLP 2021[ PDF ]
35
Ning Ding, Guangwei Xu, Yulin Chen, Xiaobin Wang, Xu Han, Pengjun Xie, Haitao Zheng and Zhiyuan Liu
Few-NERD: A Few-shot Named Entity Recognition Dataset
In Proceedings of ACL-IJCNLP 2021[ PDF ]
36
Yujia Qin, Yankai Lin, Ryuichi Takanobu, Zhiyuan Liu, Peng Li, Heng Ji, Minlie Huang, Maosong Sun and Jie Zhou
ERICA: Improving Entity and Relation Understanding for Pre-trained Language Models via Contrastive Learning
In Proceedings of ACL-IJCNLP 2021[ PDF ]
37
Fanchao Qi, Mukai Li, Yangyi Chen, Zhengyan Zhang, Zhiyuan Liu, Yasheng Wang and Maosong Sun
Hidden Killer: Invisible Textual Backdoor Attacks with Syntactic Trigger
In Proceedings of ACL-IJCNLP 2021[ PDF ]
38
Fanchao Qi, Yuan Yao, Sophia Xu, Zhiyuan Liu and Maosong Sun
Turn the Combination Lock: Learnable Textual Backdoor Attacks via Word Substitution
In Proceedings of ACL-IJCNLP 2021[ PDF ]
39
Fanchao Qi, Yangyi Chen, Fengyu Wang, Zhiyuan Liu, Xiao Chen and Maosong Sun
Automatic Construction of Sememe Knowledge Bases via Dictionaries
In Findings of ACL 2021[ PDF ]
40
Fuchao Wei, Chenglong Bao, and Yang Liu
Stochastic Anderson Mixing for Nonconvex Stochastic Optimization
In Proceedings of NeurIPS 2021[ PDF ]
41
Jie Zhou, Shengding Hu, Xin Lv, Cheng Yang, Zhiyuan Liu, Wei Xu, Jie Jiang, Juanzi Li and Maosong Sun
KACC: A Multi-task Benchmark for Knowledge Abstraction, Concretization and Completion
In Findings of ACL 2021[ PDF ]
42
Chenglei Si, Zhengyan Zhang, Fanchao Qi, Zhiyuan Liu, Yasheng Wang, Qun Liu and Maosong Sun
Better Robustness by More Coverage: Adversarial and Mixup Data Augmentation for Robust Finetuning
In Findings of ACL 2021[ PDF ]
43
Tianyu Gao, Xu Han, Yuzhuo Bai, Keyue Qiu, Zhiyu Xie, Yankai Lin, Zhiyuan Liu, Peng Li, Maosong Sun and Jie Zhou
Manual Evaluation Matters: Reviewing Test Protocols of Distantly Supervised Relation Extraction
In Findings of ACL 2021[ PDF ]
44
Zhenghao Liu, Kaitao Zhang, Chenyan Xiong, Zhiyuan Liu and Maosong Sun
OpenMatch: An Open Source Library for Neu-IR Research
In Proceedings of SIGIR 2021[ PDF ]
45
Shi Yu, Zhenghao Liu, Chenyan Xiong, Tao Feng and Zhiyuan Liu
Few-Shot Conversational Dense Retrieval
In Proceedings of SIGIR 2021[ PDF ]
46
Kai Zhang, Yuan Yao, Ruobing Xie, Xu Han, Zhiyuan Liu, Fen Lin, Leyu Lin and Maosong Sun
Open Hierarchical Relation Extraction
In Proceedings of NAACL-HLT 2021[ PDF ]
47
Deming Ye, Yankai Lin, Yufei Huang, Maosong Sun
TR-BERT: Dynamic Token Reduction for Accelerating BERT Inference
In Proceedings of NAACL-HLT 2021[ PDF ]
48
Yuan Yao, Haoxi Zhong, Zhengyan Zhang, Xu Han, Xiaozhi Wang, Kai Zhang, Chaojun Xiao, Guoyang Zeng, Zhiyuan Liu and Maosong Sun
Adversarial Language Games for Advanced Natural Language Intelligence
In Proceedings of AAAI 2021[ PDF ]
1
Yun Chen, Yang Liu, Guanhua Chen, Xin Jiang, and Qun Liu.
Accurate Word Alignment Induction from Neural Machine Translation.
In Proceedings of EMNLP 2020, November 16-20.[ PDF ]
2
Ganqu Cui, Jie Zhou, Cheng Yang, Zhiyuan Liu.
Adaptive Graph Encoder for Attributed Graph Embedding.
In Procedding of KDD 2020, August 23–27, Virtual Event, USA.[ PDF ]
3
Xu Han, Yi Dai, Tianyu Gao, Yankai Lin, Zhiyuan Liu, Peng Li, Maosong Sun, Jie Zhou.
Continual Relation Learning via Episodic Memory Activation and Reconsolidation.
In Proceedings of ACL 2020, Seattle, USA, July 5-10.[ PDF ]
4
Deming Ye, Yankai Lin, Jiaju Du, Zhenghao Liu, Peng Li, Maosong Sun and Zhiyuan Liu.
Coreferential Reasoning Learning for Language Representation.
In Proceedings of EMNLP 2020, November 16-20.[ PDF ]
5
Huimin Chen, Zeyu Zhu, Fanchao Qi, Yining Ye, Zhiyuan Liu, Maosong Sun, Jianbin Jin.
Country Image in COVID-19 Pandemic: A Case Study of China.
 IEEE Transactions on Big Data (IEEE TBD), 2020.[ PDF ]
6
Chaojun Xiao, Yuan Yao, Ruobing Xie, Xu Han, Zhiyuan Liu, Maosong Sun, Fen Lin and Leyu Lin.
Denoising Relation Extraction from Document-level Distant Supervision.
In Proceedings of EMNLP 2020, November 16-20.[ PDF ]
7
Xin Lv, Xu Han, Lei Hou, Juanzi Li, Zhiyuan Liu, Wei Zhang, Yichi Zhang, Hao Kong and Suhui Wu.
Dynamic Anticipation and Completion for Multi-Hop Reasoning over Sparse Knowledge Graph.
In Proceedings of EMNLP 2020, November 16-20.[ PDF ]
8
Mieradilijiang Maimaiti, Yang Liu, Huanbo Luan, and Maosong Sun.
Enriching Transfer Learning with Pre-trained Lexicon Embedding for Low-resource Neural Machine Translation.
Journal of Tsinghua University (Science and Technology).[ PDF ]
9
Jifan Yu, Chenyu Wang, Gan Luo, Lei Hou, Juanzi Li, Jie Tang, Minlie Huang and Zhiyuan Liu.
ExpanRL: Hierarchical Reinforcement Learning for Course Concept Expansion in MOOCs.
In Proceedings of AACL-IJCNLP 2020, December 4 - 7, 2020.[ PDF ]
10
Yixin Cao, Ruihao Shui, Liangming Pan, Min-Yen Kan, Zhiyuan Liu, Tat-Seng Chua.
Expertise Style Transfer: A New Task Towards Better Communication between Experts and Laymen.
In Proceedings of ACL 2020, Seattle, USA, July 5-10.[ PDF ]
11
Zhiyuan Liu, Yixin Cao, Liangming Pan, Juanzi Li, Zhiyuan Liu, and Tat-Seng Chua.
Exploring and Evaluating Attributes, Values, and Structure for Entity Alignment.
In Proceedings of EMNLP 2020, November 16-20.[ PDF ]
12
Shi Yu, Jiahua Liu, Jingqin Yang, Chenyan Xiong, Paul Bennett, Jianfeng Gao, Zhiyuan Liu.
Few-Shot Generative Conversational Query Rewriting.
In Procedding of SIGIR 2020, July 25–30, Virtual Event, China.[ PDF ]
13
Zhenghao Liu, Chenyan Xiong, Maosong Sun, Zhiyuan Liu.
Fine-grained Fact Verification with Kernel Graph Attention Network.
In Proceedings of ACL 2020, Seattle, USA, July 5-10.[ PDF ]
14
Shengding Hu, Zheng Xiong, Meng Qu, Xingdi Yuan, Marc-Alexandre Côté, Zhiyuan Liu and Jian Tang.
Graph Policy Network for Transferable Active Learning on Graphs.
In Proceedings of NeurIPS 2020, Vancouver, Canada..[ PDF ]
15
Houyu Zhang, Zhenghao Liu, Chenyan Xiong, Zhiyuan Liu.
Grounded Conversation Generation as Guided Traverses in Commonsense Knowledge Graphs.
In Proceedings of ACL 2020, Seattle, USA, July 5-10.[ PDF ]
16
Haoxi Zhong, Chaojun Xiao, Cunchao Tu, Tianyang Zhang, Zhiyuan Liu, Maosong Sun.
How Does NLP Benefit Legal System: A Summary of Legal Artificial Intelligence.
In Proceedings of ACL 2020, Seattle, USA, July 5-10.[ PDF ]
17
Yujia Qin, Fanchao Qi, Sicong Ouyang, Zhiyuan Liu, Cheng Yang, Yasheng Wang, Qun Liu, Maosong Sun.
Improving Sequence Modeling Ability of Recurrent Neural Networks via Sememes.
IEEE Transactions on Audio, Speech and Language Processing (IEEE TASLP), 2020.[ PDF ]
18
Liner Yang, Cunliang Kong, Yun Chen, Yang Liu, Qinan Fan, and Erhong Yang.
Incorporating Sememes into Chinese Definition Modeling.
IEEE Transactions on Audio, Speech and Language Processing, Volume 28, pages 1669-1677.[ PDF ]
19
Zonghan Yang, Yang Liu, Chenglong Bao, and Zuoqiang Shi.
Interpolation between Residual and Non-Residual Networks.
In Proceedings of ICML 2020, Vienna, Austria, July 12-18.[ PDF ]
20
Xu Han, Yuzhuo Bai, Keyue Qiu, Zhiyuan Liu and Maosong Sun.
IsOBS: An Information System for Oracle Bone Script.
In Proceedings of EMNLP 2020, November 16-20.[ PDF ]
21
Haoxi Zhong, Yuzhong Wang, Cunchao Tu, Tianyang Zhang, Zhiyuan Liu, Maosong Sun.
Iteratively Questioning and Answering for Interpretable Legal Judgment Prediction.
In Proceedings of AAAI 2020, New York, USA, February 7-12.[ PDF ]
22
Haoxi Zhong, Chaojun Xiao, Cunchao Tu, Tianyang Zhang, Zhiyuan Liu, Maosong Sun.
JEC-QA: A Legal-Domain Question Answering Dataset.
In Proceedings of AAAI 2020, New York, USA, February 7-12.[ PDF ]
23
Hao Peng, Tianyu Gao, Xu Han, Yankai Lin, Peng Li, Zhiyuan Liu, Maosong Sun and Jie Zhou.
Learning from Context or Names? An Empirical Study on Neural Relation Extraction.
In Proceedings of EMNLP 2020, November 16-20.[ PDF ]
24
Yujia Qin, Ziqi Wang, Wenxuan Zhou, Jun Yan, Qinyuan Ye, Xiang Ren, Leonardo Neves, Zhiyuan Liu.
Learning from Explanations with Neural Module Execution Tree.
 The 8th International Conference on Learning Representations (ICLR 2020).[ PDF ]
25
Meng Zhang, Xin Jiang, Yang Liu, and Qun Liu.
Learning to Detect Unacceptable Machine Translations for Downstream Tasks.
arXiv:2005.[ PDF ]
26
Gang Chen, Yang Liu, Huanbo Luan, Meng Zhang, Qun Liu, and Maosong Sun.
Learning to Predict Explainable Plots for Neural Story Generation.
IEEE Transactions on Audio, Speech and Language Processing.
27
Chi Chen, Maosong Sun, and Yang Liu.
Mask-Align: Self-Supervised Neural Word Alignment.
arXiv:2012.[ PDF ]
28
Xiaozhi Wang, Ziqi Wang, Xu Han, Wangyi Jiang, Rong Han, Zhiyuan Liu, Juanzi Li, Peng Li, Yankai Lin and Jie Zhou.
MAVEN: A Massive General Domain Event Detection Dataset.
In Proceedings of EMNLP 2020, November 16-20.[ PDF ]
29
Bowen Dong, Yuan Yao, Ruobing Xie, Tianyu Gao, Xu Han, Zhiyuan Liu, Fen Lin, Leyu Lin and Maosong Sun.
Meta-Information Guided Meta-Learning for Few-Shot Relation Classification.
In Proceedings of COLING 2020, Barcelona, Spain (Online), December 8-13, 2020.[ PDF ]
30
Xuancheng Huang, Jiacheng Zhang, Zhixing Tan, Derek Wong, Huanbo Luan, Jingfang Xu, Maosong Sun, and Yang Liu.
Modeling Voting for System Combination in Machine Translation.
In Proceedings of IJCAI 2020, Yokohama, Japan, July 11-17.[ PDF ]
31
Jifan Yu, Gan Luo, Tong Xiao, Qingyang Zhong, Yuquan Wang, Wenzheng Feng, Junyi Luo, Chenyu Wang, Lei Hou, Juanzi Li, Zhiyuan Liu, Jie Tang.
MOOCCube: A Large-scale Data Repository for NLP Applications in MOOCs.
In Proceedings of ACL 2020, Seattle, USA, July 5-10.[ PDF ]
32
Xu Han, Tianyu Gao, Yankai Lin, Hao Peng, Yaoliang Yang, Chaojun Xiao, Zhiyuan Liu, Peng Li, Jie Zhou and Maosong Sun.
More Data, More Relations, More Context and More Openness: A Review and Outlook for Relation Extraction.
In Proceedings of AACL-IJCNLP 2020, December 4 - 7, 2020.[ PDF ]
33
Lei Zhang, Fanchao Qi, Zhiyuan Liu, Yasheng Wang, Qun Liu, Maosong Sun.
Multi-channel Reverse Dictionary Model.
In Proceedings of AAAI 2020, New York, USA, February 7-12.[ PDF ]
34
Fandong Meng, Jinchao Zhang, Yang Liu, and Jie Zhou.
Multi-Zone Unit for Recurrent Neural Networks.
In Proceedings of AAAI 2020, New York, USA, February 7-12.
35
Xiaozhi Wang, Shengyu Jia, Xu Han, Zhiyuan Liu, Juanzi Li, Peng Li and Jie Zhou.
Neural Gibbs Sampling for Joint Event Argument Extraction.
In Proceedings of AACL-IJCNLP 2020, December 4 - 7, 2020.[ PDF ]
36
Zhixing Tan, Shuo Wang, Zonghan Yang, Gang Chen, Xuancheng Huang, Maosong Sun, and Yang Liu.
Neural Machine Translation: A Review of Methods, Resources, and Tools.
AI Open.
37
Tianyu Gao, Xu Han, Ruobing Xie, Zhiyuan Liu, Fen Lin, Leyu Lin, Maosong Sun.
Neural Snowball for Few-Shot Relation Learning.
In Proceedings of AAAI 2020, New York, USA, February 7-12.[ PDF ]
38
Shuo Wang, Zhaopeng Tu, Shuming Shi, and Yang Liu.
On the Inference Calibration of Neural Machine Translation.
In Proceedings of ACL 2020, Seattle, USA, July 5-10.[ PDF ]
39
Zihao Fu, Bei Shi, Wai Lam, Lidong Bing and Zhiyuan Liu.
Partially-Aligned Data-to-Text Generation with Distant Supervision.
In Proceedings of EMNLP 2020, November 16-20.[ PDF ]
40
Ayana, Yun Chen, Cheng Yang, Zhiyuan Liu, Maosong Sun.
Reinforced Zero-Shot Cross-Lingual Neural Headline Generation.
 IEEE Transactions on Audio, Speech and Language Processing (IEEE TASLP), 2020.[ PDF ]
41
Chuan Shi, Yuanfu Lu, Linmei Hu, Zhiyuan Liu, Huadong Ma.
RHINE: Relation Structure-Aware Heterogeneous Information Network Embedding.
IEEE Transactions on Knowledge and Data Engineering (IEEE TKDE), 2020.[ PDF ]
42
Kaitao Zhang, Chenyan Xiong, Zhenghao Liu, Zhiyuan Liu.
Selective Weak Supervision for Neural Information Retrieval.
In Proceedings of WWW 2020, April 20–24,Taipei, Taiwan, China .[ PDF ]
43
Fanchao Qi, Liang Chang, Maosong Sun, Sicong Ouyang, Zhiyuan Liu.
Towards Building A Multilingual Sememe Knowledge Base: Predicting Sememes for BabelNet Synsets.
In Proceedings of AAAI 2020, New York, USA, February 7-12.[ PDF ]
44
Yuxian Gu, Zhengyan Zhang, Xiaozhi Wang, Zhiyuan Liu and Maosong Sun.
Train No Evil: Selective Masking for Task-guided Pre-training.
In Proceedings of EMNLP 2020, November 16-20.[ PDF ]
45
Bairu Hou, Fanchao Qi, Yuan Zang, Xurui Zhang, Zhiyuan Liu and Maosong Sun.
Try to Substitute: An Unsupervised Chinese Word Sense Disambiguation Method Based on HowNet.
In Proceedings of COLING 2020, Barcelona, Spain (Online), December 8-13, 2020.[ PDF ]
46
Fanchao Qi, Lei Zhang, Yang Yanhui, Zhiyuan Liu and Maosong Sun.
WantWords: An Open-source Online Reverse Dictionary System.
In Proceedings of EMNLP 2020, November 16-20.[ PDF ]
47
Yuan Zang, Fanchao Qi, Chenghao Yang, Zhiyuan Liu, Meng Zhang, Qun Liu, Maosong Sun.
Word-level Textual Adversarial Attacking as Combinatorial Optimization.
In Proceedings of ACL 2020, Seattle, USA, July 5-10.[ PDF ]
48
Xiaoyuan Yi, Zhenghao Liu, Wenhao Li and Maosong Sun.
Text Style Transfer via Learning Style Instance Supported Latent Space.
In Proceedings of IJCAI 2020, Virtual Event, Japana, January 7-15.[ PDF ]
49
Xiaoyuan Yi, Ruoyu Li, Cheng Yang, Wenhao Li and Maosong Sun.
MixPoet: Diverse Poetry Generation via Learning Controllable Mixed Latent Space.
In Proceedings of AAAI 2020, New York, USA, February 7-12.[ PDF ]
50
Jinyi Hu and Maosong Sun.
Generating Major Types of Chinese Classical Poetry in a Uniformed Framework.
In Proceedings of Language Resources and Evaluation Conference 2020, Marseille, France, May 11-16.[ PDF ]
51
Wangchunshu Zhou, Jinyi Hu, Hanlin Zhang, Xiaodan Liang, Maosong Sun, Chenyan Xiong, Jian Tang.
Towards Interpretable Natural Language Understanding with Explanations as Latent Variables.
In Proceedings of NeurIPS 2020, Virtual Event, December 6-12.[ PDF ]
52
梁健楠，孙茂松，矣晓沅.
基于深度神经网络的诗词检索.
中文信息学报, 34(12): 106-115.
1
Huimin Chen, Xiaoyuan Yi, Maosong Sun, Wenhao Li, Cheng Yang and Zhipeng Guo.
Sentiment-Controllable Chinese Poetry Generation.
In Proceedings of IJCAI 2019, Macao, China.[ PDF ]
2
Fuli Feng, Huimin Chen, Xiangnan He, Ji Ding, Maosong Sun, Tatseng Chua.
Enhancing Stock Movement Prediction with Adversarial Training.
In Proceedings of IJCAI 2019, Macao, China.[ PDF ]
3
Zhipeng Guo, Xiaoyuan Yi, Maosong Sun, Wenhao Li, Cheng Yang, Jiannan Liang, Huimin Chen, Yuhui Zhang and Ruoyu Li.
Jiuge: A Human-Machine Collaborative Chinese Classical Poetry Generation System.
In Proceedings of ACL 2019, Florence, Italy.[ PDF ]
4
Xuebo Liu, Derek F. Wong, Yang Liu, Lidia S. Chao, Tong Xiao, and Jingbo Zhu.
Shared-Private Bilingual Word Embeddings for Neural Machine Translation.
In Proceedings of ACL 2019, Florence, Italy.[ PDF ]
5
Zonghan Yang, Yong Cheng, Yang Liu, and Maosong Sun.
Reducing Word Omission Errors in Neural Machine Translation: A Contrastive Learning Approach.
In Proceedings of ACL 2019, Florence, Italy.[ PDF ]
6
Shuo Wang, Yang Liu, Chao Wang, Huanbo Luan and Maosong Sun.
Improving Back-Translation with Uncertainty-based Confidence Estimation.
In Proceedings of EMNLP 2019, Hong Kong, China.[ PDF ]
7
Xuancheng Huang, Yang Liu, Huanbo Luan, Jingfang Xu and Maosong Sun.
Learning to Copy for Automatic Post-Editing.
In Proceedings of EMNLP 2019, Hong Kong, China.[ PDF ]
8
Jiali Zeng, Yang Liu, Jinsong Su, Yubing Ge, Yaojie Lu, Yongjing Yin and Jiebo Luo.
Iterative Dual Domain Adaptation for Neural Machine Translation.
In Proceedings of EMNLP 2019, Hong Kong, China.[ PDF ]
9
Yongjing Yin, Jinsong Su, Huating Wen, Jiali Zeng, Yang Liu, and Yidong Chen.
POS Tag-enhanced Coarse-to-fine Attention for Neural Machine Translation.
ACM Transactions on Asian and Low-Resource Language Information Processing, Volume 18, Issue 4.[ PDF ]
10
Mieradilijiang Maimaiti, Yang Liu, Huanbo Luan, and Maosong Sun.
Multi-round Transfer Learning for Low-resource NMT using Multiple High-resource Languages.
ACM Transactions on Asian and Low-Resource Language Information Processing, Volume 18, Issue 4.[ PDF ]
11
Ruobing Xie, Stefan Heinrich, Zhiyuan Liu, Cornelius Weber, Yuan Yao, Stefan Wermter, Maosong Sun.
Integrating Image-based and Knowledge-based Representation Learning.
IEEE Transactions on Cognitive and Developmental Systems.
12
Xu Han, Tianyu Gao, Yuan Yao, Deming Ye, Zhiyuan Liu, Maosong Sun.
OpenNRE: An Open and Extensible Toolkit for Neural Relation Extraction.
In Proceedings of EMNLP 2019, Hong Kong, China.[ PDF ]
13
Ruidong Wu, Yuan Yao, Xu Han, Ruobing Xie, Zhiyuan Liu, Fen Lin, Leyu Lin, Maosong Sun.
Open Relation Extraction: Relational Knowledge Transfer from Supervised Data to Unsupervised Data.
In Proceedings of EMNLP 2019, Hong Kong, China.[ PDF ]
14
Tianyu Gao, Xu Han, Hao Zhu, Zhiyuan Liu, Peng Li, Maosong Sun, Jie Zhou.
FewRel 2.0: Towards More Challenging Few-Shot Relation Classification.
In Proceedings of EMNLP 2019, Hong Kong, China.[ PDF ]
15
Xiaozhi Wang, Ziqi Wang, Xu Han, Zhiyuan Liu, Juanzi Li, Peng Li, Maosong Sun, Jie Zhou, Xiang Ren.
HMEAE: Hierarchical Modular Event Argument Extraction.
In Proceedings of EMNLP 2019, Hong Kong, China.[ PDF ]
16
Ning Ding, Ziran Li, Zhiyuan Liu, Haitao Zheng, Zibo Lin.
Event Detection with Trigger-Aware Lattice Neural Network.
In Proceedings of EMNLP 2019, Hong Kong, China.[ PDF ]
17
Qiu Ran, Yankai Lin, Peng Li, Jie Zhou, Zhiyuan Liu.
NumNet: Machine Reading Comprehension with Numerical Reasoning.
In Proceedings of EMNLP 2019, Hong Kong, China.[ PDF ]
18
Yixin Cao, Zikun Hu, Tat-seng Chua, Zhiyuan Liu, Heng Ji.
Low-Resource Name Tagging Learned with Weakly Labeled Data.
In Proceedings of EMNLP 2019, Hong Kong, China.[ PDF ]
19
Xin Lv, Yuxian Gu, Xu Han, Lei Hou, Juanzi Li, Zhiyuan Liu.
Adapting Meta Knowledge Graph Information for Multi-Hop Reasoning over Few-Shot Relations.
In Proceedings of EMNLP 2019, Hong Kong, China.[ PDF ]
20
Zhengyan Zhang, Xu Han, Zhiyuan Liu, Xin Jiang, Maosong Sun, Qun Liu.
ERNIE: Enhanced Language Representation with Informative Entities.
In Proceedings of ACL 2019, Florence, Italy.[ PDF ]
21
Jie Zhou, Xu Han, Cheng Yang, Zhiyuan Liu, Lifeng Wang, Changcheng Li, Maosong Sun.
GEAR: Graph-based Evidence Aggregating and Reasoning for Fact Verification.
In Proceedings of ACL 2019, Florence, Italy.[ PDF ]
22
Yuan Yao, Deming Ye, Peng Li, Xu Han, Yankai Lin, Zhenghao Liu, Zhiyuan Liu, Lixin Huang, Jie Zhou, Maosong Sun.
DocRED: A Large-Scale Document-Level Relation Extraction Dataset.
In Proceedings of ACL 2019, Florence, Italy.[ PDF ]
23
Weize Chen, Hao Zhu, Xu Han, Zhiyuan Liu, Maosong Sun.
Quantifying Similarity between Relations with Fact Distribution.
In Proceedings of ACL 2019, Florence, Italy.[ PDF ]
24
Hao Zhu, Yankai Lin, Zhiyuan Liu, Jie Fu, Tat-Seng Chua, Maosong Sun.
Graph Neural Networks with Generated Parameters for Relation Extraction.
In Proceedings of ACL 2019, Florence, Italy.[ PDF ]
25
Shun Zheng, Xu Han, Yankai Lin, Peilin Yu, Lu Chen, Ling Huang, Zhiyuan Liu, Wei Xu.
DIAG-NRE: A Neural Pattern Diagnosis Framework for Distantly Supervised Neural Relation Extraction.
In Proceedings of ACL 2019, Florence, Italy.[ PDF ]
26
Yixin Cao, Zhiyuan Liu, Chengjiang Li, Zhiyuan Liu, Juanzi Li, Tat-Seng Chua.
Multi-Channel Graph Neural Network for Entity Alignment.
In Proceedings of ACL 2019, Florence, Italy.[ PDF ]
27
Jiahua Liu, Yankai Lin, Zhiyuan Liu, Maosong Sun.
XQA: A Cross-lingual Open-domain Question Answering Dataset.
In Proceedings of ACL 2019, Florence, Italy.[ PDF ]
28
Fanchao Qi, Junjie Huang, Chenghao Yang, Zhiyuan Liu, Xiao Chen, Qun Liu, Maosong Sun.
Modeling Semantic Compositionality with Sememe Knowledge.
In Proceedings of ACL 2019, Florence, Italy.[ PDF ]
29
Jifan Yu, Chenyu Wang, Gan Luo, Lei Hou, Juanzi Li, Jie Tang, Zhiyuan Liu.
Course Concept Expansion in MOOCs with External Knowledge and Interactive Game.
In Proceedings of ACL 2019, Florence, Italy.[ PDF ]
30
Ziran Li, Ning Ding, Haitao Zheng, Zhiyuan Liu, Ying Shen.
Chinese Relation Extraction with Multi-Grained Information and External Linguistic Knowledge.
In Proceedings of ACL 2019, Florence, Italy.[ PDF ]
31
Cheng Yang, Jian Tang, Maosong Sun, Ganqu Cui, Zhiyuan Liu.
Multi-scale Information Diffusion Prediction with Reinforced Recurrent Networks.
In Proceedings of IJCAI 2019, Macao, China.[ PDF ]
32
Xiaozhi Wang, Xu Han, Zhiyuan Liu, Maosong Sun, Peng Li.
Adversarial Training for Weakly Supervised Event Detection.
In Proceedings of NAACL-HLT 2019, Minneapolis, USA.[ PDF ]
33
Zihao Fu, Yankai Lin, Zhiyuan Liu, Wai Lam.
Fact Discovery from Knowledge Base via Facet Decomposition.
In Proceedings of NAACL-HLT 2019, Minneapolis, USA.[ PDF ]
34
Tianyu Gao, Xu Han, Zhiyuan Liu, Maosong Sun.
Hybrid Attention-based Prototypical Networks for Noisy Few-Shot Relation Classification.
In Proceedings of AAAI 2019, Hawaii, USA.[ PDF ]
35
Yuanfu Lu, Chuan Shi, Zhiyuan Liu, Linmei Hu.
Relation Structure-Aware Heterogeneous Information Network Embedding.
In Proceedings of AAAI 2019, Hawaii, USA.[ PDF ]
36
Jiaxin Shi, Lei Hou, Juanzi Li, Zhiyuan Liu, Hanwang Zhang.
Learning to Embed Sentences Using Attentive Recursive Trees.
In Proceedings of AAAI 2019, Hawaii, USA.[ PDF ]
37
Jiaxin Shi, Chen Liang, Lei Hou, Juanzi Li, Hanwang Zhang, Zhiyuan Liu.
DeepChannel: Salience Estimation by Contrastive Learning for Extractive Document Summarization.
In Proceedings of AAAI 2019, Hawaii, USA.[ PDF ]
38
Jiannan Liang, Maosong Sun, Xiaoyuan Yi.
Neural Network-Based Poetry Retrieval.
In Proceedings of CCL 2019, Kunming, China.
39
Zhenghao Liu, Chenyan Xiong, Maosong Sun and Zhiyuan Liu.
Explore Entity Embedding Effectiveness in Entity Retrieval.
In Proceedings of CCL 2019, Kunming, China.[ PDF ]
40
Kahaerjiang Abiderexiti, Maosong Sun.
Construction of an English-Uyghur WordNet Dataset.
In Proceedings of CCL 2019, Kunming, China.[ PDF ]
1
Zhaopeng Tu, Yang Liu, Shumin Shi, and Tong Zhang.
Learning to Remember Translation History with a Continuous Cache.
Transactions of the Association for Computational Linguistics, 6: 407-420.[ PDF ]
2
Liner Yang, Meishan Zhang, Yang Liu, Nan Yu, Maosong Sun, and Guohong Fu.
Joint POS Tagging and Dependency Parsing with Transition-based Neural Networks.
IEEE/ACM Transactions on Audio, Speech, and Language Processing, 26 (8): 1352-1358.[ PDF ]
3
Jinsong Su, Jiali Zeng, Deyi Xiong, Yang Liu, Mingxuan Wang, and Jun Xie.
A Hierarchy-to-Sequence Attentional Neural Machine Translation Model.
IEEE/ACM Transactions on Audio, Speech, and Language Processing, 26 (3): 623-632.[ PDF ]
4
Yun Chen, Yang Liu, and Victor O. K. Li.
Zero-Resource Neural Machine Translation with Multi-Agent Communication Game.
In Proceedings of AAAI 2018, New Orleans, USA, February.[ PDF ]
5
Xiangwen Zhang, Jinsong Su, Yue Qin, Yang Liu, Rongrong Ji, and Hongji Wang.
Asynchronous Bidirectional Decoding for Neural Machine Translation.
In Proceedings of AAAI 2018, New Orleans, USA, February.[ PDF ]
6
Yang Liu and Meng Zhang.
Review of Neural Network Methods for Natural Language Processing.
Computational Linguistics, 44 (1): 193-195.[ PDF ]
7
Jinsong Su, Biao Zhang, Deyi Xiong, Yang Liu, and Min Zhang.
Alignment-consistent Recursive Neural Networks for Bilingual Phrase Embeddings.
Knowledge-based Systems, 156: 1-11.[ PDF ]
8
Yong Cheng, Zhaopeng Tu, Fandong Meng, Junjie Zhai and Yang Liu.
Towards Robust Neural Machine Translation.
In Proceedings of ACL 2018, Melbourne, Australia, July.[ PDF ]
9
Jiali Zeng, Jinsong Su, Huating Wen, Yang Liu, Yongjing Yin and Jianqiang Zhao.
Multi-Domain Neural Machine Translation with Word-Level Domain Context Discrimination.
In Proceedings of EMNLP 2018, Brussels, Belgium, October.[ PDF ]
10
Jiacheng Zhang, Huanbo Luan, Maosong Sun, Feifei Zhai, Jingfang Xu, Min Zhang and Yang Liu.
Improving the Transformer Translation Model with Document-Level Context.
In Proceedings of EMNLP 2018, Brussels, Belgium, October.[ PDF ]
11
Xiaoyuan Yi, Maosong Sun, Zonghan Yang, Ruoyu Li.
Chinese Poetry Generation with A Working Memory Model.
In Proceedings of IJCAI 2018, Stockholm, Sweden, July.[ PDF ]
12
Xiaoyuan Yi, Ruoyu Li and Maosong Sun.
Chinese Poetry Generation with a Salient-Clue Mechanism.
In Proceedings of CoNLL 2018, Brussels, Belgium.[ PDF ]
13
Fanchao Qi, Yankai Lin, Maosong Sun, Hao Zhu, Ruobing Xie, Zhiyuan Liu.
Cross-lingual Lexical Sememe Prediction.
In Proceedings of EMNLP 2018, Brussels, Belgium, October.[ PDF ]
14
Cheng Yang, Maosong Sun, Xiaoyuan Yi, Wenhao Li.
Stylistic Chinese Poetry Generation via Unsupervised Style Disentanglement.
In Proceedings of EMNLP 2018, Brussels, Belgium, October.[ PDF ]
15
Xiaoyuan Yi, Maosong Sun, Ruoyu Li, Wenhao Li.
Automatic Poetry Generation with Mutual Reinforcement Learning.
In Proceedings of EMNLP 2018, Brussels, Belgium, October.[ PDF ]
16
Yi Qi, Qingyun Wu, Hongning Wang, Jie Tang, and Maosong Sun.
Bandit Learning with Implicit Feedback.
In Proceedings of NeurIPS 2018, Montreal, Canada, December.[ PDF ]
17
Bin Wu, Chenyan Xiong, Maosong Sun, Zhiyuan Liu.
Query Suggestion with Feedback Memory Network.
In Proceedings of WWW 2018, Lyon, France, April.[ PDF ]
18
Zhenghao Liu, Chenyan Xiong, Maosong Sun, Zhiyuan Liu.
Entity-Duet Neural Ranking: Understanding the Role of Knowledge Graph Semantics in Neural Information Retrieval.
In Proceedings of ACL 2018, Melbourne, Australia, July.[ PDF ]
19
Yankai Lin, Haozhe Ji, Zhiyuan Liu, Maosong Sun.
Denoising Distantly Supervised Open-Domain Question Answering.
In Proceedings of ACL 2018, Melbourne, Australia, July.[ PDF ]
20
Huiming Jin, Hao Zhu, Zhiyuan Liu, Ruobing Xie, Maosong Sun, Fen Lin, Leyu Lin.
Incorporating Chinese Characters of Words for Lexical Sememe Prediction.
In Proceedings of ACL 2018, Melbourne, Australia, July.[ PDF ]
21
Xu Han, Zhiyuan Liu, Maosong Sun.
Neural Knowledge Acquisition via Mutual Attention between Knowledge Graph and Text.
In Proceedings of AAAI 2018, New Orleans, USA, February.[ PDF ]
22
Xu Han, Shulin Cao, Xin Lv, Yankai Lin, Zhiyuan Liu, Maosong Sun and Juanzi Li.
OpenKE: An Open Toolkit for Knowledge Embedding.
In Proceedings of EMNLP 2018, Brussels, Belgium, October.[ PDF ]
23
Xu Han, Hao Zhu, Pengfei Yu, Ziyun Wang, Yuan Yao, Zhiyuan Liu, Maosong Sun.
FewRel: A Large-Scale Supervised Few-shot Relation Classification Dataset with State-of-the-Art Evaluation.
In Proceedings of EMNLP 2018, Brussels, Belgium, October.[ PDF ]
24
Yihong Gu, Jun Yan, Hao Zhu, Zhiyuan Liu, Ruobing Xie, Maosong Sun, Fen Lin and Leyu Lin.
Language Modeling with Sparse Product of Sememe Experts.
In Proceedings of EMNLP 2018, Brussels, Belgium, October.[ PDF ]
25
Haoxi Zhong, Zhipeng Guo, Cunchao Tu, Chaojun Xiao, Zhiyuan Liu, Maosong Sun.
Legal Judgment Prediction via Topological Learning.
In Proceedings of EMNLP 2018, Brussels, Belgium, October.[ PDF ]
26
Xu Han, Pengfei Yu, Zhiyuan Liu, Maosong Sun, Peng Li.
Hierarchical Relation Extraction with Coarse-to-Fine Grained Attention.
In Proceedings of EMNLP 2018, Brussels, Belgium, October.[ PDF ]
27
Ji Xin, Hao Zhu, Xu Han, Zhiyuan Liu, Maosong Sun.
Put It Back: Entity Typing with Language Model Enhancement.
In Proceedings of EMNLP 2018, Brussels, Belgium, October.[ PDF ]
28
Jiahua Liu, Wan Wei, Maosong Sun, Hao Chen, Yantao Du, Dekang Lin.
A Multi-answer Multi-task Framework for Real-world Machine Reading Comprehension.
In Proceedings of EMNLP 2018, Brussels, Belgium, October.[ PDF ]
29
Ayana, Shiqi Shen, Yun Chen, Cheng Yang, Zhiyuan Liu, Maosong Sun.
Zero-shot Cross-Lingual Neural Headline Generation.
IEEE Transactions on Audio, Speech, and Language Processing (IEEE TASLP), 26 (12): 2319-2327.[ PDF ]
30
Cunchao Tu, Xiangkai Zeng, Hao Wang, Zhiyuan Liu, Maosong Sun, Bo Zhang, Leyu Lin.
A Unified Framework for Community Detection and Network Representation Learning.
IEEE Transactions on Knowledge and Data Engineering (IEEE TKDE), 14 (8): 2319-2327.[ PDF ]
31
Xiaozhi Wang, Xu Han, Yankai Lin, Zhiyuan Liu, Maosong Sun.
Adversarial Multi-lingual Neural Relation Extraction.
In Proceedings of COLING 2018, New-Mexico, USA, August.[ PDF ]
32
Zikun Hu, Xiang Li, Cunchao Tu, Zhiyuan Liu, Maosong Sun.
Few-Shot Charge Prediction with Discriminative Legal Attributes.
In Proceedings of COLING 2018, New-Mexico, USA, August.[ PDF ]
33
Yixin Cao, Lei Hou, Juanzi Li, Zhiyuan Liu.
Neural Collective Entity Linking.
In Proceedings of COLING 2018, New-Mexico, USA, August.[ PDF ]
34
Ruobing Xie, Zhiyuan Liu, Fen Lin, Leyu Lin.
Does William Shakespeare REALLY Write Hamlet? Knowledge Representation Learning with Confidence.
In Proceedings of AAAI 2018, New Orleans, USA, February.[ PDF ]
35
Xiangkai Zeng, Cheng Yang, Cunchao Tu, Zhiyuan Liu, Maosong Sun.
Chinese LIWC Lexicon Expansion via Hierarchical Classification of Word Embeddings with Sememe Attention.
In Proceedings of AAAI 2018, New Orleans, USA, February.[ PDF ]
36
Ji Xin, Yankai Lin, Zhiyuan Liu, Maosong Sun.
Improving Neural Fine-Grained Entity Typing with Knowledge Attention.
In Proceedings of AAAI 2018, New Orleans, USA, February.[ PDF ]
37
Zhuyun Dai, Chenyan Xiong, Jamie Callan and Zhiyuan Liu.
Convolutional Neural Networks for Soft-Matching N-Grams in Ad-hoc Search.
In Proceedings of WSDM 2018, Tokyo, Japan, January.[ PDF ]
38
Yixin Cao, Lei Hou, Juanzi Li, Zhiyuan Liu, Chengjiang Li, Xu Chen, Tiansi Dong.
Joint Representation Learning of Cross-lingual Words and Entities via Attentive Distant Supervision.
In Proceedings of EMNLP 2018, Brussels, Belgium, October.[ PDF ]
39
Xin Lv, Lei Hou, Juanzi Li, Zhiyuan Liu.
Differentiating Concepts and Instances for Knowledge Graph Embedding.
In Proceedings of EMNLP 2018, Brussels, Belgium, October.[ PDF ]
40
哈里旦木·阿布都克里木, 孙茂松, 刘洋, 阿布都克力木·阿布力孜.
THUUyMorph:维吾尔语形态切分语料库.
中文信息学报, 32 (2): 81-86.[ PDF ]
41
张檬, 刘洋, 孙茂松.
基于非平行语料的双语词典构建.
中国科学:信息科学, 48 (5): 564-573.[ PDF ]
42
梁健楠, 孙茂松, 矣晓沅, 杨成, 陈慧敏, 刘正皓.
基于神经网络的集句诗自动生成.
第十七届全国计算语言学学术会议 (CCL 2018), 长沙，中国, 10月.[ PDF ]
1
Yanzhuo Ding,Yang Liu,Huanbo Luan, and Maosong Sun.
Visualizing and Understanding Neural Machine Translation.
In Proceedings of ACL 2017, Vancouver, Canada, July.ACL 2017 Outstanding Paper.[ PDF ]
2
Jiacheng Zhang, Yang Liu, Huanbo Luan, Jingfang Xu, and Maosong Sun.
Prior Knowledge Integration for Neural Machine Translation using Posterior Regularization.
In Proceedings of ACL 2017, Vancouver, Canada, July.[ PDF ]
3
Meng Zhang, Yang Liu, Huanbo Luan, and Maosong Sun.
Adversarial Training for Unsupervised Bilingual Lexicon Induction.
In Proceedings of ACL 2017, Vancouver, Canada, July.[ PDF ]
4
Yun Chen, Yang Liu, Yong Cheng, and Victor O.K. Li.
A Teacher-Student Framework for Zero-Resource Neural Machine Translation.
In Proceedings of ACL 2017, Vancouver, Canada, July.[ PDF ]
5
Meng Zhang, Yang Liu, Huanbo Luan, and Maosong Sun.
Earth Mover's Distance Minimization for Unsupervised Bilingual Lexicon Induction.
In Proceedings of EMNLP 2017,Copenhagen, Denmark, September.[ PDF ]
6
Hao Zheng, Yong Cheng, and Yang Liu.
Maximum Expected Likelihood Estimation for Zero-resource Neural Machine Translation.
In Proceedings of IJCAI 2017, Melbourne, Australia,August.[ PDF ]
7
Yong Cheng, Qian Yang, Yang Liu, Maosong Sun, and Wei Xu.
Joint Training for Pivot-based Neural Machine Translation.
In Proceedings of IJCAI 2017, Melbourne, Australia, August.[ PDF ]
8
Meng Zhang, Haoruo Peng, Yang Liu, Huanbo Luan, and Maosong Sun.
Bilingual Lexicon Induction from Non-Parallel Data with Minimal Supervision.
In Proceedings of AAAI 2017, San Francisco, USA, February.[ PDF ]
9
Yong Cheng, Yang Liu, and Wei Xu.
Maximum Reconstruction Estimation for Generative Latent-Variable Models.
In Proceedings of AAAI 2017, San Francisco, USA, February.[ PDF ]
10
Jinsong Su, Zhixing Tan, Deyi Xiong, Rongrong Ji, Xiaodong Shi, and Yang Liu.
Lattice-Based Recurrent Neural Network Encoders for Neural Machine Translation.
In Proceedings of AAAI 2017, San Francisco, USA, February.[ PDF ]
11
Zhaopeng Tu, Yang Liu, Lifeng Shang, Xiaohua Liu, and Hang Li.
Neural Machine Translation with Reconstruction.
In Proceedings of AAAI 2017, San Francisco, USA, February.[ PDF ]
12
Zhaopeng Tu, Yang Liu, Zhengdong Lu, Xiaohua Liu, and Hang Li.
Context Gates for Neural Machine Translation.
Transactions of the Association for Computational Linguistics,5:87–99.[ PDF ]
13
Shiqi Shen, Yang Liu, and Maosong Sun.
Optimizing Non-Decomposable Evaluation Metrics for Neural Machine Translation.
JOURNAL OF COMPUTER SCIENCE AND TECHNOLOGY. 32(4): 796–804.[ PDF ]
14
Liner Yang, Maosong Sun, Jiacheng Zhang, Zhenghao Liu, Huanbo Luan, and Yang Liu.
Neural Parse Combination.
JOURNAL OF COMPUTER SCIENCE AND TECHNOLOGY. 32(4): 749–757.[ PDF ]
15
Han Zhang, Maosong Sun, Xiaochen Wang, Zhengyang Song, Jie Tang, and Jimeng Sun.
Smart Jump: Automated Navigation Suggestion for Videos in MOOCs.
In Proceedings of WWW2017, Perth, Australia, April.[ PDF ]
16
Zhuoran Liu, and Yang Liu.
Exploiting Unlabeled Data for Neural Grammatical Error Detection.
Journal of Computer Science and Technology. 32(4):758-767.[ PDF ]
17
Jiacheng Zhang, Yanzhuo Ding, Shiqi Shen, Yong Cheng, Maosong Sun, Huanbo Luan, and Yang Liu.
THUMT: An Open Source Toolkit for Neural Machine Translation.
[ PDF ]
18
Ayana, Shiqi Shen, Yankai Lin, Cunchao Tu, Yu Zhao, Zhiyuan Liu, and Maosong Sun.
Recent Advances on Neural Headline Generation.
Journal of Computer Science and Technology,32(4): 768–784.[ PDF ]
19
Yixin Cao, Juanzi Li, Jiaxin Shi, Zhiyuan Liu.
On Modeling Sense Relatedness in Multi-prototype Word Embedding.
In Proceedings of IJCNLP 2017, Taipei,Taiwan,November.[ PDF ]
20
Wenyuan Zeng, Yankai Lin, Zhiyuan Liu, and Maosong Sun.
Incorporating Relation Paths in Neural Relation Extraction.
In Proceedings of EMNLP 2017, Copenhagen,Denmark, September.[ PDF ]
21
Cunchao Tu, Zhengyan Zhang, Zhiyuan Liu, and Maosong Sun.
TransNet: Translation-Based Network Representation Learning for Social Relation Extraction.
In Proceedings of IJCAI 2017, Melbourne, Australia, August.[ PDF ]
22
Cheng Yang, Maosong Sun, Zhiyuan Liu, and Cunchao Tu.
Fast Network Embedding Enhancement via High Order Proximity Approximation.
In Proceedings of IJCAI 2017, Melbourne, Australia, August.[ PDF ]
23
Hao Zhu, Ruobing Xie, Zhiyuan Liu, and Maosong Sun.
Iterative Entity Alignment via Joint Knowledge Embeddings.
In Proceedings of IJCAI 2017, Melbourne, Australia, August.[ PDF ]
24
Ruobing Xie, Zhiyuan Liu, Huanbo Luan, and Maosong Sun.
Image-embodied Knowledge Representation Learning.
In Proceedings of IJCAI 2017, Melbourne, Australia, August.[ PDF ]
25
Ruobing Xie, Xingchi Yuan, Zhiyuan Liu, and Maosong Sun.
Lexical Sememe Prediction via Word Embeddings and Matrix Factorization.
In Proceedings of IJCAI 2017, Melbourne, Australia, August.[ PDF ]
26
Chenyan Xiong, Zhuyun Dai, Jamie Callan, and Zhiyuan Liu.
End-to-End Neural Ad-hoc Ranking with Kernel Pooling.
In Proceedings of SIGIR 2017, Tokyo,Japan,August.[ PDF ]
27
Cunchao Tu, Han Liu, Zhiyuan Liu, and Maosong Sun.
CANE: Context-Aware Network Embedding for Relation Modeling.
In Proceedings of ACL 2017,Vancouver, Canada, July.[ PDF ]
28
Yankai Lin, Zhiyuan Liu, and Maosong Sun.
Neural Relation Extraction with Multi-lingual Attention.
In Proceedings of ACL 2017, Vancouver, Canada, July.[ PDF ]
29
Yilin Niu, Ruobing Xie, Zhiyuan Liu, and Maosong Sun.
Improved Word Representation Learning with Sememes.
In Proceedings of ACL 2017, Vancouver, Canada, July.[ PDF ]
30
Cunchao Tu, Zhiyuan Liu, Huanbo Luan, and Maosong Sun.
PRISM: Profession Identification in Social Media.
ACM Transactions on Intelligent Systems and Technology, Vol. 9, No. 4, Article 39.[ PDF ]
31
Cheng Yang, Maosong Sun, Wayne Xin Zhao, Zhiyuan Liu, and Edward Chang.
A Neural Network Approach to Joint Modeling Social Networks and Mobile Trajectories.
ACM Transactions on Information Systems, Vol. 35, No. 4, Article 8.[ PDF ]
32
Liner Yang, Xinxiong Chen, Zhiyuan Liu, and Maosong Sun.
Improving Word Representations with Document Labels.
IEEE/ACM TRANSACTIONS ON AUDIO, SPEECH, AND LANGUAGE PROCESSING,25(4): 863-870.[ PDF ]
33
Xiaoyuan Yi, Ruoyu Li, Maosong Sun.
Generating Chinese Classical Poems with RNN Encoder-Decoder.
In Proceedings of CCL 2017, Nanjing, China.[ PDF ]
34
哈里旦木·阿布都克里木,程勇,刘洋,孙茂松.
基于双向门限递归单元神经网络的维吾尔语形态切分.
清华大学学报（自然科学版）, 57(1):1-6.[ PDF ]
35
哈里旦木·阿布都克里木, 刘洋, 孙茂松.
神经机器翻译系统在维吾尔语-汉语翻译中的性能对比.
清华大学学报（自然科学版）,57(8):878-883.[ PDF ]
36
刘洋.
神经机器翻译前沿进展.
计算机研究与发展,54(6):1144-1149.[ PDF ]
37
涂存超, 杨成, 刘知远, 孙茂松.
网络表示学习综述.
中国科学:信息科学, 47(8):980-996.[ PDF ]
1
Shiqi Shen, Yong Cheng, Zhongjun He, Wei He, Hua Wu, Maosong Sun, and Yang Liu.
Minimum Risk Training for Neural Machine Translation.
In Proceedings of ACL 2016, Berlin, Germany, August.[ PDF ]
2
Yong Cheng, Wei Xu, Zhongjun He, Wei He, Hua Wu, Maosong Sun, and Yang Liu.
Semi-Supervised Learning for Neural Machine Translation.
In Proceedings of ACL 2016, Berlin, Germany, August.[ PDF ]
3
Chunyang Liu, Yang Liu, Huanbo Luan, Maosong Sun, and Heng Yu.
Agreement-based Learning of Parallel Lexicons and Phrases from Non-Parallel Corpora.
In Proceedings of ACL 2016, Berlin, Germany, August.[ PDF ]
4
Yankai Lin, Shiqi Shen, Zhiyuan Liu, Huanbo Luan, Maosong Sun.
Neural Relation Extraction with Selective Attention over Instances.
In Proceedings of ACL 2016, Berlin, Germany, August.[ PDF ]
5
Yong Cheng, Shiqi Shen, Zhongjun He, Wei He, Hua Wu, Maosong Sun, and Yang Liu.
Agreement-based Joint Training for Bidirectional Attention-based Neural Machine Translation.
In Proceedings of IJCAI 2016, New York, USA, July.[ PDF ]
6
Cunchao Tu, Weicheng Zhang, Zhiyuan Liu, Maosong Sun, Huanbo Luan.
Max-Margin DeepWalk: Discriminative Learning of Network Representation.
In Proceedings of IJCAI 2016, New York, USA, July.[ PDF ]
7
Yankai Lin, Zhiyuan Liu, Maosong Sun.
Knowledge Representation Learning with Entities, Attributes and Relations.
In Proceedings of IJCAI 2016, New York, USA, July.[ PDF ]
8
Ruobing Xie, Zhiyuan Liu, Maosong Sun.
Representation Learning of Knowledge Graphs with Hierarchical Types.
In Proceedings of IJCAI 2016, New York, USA, July.[ PDF ]
9
Meng Zhang, Yang Liu, Huanbo Luan, Maosong Sun, Tatsuya Izuha, and Jie Hao.
Building Earth Mover's Distance on Bilingual Word Embeddings for Machine Translation.
In Proceedings of AAAI 2016, Phoenix, USA, February.[ PDF ]
10
Ruobing Xie, Zhiyuan Liu, Jia Jia, Huanbo Luan, Maosong Sun.
Representation Learning of Knowledge Graphs with Entity Descriptions.
In Proceedings of AAAI 2016, Phoenix, USA, February.[ PDF ]
11
Meng Zhang, Yang Liu, Huanbo Luan, and Maosong Sun.
Listwise Ranking Functions for Statistical Machine Translation.
IEEE/ACM Transactions on Audio, Speech, and Language Processing, 24(8): 1464-1472.[ PDF ]
12
刘知远, 孙茂松, 林衍凯, 谢若冰.
知识表示学习研究进展.
计算机研究与发展, 53(2): 247-261.[ PDF ]
1
Chunyang Liu, Yang Liu, Huanbo Luan, Maosong Sun, and Heng Yu.
Generalized Agreement for Bidirectional Word Alignment.
In Proceedings of EMNLP 2015, Lisbon, Portugal, September.[ PDF ]
2
Shiqi Shen, Yang Liu, Huanbo Luan, and Maosong Sun.
Consistency-Aware Search for Word Alignment.
In Proceedings of EMNLP 2015, Lisbon, Portugal, September.[ PDF ]
3
Jinsong Su, Deyi Xiong, Biao Zhang, Yang Liu, and Junfeng Yao.
Bilingual Correspondence Recursive Autoencoder for Statistical Machine Translation.
In Proceedings of EMNLP 2015, Lisbon, Portugal, September.[ PDF ]
4
Yankai Lin, Zhiyuan Liu, Huanbo Luan, Maosong Sun, Siwei Rao, Song Liu.
Modeling Relation Paths for Representation Learning of Knowledge Bases.
In Proceedings of EMNLP 2015, Lisbon, Portugal, September.[ PDF ]
5
Hongyin Luo, Zhiyuan Liu, Huanbo Luan, Maosong Sun.
Online Learning of Interpretable Word Embeddings.
In Proceedings of EMNLP 2015, Lisbon, Portugal, September.[ PDF ]
6
Meiping Dong, Yang Liu, Huanbo Luan, Maosong Sun, Tatsuya Izuha, and Dakun Zhang.
Iterative Learning of Parallel Lexicons and Phrases from Non-Parallel Corpora.
In Proceedings of IJCAI 2015, Buenos Aires, Argentina, July.[ PDF ]
7
Yu Zhao, Zhiyuan Liu, Maosong Sun.
Representation Learning for Measuring Entity Relatedness with Rich Information.
In Proceedings of IJCAI 2015, Buenos Aires, Argentina, July.[ PDF ]
8
Cheng Yang, Zhiyuan Liu, Deli Zhao, Maosong Sun, Edward Chang.
Network Representation Learning with Rich Text Information.
In Proceedings of IJCAI 2015, Buenos Aires, Argentina, July.[ PDF ]
9
Xinxiong Chen*, Lei Xu*, Zhiyuan Liu, Maosong Sun, Huanbo Luan.
Joint Learning of Character and Word Embeddings.
In Proceedings of IJCAI 2015, Buenos Aires, Argentina, July. (* indicates equal contribution)[ PDF ]
10
Yang Liu and Maosong Sun.
Contrastive Unsupervised Word Alignment with Non-Local Features.
In Proceedings of AAAI 2015, Austin, Texas, January.[ PDF ]
11
Yu Zhao, Zhiyuan Liu, Maosong Sun.
Phrase Type Sensitive Tensor Indexing Model for Semantic Composition.
In Proceedings of AAAI 2015, Austin, Texas, January.[ PDF ]
12
Yang Liu, Zhiyuan Liu, Tat-Seng Chua, Maosong Sun.
Topical Word Embeddings.
In Proceedings of AAAI 2015, Austin, Texas, January.[ PDF ]
13
Yankai Lin, Zhiyuan Liu, Maosong Sun, Yang Liu, Xuan Zhu.
Learning Entity and Relation Embeddings for Knowledge Graph Completion.
In Proceedings of AAAI 2015, Austin, Texas, January.[ PDF ]
14
Jinsong Su, Deyi Xiong, Yang Liu, Xianpei Han, Hongyu Lin, and Junfeng Yao.
A Context-Aware Topic Model for Statistical Machine Translation.
In Proceedings of ACL 2015, Beijing, China, July.[ PDF ]
15
Tianze Shi, Zhiyuan Liu, Yang Liu, and Maosong Sun.
Learning Cross-lingual Word Embeddings via Matrix Co-factorization.
In Proceedings of ACL 2015 (short paper), Beijing, China, July.[ PDF ]
16
Yang Liu and Min Zhang.
Statistical Machine Translation.
Routledge Encyclopedia of Translation Technology (Edited by Sin-Wai Chan), Chapter 11.[ PDF ]
17
Yan Wang, Zhiyuan Liu, Maosong Sun.
Incorporating Linguistic Knowledge for Learning Distributed Word Representations.
In PLOS ONE.[ PDF ]
18
刘知远, 张乐, 涂存超, 孙茂松.
中文社交媒体谣言统计语义分析.
中国科学 信息科学, 45(12): 1536-1546, 2015.[ PDF ]
19
Cunchao Tu, Zhiyuan Liu, Huanbo Luan, Maosong Sun.
PRISM: Profession Identification in Social Media with Personal Information and Community Structure.
National Conference of Social Media Processing (SMP 2015), 2015.[ PDF ]
20
刘扬, 刘知远, 孙茂松.
面向语义变迁分析的多向量表示词义模型.
全国社会媒体处理大会 (SMP 2015), 2015.
21
Cunchao Tu, Zhiyuan Liu, Maosong Sun.
Tag Correspondence Model for User Tag Suggestion.
Journal of Computer Science and Technology (JCST), 2015.[ PDF ]
22
Halidanmu Abudukelimu, Yang Liu, Xinxiong Chen, Maosong Sun, and Abudoukelimu Abulizi.
Learning Distributed Representations of Uyghur Word and Morphemes.
In Proceedings of CCL/NLP-NABD 2015, Guangzhou, China, November.[ PDF ]
23
Liner Yang, Maosong Sun.
Improved Learning of Chinese Word Embeddings with Semantic Knowledge.
In Proceedings of CCL/NLP-NABD 2015, Guangzhou, China, November.[ PDF ]
1
孙茂松,刘挺,姬东鸿,穗志方,赵军,张钹,吾守尔·斯拉木,俞士汶,朱军,李建民,刘洋,王厚峰,吐尔根·依布拉音,刘群,刘知远.
语言计算的重要国际前沿.
中文信息学报, 第28卷, 第1期, 1-8, 2014.[ PDF ]
2
Maosong Sun, Yang Liu, and Jun Zhao.
Chinese Computational Linguistics and Natural Language Processing Based on Naturally Annotated Big Data.
Springer Lecture Notes in Computer, ScienceVolume 8801. ISBN: 978-3-319-12276-2.[ PDF ]
3
Sebastian Beschke, Yang Liu, and Wolfgang Menzel.
Large-Scale CCG Induction from the Groningen Meaning Bank.
In Proceedings of ACL 2014 Workshop on Semantic Parsing, Baltimore, USA, June.[ PDF ]
4
Peng Li, Yang Liu, Maosong Sun, Tatsuya Izuha, and Dakun Zhang.
A Neural Reordering Model for Phrase-based Translation.
In Proceedings of COLING 2014,Dublin, Ireland, August.[ PDF ]
5
Meiping Dong, Yong Cheng, Yang Liu, Jia Xu, Maosong Sun, Tatsuya Izuha, and Jie Hao.
Query Lattice for Translation Retrieval.
In Proceedings of COLING 2014,Dublin, Ireland, August.[ PDF ]
6
Xinxiong Chen, Zhiyuan Liu, Maosong Sun.
A Unified Model for Word Sense Representation and Disambiguation.
In Proc. of the 2014 Conference on Empirical Methods in Natural Language Processing (EMNLP 2014),Doha, Qatar, 2014, pp. 1025–1035.[ PDF ]
7
Xinxiong Chen, Zhiyuan Liu, Maosong Sun.
Estimating Translation Probabilities for Social Tag Suggestion.
Expert System with Applications (2014),DOI: 10.1016/j.eswa.2014.10.002.[ PDF ]
8
Li Li, Maosong Sun and Zhiyuan Liu.
Discriminating Gender on Chinese Microblog:A Study of Online Behaviour, Writing Style and Preferred Vocabulary.
The 2014 10th International Conference on Natural Computation (ICNC 2014),Xiamen, China, 2014.[ PDF ]
9
Cunchao Tu, Zhiyuan Liu, and Maosong Sun.
Inferring Correspondences from Multiple Sources for Microblog User Tags.
The 3rd Conference on Social Media Processing(SMP 2014), Beijing, China, 2014. Springer Berlin Heidelberg, 2014: 1-12.[ PDF ]
10
Chong Kuang, Zhiyuan Liu, Maosong Sun, Feng Yu, Pengfei Ma.
Quantifying Chinese Happiness via Large-Scale Microblogging Data.
The 11th Web Information System and Application Conference (WISA'14).[ PDF ]
11
匡冲,刘知远,孙茂松.
微博转发者的个性化排序.
山东大学学报 (理学版), 第49卷, 第11期, 31-36, 2014.[ PDF ]
12
孙茂松,李莉,刘知远.
面向中英平行专利语料的双语术语自动抽取.
清华大学学报（自然科学版）, 2014年10期, 1339-1343, 2014.[ PDF ]
1
Jiayu Tang, Zhiyuan Liu, Maosong Sun and Jiahua Liu.
Portraying User Life Status from Microblogging Posts.
Tsinghua Science and Technology, vol. 18, no. 2, pp. 182-195, 2013.[ PDF ]
2
Can Wang, Yang Liu and Maosong Sun.
Minimum Error Rate Training for Bilingual News Alignment.
In Proc. of the 14th Chinese Lexical Semantics Workshop (CLSW 2013), Zhengzhou, China, 2013.[ PDF ]
3
Jiayu Tang, Zhiyuan Liu and Maosong Sun.
Measuring and Visualizing the Interest Similarity between Microblog Users.
In Proc. of the 14th International Conference on Web-Age Information Management (WAIM 2013), Beidaihe, China, 2013, Lecture Notes in Computer Science, vol. 7923, pp. 478-489.[ PDF ]
4
Peng Li, Yang Liu and Maosong Sun.
An Extended GHKM Algorithm for Inducing Lambda-SCFG.
In Proc. of the 27th AAAI Conference on Artificial Intelligence (AAAI 13), Bellevue, Washington, USA, 2013, pp. 605-611.[ PDF ]
5
Yang Liu.
A Shift-Reduce Parsing Algorithm for Phrase-based String-to-Dependency Translation.
In Proc. of the 51st Annual Meeting of the Association for Computational Linguistics (ACL 2013), Sofia, Bulgaria, 2013, pp. 1-10.[ PDF ]
6
Yu Zhao, and Maosong Sun.
Exploiting Lexicalized Statistical Patterns in Chinese Linguistic Analysis.
In Proc. of the 1st Chinese Computational Linguistics and Natural Language Processing Based on Naturally Annotated Big Data(NLP-NABD 2013), Suzhou, China, 2013, Lecture Notes in Computer Science, vol.8202, pp. 238-246.[ PDF ]
7
Peng Li, Yang Liu and Maosong Sun.
Recursive Autoencoders for ITG-based Translation.
In Proc. of the 2013 Conference on Empirical Methods in Natural Language Processing (EMNLP 2013), Seattle, Washington, USA, 2013, pp. 567-577.[ PDF ]
8
Yan Zhang, Qixia Jiang and Maosong Sun.
HMeanMax: Placing HMAX and HoG into a unified framework.
In Proc. of the 2013 International Joint Conference on Neural Networks (IJCNN 2013), Dalla, Dexas, USA, 2013.
9
唐家渝, 刘知远, 孙茂松.
文本可视化研究综述.
计算机辅助设计与图形学学报, 第25卷, 第03期, 273-285, 2013.[ PDF ]
10
刘奇, 刘洋, 孙茂松.
URL模式与HTML结构相结合的平行网页获取方法.
中文信息学报, 第27卷, 第03期, 91-99, 2013.[ PDF ]
11
沈世奇, 刘洋, 孙茂松.
基于对偶分解的词语对齐搜索算法.
中文信息学报, 第27卷, 第04期, 9-15, 2013.[ PDF ]
12
孙茂松.
国内一流大学计算机教学改革三个值得注意的问题.
计算机教育, 2013年, 第20期, 65-67, 2013.[ PDF ]
13
张燕, 张扬, 孙茂松.
基于中文拼音输入法数据的汉语方言词汇自动识别.
中文信息学报, 第27卷, 第05期, 22-28, 2013.[ PDF ]
14
李莉, 刘知远, 孙茂松.
基于中英平行专利语料的短语复述自动抽取研究.
中文信息学报, 第27卷, 第06期, 151-157, 2013.[ PDF ]
15
孙茂松.
MOOC：太阳照常升起，境界已然不同.
中国教育网络, 第09期, 34-35, 2013.
16
唐家渝, 孙茂松.
新媒体中的词云：内容简明表达的一种可视化形式.
中国传媒科技, 第11期, 18-19, 2013.[ PDF ]
1
Qixia Jiang, Jun Zhu, Maosong Sun and Eric P. Xing.
Monte Carlo Methods for Maximum Margin Supervised Topic Models.
In Proc. of the 26th Annual Conference on Neural Information Processing Systems (NIPS’12).[ PDF ]
2
Zhiyuan Liu, Xinxiong Chen, Maosong Sun.
Mining the Interests of Chinese Microbloggers via Keyword Extraction.
Frontiers of Computer Science,vol. 6, no. 1, pp. 76-87.[ PDF ]
3
Zhang Kaixu, Sun Maosong.
Unified Framework of Performing Chinese Word Segmentation and Part-of-Speech Tagging.
China Communications, 2012 9 (3): 1-9.[ PDF ]
4
Yang Feng, Yang Liu, Qun Liu, and Trevor Cohn.
Left-to-Right Tree-to-String Decoding with Prediction.
In Proc. of EMNLP 2012, pages 1191-1200, Jeju, Korea, July.[ PDF ]
5
Yan Zhang,Qixia Jiangand Maosong Sun.
Particle Mixed Membership Stochastic Block Model.
In Proc. of the 8th International Conference on Semantics, Knowledge & Grids (SKG’12).[ PDF ]
6
Zhiyuan Liu, Chen Liang, and Maosong Sun.
Topical Word Trigger Model for Keyphrase Extraction.
In Proc. of the 24th International Conference on Computational Linguistics (COLING 2012), Mumbai, India, 2012, pp. 1715-1730.[ PDF ]
7
Zhiyuan Liu, Chen Liang, and Maosong Sun.
Expert Finding for Microblog Misinformation Identification.
In Proc. of the 24th International Conference on Computational Linguistics (COLING 2012): Posters, Mumbai, India, 2012, pp. 703-712.[ PDF ]
8
Han Li, Zhiyuan Liu, and Maosong Sun.
Random Walks on Context-Aware Relation Graphs for Ranking Social Tags.
In Proc. of the 24th International Conference on Computational Linguistics (COLING 2012): Posters, Mumbai, India, 2012, pp. 653-662.[ PDF ]
9
Zhiyuan Liu, Cunchao Tu and Maosong Sun.
Tag Dispatch Model with Social Network Regularization for Microblog User Tag Suggestion.
In Proc. of the 24th International Conference on Computational Linguistics (COLING 2012): Posters, Mumbai, India, 2012, pp. 755-764.[ PDF ]
10
Peng Li, Yang Liu, and Maosong Sun.
A Beam Search Algorithm for ITG Word Alignment.
In Proc. of the 24th International Conference on Computational Linguistics (COLING 2012): Posters, Mumbai, India, 2012, pp. 673-682.[ PDF ]
11
Chunyang Liu, Qi Liu, Yang Liu and Maosong Sun.
THUTR: A Translation Retrieval System.
In Proc. of the 24th International Conference on Computational Linguistics (COLING 2012): Demonstration Papers, Mumbai, India, 2012, pp. 321-328.[ PDF ]
12
Xinyan Xiao, Deyi Xiong, Yang Liu, Qun Liu, and Shouxun Lin.
Unsupervised Discriminative Induction of Synchronous Grammar for Machine Translation.
In Proc. of the 24th International Conference on Computational Linguistics (COLING 2012), Mumbai, India, 2012, pp. 2883-2898.[ PDF ]
13
Zhaopeng Tu, Yang Liu, Yifan He, Qun Liu, Shouxun Lin and Josef van Genabith.
Combining Multiple Alignments to Improve Machine Translation.
In Proc. of the 24th International Conference on Computational Linguistics (COLING 2012): Posters, Mumbai, India, 2012, pp. 1249-1260.[ PDF ]
14
谢丽星, 周明, 孙茂松.
基于层次结构的多策略中文微博情感分析和特征抽取.
中文信息学报, 第26卷, 第01期, 73-83, 2012.[ PDF ]
1
孙茂松.
基于互联网自然标注资源的自然语言处理.
中文信息学报, 第25卷, 第06期, 26-32, 2011.[ PDF ]
2
Qixia Jiang and Maosong Sun.
Fast Query Recommendation by Search.
In Proc. of the 25th AAAI Conf. on Artificial Intelligence (AAAI 2011), San Francisco, USA, 2011, pp. 1192-1197.[ PDF ]
3
Qixia Jiang and Maosong Sun.
Semi-Supervised SimHash for Efficient Document Similarity Search.
In Proc. of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies (ACL 2011), Portland, Oregon, USA, 2011, pp. 93–101.[ PDF ]
4
Qixia Jiang, Yan Zhang, Liner Yang and Maosong Sun.
Is Simhash Achilles?
In Proc. of the 7th Asian Information Retrieval Society Conf. (AIRS'11), Dubai, United Arab Emirates, 2011, Lecture Notes in Computer Science, vol. 7097, pp. 61-72.[ PDF ]
5
Zhongguo Li.
Parsing the Internal Structure of Words: A New Paradigm for Chinese Word Segmentation.
In Proc. of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies (ACL 2011), Portland, Oregon, USA, 2011, pp. 1405-1414.[ PDF ]
6
Kaixu Zhang and Maosong Sun.
A Comparison Study of Candidate Generation for Chinese Word Segmentation.
In Proc. of the 7th International Conf. on Natural Language Processing and Knowledge Engineering (NLPKE 2011), Tokushima, Japan, 2011.[ PDF ]
7
Kaixu Zhang, Ruining Wang, Ping Xue and Maosong Sun.
Extract Chinese Unknown Words from a Large-scale Corpus Using Morphological and Distributional Evidences.
In Prof. of the 5th International Joint Conf. on Natural Language Processing (IJCNLP 2011), Chiang Mai, Thailand, 2011, pp. 837–845.[ PDF ]
8
Yabin Zheng, Chen Li, Maosong Sun.
CHIME: An Efficient Error-Tolerant Chinese Pinyin Input Method.
In Proc. of the 22nd International Joint Conf. on Artificial Intelligence (IJCAI 2011), Barcelona, Spain, 2011, pp. 2551-2556.[ PDF ]
9
Zhiyuan Liu, Xinxiong Chen, Maosong Sun.
A Simple Word Trigger Method for Social Tag Suggestion.
In Proc. of the Conf. on Empirical Methods in Natural Language Processing (EMNLP 2011), Edinburgh, Scotland, 2011, pp. 1577–1588.[ PDF ]
10
Zhiyuan Liu, Xinxiong Chen, Yabin Zheng, Maosong Sun.
Automatic Keyphrase Extraction by Bridging Vocabulary Gap.
In Proc. of the 15th Conf. on Computational Natural Language Learning (CoNLL 2011), Portland, Oregon, USA, 2011, pp. 135–144.[ PDF ]
11
Zhiyuan Liu, Yabin Zheng, Lixing Xie, Maosong Sun, Liyun Ru.
User Behaviors in Related Word Retrieval and New Word Detection: A Collaborative Perspective.
ACM Transactions on Asian Language Information Processing (ACM TALIP, Special Issue on Chinese Language Processing), vol. 10, no. 4, pp. 20:1-20:26, 2011.[ PDF ]
12
Zhiyuan Liu, Yuzhou Zhang, Edward Y. Chang, Maosong Sun.
PLDA+: Parallel Latent Dirichlet Allocation with Data Placement and Pipeline Processing.
ACM Transactions on Intelligent Systems and Technology (ACM TIST, Special Issue on Large Scale Machine Learning), vol. 2, no. 3, pp. 26:1-26:18, 2011.[ PDF ]
13
Yabin Zheng, Lixing Xie, Zhiyuan Liu, Maosong Sun, Liyun Ru.
Why Press Backspace? Understanding User Input Behaviors in Chinese Pinyin Input Method.
In Proc. of the 49th Annual Meeting of the Association for Computational Linguistics and Human Language Technologies (ACL-HLT 2011), Portland, Oregon, USA, 2011, pp. 485–490.[ PDF ]
14
Lixing Xie, Yabin Zheng, Zhiyuan Liu, Maosong Sun, Canhui Wang.
Extracting Chinese Abbreviation-definition Pairs from Anchor Texts.
In Proc. of the 10th International Conf. on Machine Learning and Cybernetics (ICMLC 2011), Guilin, Guangxi, China, 2011, pp. 1485 - 1491.[ PDF ]
15
Zhiyuan Liu, Maosong Sun.
Can Prior Knowledge Help Graph-based Methods for Keyword Extraction?
Frontiers of Electrical and Electronic Engineering in China.
1
Xiance Si, Zhiyuan Liu and Maosong Sun.
Modeling Social Annotations via Latent Reason Identification.
IEEE Intelligent Systems, vol. 25, no. 6, pp. 42-49, 2010.[ PDF ]
2
Batuer Aisha.
A Novel Method for Uyghur Tokenizatin and Morpheme Analysis,
International Conference on Asian Language Processing 2010 (IALP 2010)
3
Kaixu Zhang, Maosong Sun and Ping Xue.
A Local Generative Model for Chinese Word Segmentation.
In Proc. 6th Asia Information Retrieval Society Conf. (AIRS 2010), Taipei, 2010, Lecture Notes in Computer Science, vol. 6458, pp. 420-431.[ PDF ]
4
Zhiyuan Liu, Chuan Shi, Maosong Sun.
FolkDiffusion: A Graph-based Tag Suggestion Method for Folksonomies.
In Proc. 6th Asia Information Retrieval Society Conf. (AIRS 2010), Taipei, 2010, Lecture Notes in Computer Science, vol. 6458, pp. 231-240.[ PDF ]
5
Zhiyuan Liu, Maosong Sun.
Domain-Specific Term Rankings Using Topic Models.
In Proc. 6th Asia Information Retrieval Society Conf. (AIRS 2010), Taipei, 2010, Lecture Notes in Computer Science, vol. 6458, pp. 454-465.[ PDF ]
6
Batuer Aisha, Maosong Sun.
Uyghur-Chinese Statistical Machine Translation by Incorporating Morphological Information.
Journal of Computational Information Systems, vol. 6, no. 10, pp. 3137-3145, 2010.
7
Xiance Si, Edward Y. Chang, Zoltan Gyongyi and Maosong Sun.
Confucius and its Intelligent Disciples: Integrating Social with Search.
In Proc. of the 36th International Conference on Very Large Data Bases (VLDB 2010), Singapore, 2010, pp 1505-1517.[ PDF ]
8
Xiance Si, Zhiyuan Liu and Maosong Sun.
Explore the Structure of Social Tags by Subsumption Relations.
In Proc. of the 23rd International Conference on Computational Linguistics (COLING 2010), Beijing, China, 2010, pp. 1011-1019.[ PDF ]
9
Xiance Si and Maosong Sun.
Tag Allocation Model: Modeling Noisy Social Annotations by Reason Finding.
In Proc. of the 2010 IEEE/ACM/WIC Conferences on Web Intelligence (WI-IAT 2010), Toronto, Canada, 2010.[ PDF ]
10
Xiance Si and Maosong Sun.
Exploring the Concept Levels of Social Tags in Chinese Blogs.
In Proc. of the 11th Chinese Lexical Semantics Workshop (CLSW 2010), Suzhou, China, 2010
11
Zhiyuan Liu, Wenyi Huang, Yabin Zheng, Maosong Sun.
Automatic Keyphrase Extraction via Topic Decomposition.
In Proc. of Conf. on Empirical Methods in Natural Language Processing (EMNLP 2010), Massachusetts, USA, 2010, pp. 366-376.[ PDF ]
12
Yabin Zheng, Zhiyuan Liu and Lixing Xie.
Growing Related Words from Seed via User Behaviors: A Re-ranking Based Approach.
In Proc. of the ACL 2010 Student Research Workshop (ACL 2010), Uppsala, Sweden, 2010, pp. 49-54.[ PDF ]
13
Yan Zhang, Maosong Sun and Yang Zhang.
Chinese New Word Detection from Query Logs.
In Proc. of the Advanced Data Mining and Applications (ADMA2010), Chongqing, China, 2010.
14
Peng Li, Maosong Sun, Ping Xue.
Fast-Champollion: A Fast and Robust Sentence Alignment Algorithm.
In Proc. of the 23rd International Conference on Computational Linguistics (COLING 2010): Posters, Beijing, China, 2010, pp. 710-718.[ PDF ]
15
乔维, 孙茂松.
基于M3N的中文分词与命名实体识别一体化方法.
清华大学学报（自然科学版）, 2010年05期, 758-762, 2010.
16
张开旭, 孙茂松.
运用模板匹配的汉语生语料动宾关系提取.
第十一届汉语词汇语义学研讨会(CLSW2010), 苏州, 中国, 397-403, 2010.[ PDF ]
1
Qixia Jiang, Yan Zhang and Maosong Sun.
Community Detection on Weighted Networks: A Variational Bayesian Method,
In Proc. of the 1st Asian Conference on Machine Learning (ACML2009), Nanjing, China, 2009, Lecture Notes in Computer Science, vol. 5828, pp. 176-190.[ PDF ]
2
Batuer Aisha, Maosong Sun.
A Uyghur Morpheme Analysis Method based on Conditional Random Fields.
International Journal of Asian Language Processing, vol. 19, no. 2, pp. 69-83, 2009.[ PDF ]
3
Batuer Aisha, Maosong Sun.
A Statistical Method for Uyghur Tokenization.
In Proc. of the 2009 IEEE International Conference on Natural Language Processing and Knowledge Engineering (IEEE NLP-KE'09), Dalian, China, 2009, pp. 383-387.[ PDF ]
4
Xiance Si, Zhiyuan Liu, Peng Li, Qixia Jiang, Maosong Sun.
Content-based and Graph-based Tag Suggestion.
In Proc. of ECML/PKDD 2009 Discovery Challenge Workshop, Bled, Slovenia, 2009. pp. 243-260.
5
Xiance Si, Maosong Sun.
Disambiguating Blog Tags.
In Proc. of the 12th International Conference on Text, Speech and Dialogue (TSD 2009), Pilsen, Czech Republic, 2009, Lecture Notes in Computer Science, vol. 5729, pp 139-146.[ PDF ]
6
Xiance Si, Maosong Sun.
Tag-LDA for Scalable and Realtime Tag Recommendation.
Journal of Computational Information Systems, vol. 6, no. 2, 2009. pp 1009-1016.
7
Yabin Zheng, Zhiyuan Liu, Maosong Sun, Liyun Ru and Yang Zhang.
Incorporating User Behaviors in New Word Detection.
In Proc. of the 21st International Joint Conference on Artificial Intelligence (IJCAI 2009), Pasadena, California, USA, 2009, pp. 2101-2106.[ PDF ]
8
Yabin Zheng, Zhiyuan Liu, Shaohua Teng and Maosong Sun.
Efficient Text Classification Using Term Projection.
In Proc. of the 5th Asia Information Retrieval Symposium on Information Retrieval Technology (AIRS 2009), Sapporo, Japan, 2009, Lecture Notes in Computer Science, vol. 5839, pp. 230-241.[ PDF ]
9
Zhongguo Li, Maosong Sun.
Punctuation as Implicit Annotations for Chinese Word Segmentation.
Computational Linguistics, vol. 35, no. 4, pp. 505-512, 2009.[ PDF ]
10
Wei Qiao and Maosong Sun.
An Efficient OOV Strategy for Chinese Word Segmentation: Harnessing Web Search and Conditional Random Field Model.
In Proc. of the 23rd Pacific Asia Conference on Language, Information and Computation (PACLIC 2009), Hong Kong, China, 2009, pp. 454-463.
11
Zhiyuan Liu, Peng Li, Yabin Zheng, Maosong Sun.
Clustering to Find Exemplar Terms for Keyphrase Extraction.
In Proc. of the Conference on Empirical Methods in Natural Language Processing (EMNLP 2009), Singapore, 2009. pp. 257-266.[ PDF ]
12
Zhiyuan Liu, Yabin Zheng, Maosong Sun.
Quantifying Asymmetric Semantic Relations from Query Logs by Resource Allocation.
In Proc. of the 13th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD 2009), Bangkok, Thailand, 2009, Lecture Notes in Artifical Intelligence, vol. 5476, pp. 254-265.[ PDF ]
13
Wei Qiao and Maosong Sun.
Chinese Word Frequency Approximation Using Multiple-type Corpora.
the International Journal of Quantitative Linguistics.
14
Yan Liu, Yan Zhang, Maosong Sun, Wenji Li.
Full-reference Quality Diagnosis for Video Summary.
In Proc. of the 2008 IEEE International conference on Multimedia & Expo (ICME 2008), Hannover, Germany, 2008, pp. 1489-1492.[ PDF ]
15
谢丽星, 孙茂松, 佟子健, 王灿辉.
基于用户查询日志和锚文字的汉语缩略语识别.
全国第十届计算语言学学术会议 (CNCCL-2009), 烟台, 中国, 551-556, 2009.[ PDF ]
16
张开旭,夏云庆,宇航.
基于条件随机场的古文自动断句与标点方法.
清华大学学报, 第49卷, 第10期, 1733-1736, 2009.
17
司宪策, 孙茂松.
一个基于Web的汉语例句自动检索系统.
辞书编纂现代化研究,上海辞书出版社, 上海，2009.
1
Maosong Sun, Dongliang Xu, Benjamin K Tsou and Huaming Lu.
Disyllabic Chinese Word Extraction Based on Character Thesaurus and Semantic Constraints in Word-Formation.
In Proc. of the 11th International Conference on Text Speech and Dialogue (TSD 2008), Brno, Czech Republic, 2008, Lecture Notes in Computer Science, vol. 5246, pp. 141-151.[ PDF ]
2
Wei Li, Maosong Sun.
Multi-modal Multi-label Semantic Indexing of Images using Unlabeled Data.
In Proc. of the 7th International Conference on Advanced Language Processing and Web Information Technology (ALPIT 2008), Los Alamitos, CA, USA, 2008. pp: 204-209.[ PDF ]
3
Wei Qiao, Maosong Sun, Wolfgang Menzel.
Statistical Properties of Overlapping Ambiguities in Chinese Word Segmentation and a Strategy for Their Disambiguation.
Lecture Notes in Computer Science, vol. 5246, 2008. pp. 177-186.[ PDF ]
4
Yabin Zheng, Shaohua Teng, Zhiyuan Liu, Maosong Sun.
Text Classification Based on Transfer Learning and Self-Training.
In Proc. of the 4th International Conference on Natural Computation (ICNC'08) - Volume 03, Jinan, China, 2008, pp. 363-367.[ PDF ]
5
Zhiyuan Liu, Maosong Sun.
Asymmetrical Query Recommendation Method Based on Bipartite Network Resource Allocation.
In Proc. of the 17th International World Wide Web Conference (WWW 2008), Beijing, China, 2008. pp. 1049-1050.[ PDF ]
6
Yang Liu, Yan Liu, Yan Zhang.
The Hong Kong Polytechnic University at TRECVID 2007 BBC rushes summarization.
In Proc. of the International Workshop on TRECVID Video Summarization, Augsburg, Germany, 2007, pp 50-54.[ PDF ]
7
Yabin Zheng, Shaohua Teng, Zhiyuan Liu and Maosong Sun.
Text Classification Based on Transfer Learning and Self-Training.
In Proc. of the 2008 Fourth International Conference on Natural Computation (ICNC 2008), Jinan, Shandong, China, 2008, pp. 363-367.[ PDF ]
8
乔维, 孙茂松.
汉语交集型歧义切分字段关于专业领域的统计特性.
中文信息学报, 第22卷, 第4期, 10-18, 2008.[ PDF ]
9
张开旭, 孙茂松.
统计与规则结合的古文对联应对模型.
中文信息学报, 第23卷, 第1期, 100-105, 2008.[ PDF ]
10
刘知远, 郑亚斌, 孙茂松.
汉语依存句法网络的复杂网络性质.
复杂系统与复杂性科学, 第5卷, 第2期, 37-45, 2008.[ PDF ]
11
郑亚斌, 曹嘉伟, 刘知远.
基于最大匹配和马尔科夫模型的对联系统.
第四届全国学生计算语言学研讨会, 山西省太原市, 中国, 2008, pp. 452-458.[ PDF ]
1
Wei Li, Maosong Sun, Christopher Habel.
Multi-modal Multi-label Semantic Indexing of Images Based on Hybrid Ensemble Learning.
In Proc. of the 8th Pacific Rim Conference on Multimedia (PCM 2007), Hong Kong, China, 2007. Lecture Notes in Computer Science, vol. 4810, pp. 744-754.[ PDF ]
2
Jingyang Li, Maosong Sun.
Exploiting Category Information and Document Information to Improve Term Weighting for Text Categorization.
In Proc. of the 8th International Conference on Computational Linguistics and Intelligent Text Processing (CICLing 2007), Mexico City, Mexico, 2007. Lecture Notes in Computer Science, vol. 4394, pp. 587-598.[ PDF ]
3
Jun Li, Maosong Sun.
Experimental Study on Sentiment Classification of Chinese Review using Machine Learning Techniques.
In Proc. of 2007 IEEE International Conference on Natural Language Processing and Knowledge Engineering (IEEE NLP-KE 2007), Beijing, China, 2007, pp. 393-400.[ PDF ]
4
Jingyang Li, Maosong Sun.
Scalable Term Selection for Text Categorization.
In Proc. of the 2007 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning (EMNLP-CoNLL), Prague, Czech Republic, 2007, pp. 774-782.[ PDF ]
5
刘知远,孙茂松.
汉语词同现网络的小世界效应和无标度特性.
中文信息学报, 第21卷, 第6期, 52-58, 2007.[ PDF ]
6
郑亚斌,刘知远,孙茂松.
中文歌词的统计特征及其检索应用.
中文信息学报, 第21卷, 第5期, 61-67, 2007.[ PDF ]
7
陈涛,孙茂松.
基于SOM的语义词典自动构建实验研究.
情报学报, 第26卷，第1期，77-83, 2007.[ PDF ]
8
刘知远,司宪策,郑亚斌,孙茂松.
中文博客标签的若干统计性质.
第七届中文处理国际会议, 湖北省武汉市, 中国, 2007, pp. 533-539.
9
刘知远,孙茂松.
基于WEB的计算机领域新术语的自动检测.
第九届全国计算语言学学术会议, 辽宁省大连市, 中国, 2007, pp. 515-521.
1
Wei Li, Maosong Sun.
Automatic Image Annotation Based on WordNet and Hierarchical Ensembles.
In Proc. of the 7th Conference on Intelligent Text Processing and Computational Linguistics (CICLing 2006), Mexico City, Mexico, 2006. Lecture Notes in Computer Science, vol. 3878, pp. 417-428.[ PDF ]
2
Maosong Sun, Zhengcao Zhang, Benjamin K Tsou, Huaming Lu.
Word Frequency Approximation for Chinese without Using Manually-annotated Corpus.
In Proc. of the 7th Conference on Intelligent Text Processing and Computational Linguistics (CICLing 2006), Mexico City, Mexico, 2006. Lecture Notes in Computer Science, vol. 3878, pp. 105-116.[ PDF ]
3
Jingyang Li, Maosong Sun, Xian Zhang.
A Comparison and Semi-Quantitative Analysis of Words and Character-Bigrams as Features in Chinese Text Categorization.
In Proc. of the 2006 Joint Conference of the International Committee on Computational Linguistics and the Association for Computational Linguistics (COLING-ACL 2006), Sydney, Australia, 2006, pp. 545-552.[ PDF ]
4
Wei Li, Maosong Sun.
Semi-supervised Learning for Image Annotation Based on Conditional Random Fields.
In Proc. of the 5th International Conference on Image and Video Retrieval (CIVR 2006), Tempe, AZ, USA, 2006, Lecture Notes in Computer Science, vol. 4071, pp. 463-472.[ PDF ]
5
Wei Li, Maosong Sun.
Incorporating Prior Knowledge into Multi-label Boosting for Cross-Modal Image Annotation and Retrieval.
In Proc. of the Third Asia Information Retrieval Symposium (AIRS 2006), Singapore, 2006, Lecture Notes in Computer Science, vol. 4182, pp. 404-415.[ PDF ]
6
Wei Qiao, Maosong Sun.
Word Frequency Approximation for Chinese Using Raw, MM-segmented and Manually Segmented Corpora.
In Proc. of the 21st International Conference on the Computer Processing of Oriental Languages (ICCPOL 2006), Singapore, 2006, Lecture Notes in Artificial Intelligence, vol. 4285, pp. 256-267.[ PDF ]
7
Maosong Sun, Dongliang Xu, Benjamin K. Tsou, Huaming Lu.
An Integrated Approach to Chinese Word Segmentation and Part-of-Speech Tagging.
In Proc. of the 21st International Conference on the Computer Processing of Oriental Languages (ICCPOL 2006), Singapore, 2006, Lecture Notes in Artificial Intelligence, vol. 4285, pp. 299-309.[ PDF ]
8
Emile Kroeger, Maosong Sun.
A Chinese Character Lookup System Based on Morphological Similarity.
Research and Application of Digitized Chinese Teaching and Learning, 2005, pp. 354-362.
9
Xinghua Fan, Maosong Sun.
Knowledge Representation and Reasoning Based on Entity and Relation Propagation Diagram/Tree.
Intelligent Data Analysis - An International Journal, vol. 10, no. 1, pp. 81-102, 2006.[ PDF ]
10
樊兴华, 孙茂松.
一种高性能的两类中文文本分类方法.
计算机学报, 第29卷，第1期, 124-131, 2006.[ PDF ]
1
Maosong Sun, Shengfen Luo, Benjamin K Tsou.
Word Extraction Based on Semantic Constraints in Chinese Word-formation.
In Proc. of the 6th International Conference on Intelligent Text Processing and Computational Linguistics (CICLing 2005), Mexico City, Mexico, 2005, Lecture Notes in Computer Science, vol. 3406, pp. 202-213.[ PDF ]
2
Hongtao Wang, Maosong Sun, Shaoming Liu.
Merging Case Relations in VSM to Improve Information Retrieval Precision.
In Proc. of the 6th International Conference on Intelligent Text Processing and Computational Linguistics (CICLing 2005), Mexico City, Mexico, 2005, Lecture Notes in Computer Science, vol. 3406, pp. 584-592.[ PDF ]
3
Xinghua Fan, Maosong Sun, Key-sun Choi, Qin Zhang.
Classifying Chinese Texts in Two Steps.
In Proc. of the 2nd International Joint Conference on Natural Language Processing (IJCNLP 2005), Jeju Island, Republic of Korea, 2005, Lecture Notes in Artificial Intelligence, vol. 3651, pp. 302-313.[ PDF ]
4
Xinghua Fan, Maosong Sun.
A Method of Recognizing Entity and Relation.
In Proc. of the 2nd International Joint Conference on Natural Language Processing (IJCNLP 2005), Jeju Island, Republic of Korea, 2005, Lecture Notes in Artificial Intelligence, vol. 3651, pp. 245-256.[ PDF ]
5
Wei Li, Maosong Sun.
Automatic Image Annotation Using Maximum Entropy Model.
In Proc. of the 2nd International Joint Conference on Natural Language Processing (IJCNLP 2005), Jeju Island, Republic of Korea, 2005, Lecture Notes in Artificial Intelligence, vol. 3651, pp. 34-45.[ PDF ]
6
Fan Sun, Maosong Sun.
A New Transductive Support Vector Machine Approach to Text Categorization.
In Proc. of the 2005 IEEE International Conference on Natural Language Processing and Knowledge Engineering (IEEE NLP-KE 2005), Wuhan, China, 2005, pp. 631-635.[ PDF ]
7
Emile Kroeger, Maosong Sun.
Sentence Difficulty Evaluation for a Learner's Dictionary.
In Proc. of the 2005 IEEE International Conference on Natural Language Processing and Knowledge Engineering (IEEE NLP-KE 2005), Wuhan, China, 2005, pp. 678-682.[ PDF ]
8
Zhengcao Zhang, Maosong Sun, Shaoming Liu.
Automatic Content Based Title Extraction for Chinese Documents using Support Vector Machine.
In Proc. of the 2005 IEEE International Conference on Natural Language Processing and Knowledge Engineering (IEEE NLP-KE 2005), Wuhan, China, 2005, pp. 553-558.[ PDF ]
9
Fan Sun, Maosong Sun.
Transductive Support Vector Machines Using Simulated Annealing.
In Proc. of the 2005 International Conference of Computational Intelligence and Security (CIS 2005), Xian, China, 2005, pp. 536-543.[ PDF ]
10
Tao Chen, Maosong Sun, Huaming Lu.
Automated Construction of Chinese Thesaurus Based on Self-Organizing Map.
In Proc. of the 7th International Conference on Terminology and Knowledge Engineering (TKE2005), Copenhagen, Denmark, 2005.
11
亢世勇, 徐艳华, 孙茂松, 许小星.
基于语料库的现代汉语新词语构词法统计研究.
In Proc. of 2005 International Conference on Chinese Computing, Singapore, 2005.[ PDF ]
12
孙茂松.
语言计算：信息科学技术中长期发展的战略制高点.
语言文字应用, 第3期, 38-40, 2005.[ PDF ]
13
谢永芳, 孙茂松.
《现汉》ABCD与AB(CD)同时出条初步考察.
辞书研究, 第3期, 118-127, 2005.
14
孙道功, 亢世勇, 孙茂松.
基于标注语料库的现代汉语单句句型句模的对应关系.
自然语言理解与大规模内容计算, 清华大学出版社, 北京, 234-240, 2005.
15
李毅, 亢世勇, 孙茂松 ,孙道功.
基于奥运语料的语义成分标注规范.
自然语言理解与大规模内容计算, 清华大学出版社, 北京, 633-635, 2005.
16
宋兰, 孙茂松.
一种高性能的两类中文文本分类方法.
自然语言理解与大规模内容计算, 清华大学出版社, 北京, 514-520, 2005.
1
Dejun Xue, Maosong Sun.
Eliminating High-degree Biased Character Bigrams for Dimensionality Reduction in Chinese Text Categorization.
In Proc. of the 26th European Conference on IR Research (ECIR 2004), Sunderland, UK, 2004, Lecture Notes in Computer Science, vol. 2997, pp. 197-208.[ PDF ]
2
Dejun Xue, Maosong Sun.
Raising High-Degree Overlapped Character Bigrams into Trigrams for Dimensionality Reduction in Chinese Text Categorization.
In Proc. of the 5th International Conference on Intelligent Text Processing and Computational Linguistics (CICLing 2004), CAU, Seoul, Korea, 2004, Lecture Notes in Computer Science, vol. 2945, pp. 584-595.[ PDF ]
3
Xinghua Fan, Maosong Sun.
A Reasoning Algorithm of Applying Causality Diagram to Fault Diagnosis of Complex Hybrid Systems.
In Proc. of the 5th World Congress on Intelligent Control and Automation (WCICA 2004), Hangzhou, China, 2004, pp. 1741-1745.[ PDF ]
4
Dejun Xue, Maosong Sun.
Select Strong Information Features to Improve Text Categorization Effectiveness.
Journal of Intelligent Systems, vol. 13, no. 4, 270-290, 2004.
5
Maosong Sun, Dejun Xue.
A Prototype System for Chinese Text Categorization.
In Proc. of the 5th China-Korea Joint Symposium on Oriental Language Processing and Pattern Recognition, Qingdao, China, 2004, pp. 85-90.
6
Shiyong Kang, Maosong Sun.
The Research on Chinese Semantic Word-formation based on a Semantically Annotated Lexicon.
In Proc. of the 5th Chinese Lexical Semantics Workshop (CLSW-5), Singapore, 2004, pp. 120-127.
7
孙茂松.
中文信息处理发展战略之我见.
21世纪的中国语言学（一）, 商务印书馆, 北京, 244-249, 2004.
8
苏新春, 孙茂松.
常用双音释词词量及提取方法.
词汇学理论与应用（二）, 商务印书馆, 北京, 65-79, 2004.
9
孙茂松, 肖明, 邹嘉彦.
基于无指导学习策略的无词表条件下汉语自动分词.
计算机学报, 第27卷，第6期, 736-742, 2004.[ PDF ]
1
Dejun Xue, Maosong Sun.
Chinese Text Categorization Based on the Binary Weighting Model with Non-Binary Smoothing.
In Proc. of the 25th European Conference on IR Research (ECIR 2003), Pisa, Italy, 2003, Lecture Notes in Computer Science, vol. 2633, pp. 548-559.[ PDF ]
2
Dejun Xue, Maosong Sun.
A Study on Feature Weighting in Chinese Text Categorization.
In Proc. of the 4th International Conference on Computational Linguistics and Intelligent Text Processing (CICLing 2003), Mexico City, Mexico, 2003, Lecture Notes in Computer Science, vol. 2588, pp. 592-601.[ PDF ]
3
Maosong Sun.
LFG for Chinese: Issues of Representation and Computation.
Journal of Chinese Linguistics, vol. 19, pp. 129-151, 2003.
4
Maosong Sun, Dongliang Xu, Benjamin K Tsou.
Integrated Chinese Word Segmentation and Part-of-speech Tagging Based on the Divide-and-Conquer Strategy.
In Proc. of 2003 IEEE International Conference on Natural Language Processing and Knowledge Engineering (IEEE NLP-KE 2003), Beijing, China, pp. 610-615, 2003.[ PDF ]
5
Shiyong Kang, Maosong Sun.
Corpus-Based Study on Semantic Structure Patterns of Sentences in Contemporary Chinese.
In Proc. of 20th International Conference on Computer Processing of Oriental Languages (ICCPOL '03), Shenyang, China, 2003.
6
Tao Chen, Maosong Sun.
Automatic Clustering of Chinese Nouns Based on SOM.
In Proc. of 20th International Conference on Computer Processing of Oriental Languages (ICCPOL '03), Shenyang, China, 2003.
7
Jun Zhao, Maosong Sun, Bo Xu.
The Progress of Chinese Linguistic Data Consortium (Chinese LDC).
In Proc. of the 6th East Asia Forum on Terminology, 2003.
8
Shengfen Luo, Maosong Sun.
Two-Character Chinese Word Extraction Based on Hybrid of Internal and Contextual Measures.
In Proc. of Second SIGHAN Workshop on Chinese Language Processing, Sapporo, Japan, pp. 24-30, 2003.[ PDF ]
9
Dejun Xue, Maosong Sun.
Feature Selection Combining CHI and Restrained IG Weighting Measures in Chinese Text Categorization.
In Proc. of First Indian International Conference on Artificial Intelligence (IICAI-03), Hyderabad, India, 2003.
10
樊兴华, 张勤, 孙茂松, 黄席樾.
多值因果图的推理算法研究.
计算机学报, 第26卷, 第3期, 310-322, 2003.[ PDF ]
11
罗盛芬, 孙茂松.
基于字串内部结合紧密度的汉语自动抽词实验研究.
中文信息学报, 第17卷, 第3期, 9-14, 2003.[ PDF ]
12
孙茂松, 王洪君, 董秀芳.
《信息处理用现代汉语分词词表》规范.
语言计算与基于内容的文本处理, 清华大学出版社, 北京, 391-398, 2003.
13
孙茂松.
对统计语言模型的若干认识.
中文信息处理若干重要问题, 科学出版社, 北京, 3-13, 2003.
14
苏新春, 孙茂松.
常用双音释词词量及提取方法——对《现汉》双音同义释词的量化分析.
语言教学与研究, 第6期, 31, 2003.
15
孙茂松, 陈群秀主编.
语言计算与基于内容的文本处理.
清华大学出版社, 北京, 2003.
16
孙茂松, 姚天顺, 苑春法主编.
Advances in Computation of Oriental Languages.
清华大学出版社, 北京, 2003.
17
徐波, 孙茂松, 靳光瑾主编.
中文信息处理若干重要问题.
科学出版社, 北京, 2003.
1
Maosong Sun, Shiyong Kang.
A Well-formed Chinese Lexicon for Word Segmentation and POS Tagging.
In Proc. of International Conference on Multilingual Information Processing, 2002.
2
Dejun Xue, Maosong Sun.
Automated Text Categorization for Chinese Based on Multinominal Bayesian Model.
In Proc. of Digital Library: IT Opportunities and Challenges in the New Millennium, Beijing, China, 2002.
3
Xiao Luo, Maosong Sun, Jiayan Zou.
Covering Ambiguity Resolution in Chinese Word Segmentation Based on Contextual Information.
In Proc. of the 19th International Conference on Computational Linguistics (COLING 2002), Taipei, pp. 1-7, 2002.[ PDF ]
4
Maosong Sun, Shengfen Luo, Shiyong Kang.
Sense Tagging of Characters in Chinese Lexicon.
In Proc. of the 3rd Symposium on Chinese Lexical Semantics, 2002.
5
Shiyong Kang, Maosong Sun.
Comparative Study on Distribution of Semantic Categories of Characters and Words in Contemporary Chinese.
In Proc. of the 3rd Symposium on Chinese Lexical Semantics, pp. 1-7, 2002.
6
奚晨海,孙茂松.
基于神经元网络的汉语短语边界识别.
中文信息学报, 第16卷, 第2期, 20-26, 2002.[ PDF ]
1
Maosong Sun.
Finding Chinese Personal Names in Unrestricted Texts.
In Proc. of 2001 Pacific Neighborhood Consortium Annual Conference and Joint Meetings, 2001.
2
Maosong Sun.
LFG for Chinese: Issues of Representation and Computation.
In Proc. of LFG'01, 2001.
3
Xiaohua Liu, Maosong Sun.
A Prototype of Chinese Search Engine Based on Word Segmentation Techniques.
In Proc. of 2001 IEEE International Conference on Systems, Man, and Cybernetics, Tucson, AZ , USA, 2001, vol. 4, pp. 2215-2218.[ PDF ]
4
孙茂松,邹嘉彦.
汉语自动分词研究评述.
当代语言学, 第3卷, 第1期, 22-32, 2001.[ PDF ]
5
肖云,孙茂松,邹嘉彦.
利用上下文信息解决汉语自动分词中的组合型歧义.
计算机工程与应用, 第37卷, 第9期, 87-89, 2001.[ PDF ]
6
陶跃华,孙茂松.
搜索引擎结果的评价技术.
情报科学, 第19卷, 第8期, 861-863, 2001.
7
陶跃华,孙茂松.
搜索引擎中相关性反馈技术.
情报理论与实践, 第24卷, 第4期, 295-297, 2001.[ PDF ]
8
陶跃华,孙茂松.
基于潜语义标引的自然语言检索.
现代图书情报技术, 第5期, 40-41, 2001.
9
陶跃华, 孙茂松, 王锡钢.
因特网搜索引擎评价系统.
计算机工程与科学, 第23卷, 第3期, 25-31, 2001.[ PDF ]
10
孙茂松, 王洪君, 李行健, 富丽, 黄昌宁, 陈松岑, 谢自立, 张卫国.
信息处理用现代汉语分词词表.
语言文字应用, 第4期, 84-89, 2001.[ PDF ]
11
孙茂松.
站在语言信息处理基础研究的前沿——"973"相关课题介绍.
术语标准化与信息技术, 第23卷, 第3期, 19-23, 2001.[ PDF ]
12
孙茂松.
中国数字图书馆建设中的若干关键问题.
辉煌二十周年——中国中文信息学会二十周年学术会议, 清华大学出版社, 北京, 298-302, 2001.[ PDF ]
13
亢世勇, 孙茂松, 刘海润.
《汉字义类信息库》的研究与实现.
In Proc. of International Conference on Chinese Computing 2001, Singapore, 2001.
14
刘晓华, 孙茂松.
分词策略对中文搜索引擎查全率和查准率的影响.
In Proc. of International Conference on Chinese Computing 2001, Singapore, 2001.
1
Sun M, Zuo Z, Huang C.
An experimental study on dictionary mechanism for Chinese word segmentation.
Journal of Chinese information processing. 2000;14(1):1-6.
2
Maosong S, Honglin S, Changning H, Zhang P, Hongbing X, Qiang Z.
HuaYu: A Word-Segmented and Part-of-Speech Tagged Chinese Corpus.
In Proceedings of the Second International Conference on Language Resources and Evaluation.
3
Lei Z, Ming Z, Changning H, Maosong S.
Automatic Chinese text error correction approach based-on fast approximate Chinese word-matching algorithm.
In Proceedings of the 3rd World Congress on Intelligent Control and Automation. Vol. 4, pp. 2739-2743.
4
孙茂松, 卢红娜, 邹嘉彦.
基于隐Markov模型的汉语词类自动标注的实验研究.
清华大学学报(自然科学版).
5
周强, 孙茂松, 黄昌宁.
汉语最长名词短语的自动识别.
软件学报.
6
孙茂松, 左正平, 黄昌宁.
汉语自动分词词典机制的实验研究.
中文信息学报.
7
孙茂松.
关于词汇使用度的初步研究.
语言文字应用.
8
孙茂松, 左正平; 邹嘉彦.
基于k-近似的汉语词类自动判定.
计算机学报.
9
沈达阳, 孙茂松.
万维网知识挖掘方法的研究.
计算机科学.
1
沈达阳, 孙茂松.
Internet 中文个人信息搜索.
中文信息学报. 1999;13(2):25-33.
2
孙茂松, 左正平, 邹嘉彦.
高频最大交集型歧义切分字段在汉语自动分词中的作用.
中文信息学报. 1999;13(1):28-35.
3
周强, 孙茂松, 黄昌宁.
汉语句子的组块分析体系.
计算机学报.
4
孙茂松.
汉语自动分词研究及其应用:回顾与展望.
面向21世纪的科技进步与社会经济发展（上册）.
5
孙茂松.
谈谈汉语分词语料库的一致性问题.
语言文字应用.
6
孙茂松, 左正平, 黄昌宁.
消解中文三字长交集型分词歧义的算法.
清华大学学报(自然科学版).
7
黄昌宁, 孙茂松.
全球计算语言学的盛会COLING—ACL8简介.
当代语言学.
8
孙茂松.
清华大学计算机系接受汉语语言学国内访问学者及科研进修人员.
语言文字应用.
9
孙茂松, 左正平.
汉语真实文本中的交集型切分歧义.
汉语计量与计算研究. 香港: 香港城市大学出版社. 1998:323-38.
10
孙茂松.
“取决”与“来源"小议.
中国语文.
11
沈达阳, 孙茂松, 黄昌宁.
基于统计的汉语分词模型及实现方法.
中文信息.
12
Maosong S, Dayang S, Tsou BK.
Chinese word segmentation without using lexicon and hand-crafted training data.
In Proceedings of the 36th Annual Meeting of the Association for Computational Linguistics and 17th International Conference on Computational Linguistics. Volume 2:1265-1271.[ PDF ]
13
Dayang Shen, Changning Huang, Maosong Sun.
The Approaches of Information Integration and Bestpath Searching in CWASS.
Journal of Chinese Information Processing. 1997;11(2).
14
Maosong Sun, Changning Huang, Benjamin K. Tsou.
Using character Bigram for ambiguity resolution in Chinese word segmention.
Computer Research and Development. 1997;34(5):332-9.
15
Maosong Sun, Dayang Shen, Changning Huang.
CSeg& Tag1. 0: a practical word segmenter and POS tagger for Chinese texts.
In Proceedings of the fifth conference on Applied natural language processing 1997 Mar 31 (pp. 119-126).
16
孙茂松, 张磊.
人机共存, 质量合一--谈谈制定信息处理用汉语词表的策略.
语言文字应用. 1997;1:81-8.[ PDF ]
17
孙茂松, 黄昌宁, 邹嘉彦, 陆方, 沈达阳.
利用汉字二元语法关系解决汉语自动分词中的交集型歧义 (Doctoral dissertation).
计算机研究与发展.1997(5).[ PDF ]
18
孙茂松, 黄昌宁, 方捷.
汉语搭配定量分析初探.
中国语文. 1997;256(1):29238.[ PDF ]
19
夏莹, 马少平, 孙茂松, 朱小燕, 金奕江.
汉字识别文本自动后处理方法.
语言文字应用.1997(2).[ PDF ]
20
沈达阳, 孙茂松, 黄昌宁.
汉语分词系统中的信息集成和最佳路径搜索方法.
中文信息学报.1997(2).[ PDF ]
21
沈达阳, 孙茂松.
汉字简繁体智能化转换系统.
中文信息. 1996(6):16-8.[ PDF ]
22
沈达阳, 孙茂松, 黄昌宁.
汉语自动分词和词性标注一体化系统.
中文信息. 1996;5:17-9.[ PDF ]
23
黄昌宁, 孙茂松.
中文信息处理最新成果的检阅——记新加坡中文电脑国际会议 ICCC’96.
国外语言学. 1996(4):6.[ PDF ]
24
Maosong Sun, Benjamin K T'sou.
Ambiguity resolution in Chinese word segmentation.
In Proceedings of the 10th Pacific Asia Conference on Language, Information and Computation. (pp. 121-126).[ PDF ]
25
沈达阳, 孙茂松, 黄昌宁.
中国地名的自动辨识.
计算语言学进展与应用. 北京: 清华大学出版社. 1995:68-74.[ PDF ]
26
孙茂松, 黄昌宁, 高海燕, 方捷.
中文姓名的自动辨识.
中文信息学报. 1995;9(2):16-27.[ PDF ]
27
孙茂松, 邹嘉彦.
汉语自动分词研究中的苦干理论问题.
语言文字应用. 1995;4:40-6.[ PDF ]
28
Sun MS, Lai BY, Lun S, Sun CF.
Some issues on statistical approach to Chinese word identification.
In Proc. of the 3rd International Conference on Chinese Information Processing.
29
孙茂松, 黄昌宁.
汉语中的兼类词, 同形词类组及其处理策略.
中文信息学报. 1989;3(4):13-25.[ PDF ]
30
孙茂松.
同吕叔湘先生讨论《 中级英语语法》 若干问题的通信.
徐州师范学院学报. 1981(4):23.[ PDF ]