Maosong Sun - AI Profile

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Professor

Department of Computer Science and Technology, Tsinghua University

清华大学计算机科学与技术系智能技术与系统国家重点实验室

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研究领域
自然语言处理, 中文信息处理
信息检索, Web智能, 社会计算

研究概况
我的研究方向为自然语言理解、中文信息处理、Web智能和社会计算。作为项目负责人，我主持973二级课题、863重大专项二级课题和探索类课题、国家自然科学基金重点项目和面上项目、国际合作项目等约20项，主持信息处理ISO国际标准2项。在国际刊物、国际会议、国内核心刊物上，我共发表论文约130篇，Google Scholar总引用数约1,400次。我获国家发明专利4项，日本专利1项。我曾十余次担任相关领域国际会议和全国性学术会议大会主席或程序委员会主席。我现任或曾任863重点项目“中文为核心的多语言处理技术”总体专家组组长，《中文信息学报》（计算机类全国核心期刊）主编，Journal of Computer Science and Technology、《中国计算机学会通讯》、《计算机研究与发展》、《计算机科学与探索》、《计算机教育》、《语言文字应用》、《南开语言学刊》、《澳门语言学刊》等期刊编委，ACL SIGHAN理事会理事等职务。

清华大学计算机系孙茂松教授当选欧洲科学院外籍院士。

Research Interests

Papers605 papers

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Neural Machine Translation with Explicit Phrase Alignment

Zhang Jiacheng,Luan Huanbo,Sun Maosong, Zhai FeiFei,Xu Jingfang,Liu Yang

IEEE Transactions on Audio, Speech, and Language Processing, pp.1-1, (2021)

Cited by2Bibtex

CPM-2: Large-scale Cost-effective Pre-trained Language Models

Zhengyan Zhang, Yuxian Gu, Xu Han, Shengqi Chen, Chaojun Xiao, Zhenbo Sun, Yuan Yao, Fanchao Qi, Jian Guan, Pei Ke, Yanzheng Cai, Guoyang Zeng

Bibtex

Open Hierarchical Relation Extraction

Kai Zhang,Yuan Yao,Ruobing Xie,Xu Han,Zhiyuan Liu, Fen Lin, Leyu Lin,Maosong Sun

NAACL-HLT, pp.5682-5693, (2021)

EIBibtex

CSS-LM: A Contrastive Framework for Semi-supervised Fine-tuning of Pre-trained Language Models

Yusheng Su, Xu Han,Yankai Lin, Zhengyan Zhang,Zhiyuan Liu, Peng Li,Maosong Sun

Bibtex

TR-BERT: Dynamic Token Reduction for Accelerating BERT Inference

Deming Ye,Yankai Lin,Yufei Huang,Maosong Sun

NAACL-HLT, pp.5798-5809, (2021)

EIBibtex

Neural Quality Estimation with Multiple Hypotheses for Grammatical Error Correction

Zhenghao Liu,Xiaoyuan Yi,Maosong Sun,Liner Yang,Tat-Seng Chua

NAACL-HLT, pp.5441-5452, (2021)

EIBibtex

Visual Distant Supervision for Scene Graph Generation

Yuan Yao, Ao Zhang, Xu Han, Mengdi Li, Cornelius Weber,Zhiyuan Liu,Stefan Wermter,Maosong Sun

Bibtex

Red Alarm for Pre-trained Models: Universal Vulnerabilities by Neuron-Level Backdoor Attacks

Zhengyan Zhang, Guangxuan Xiao, Yongwei Li, Tian Lv, Fanchao Qi, Zhiyuan Liu, Yasheng Wang, Xin Jiang,Maosong Sun

Bibtex

UPRec: User-Aware Pre-training for Recommender Systems

Chaojun Xiao, Ruobing Xie, Yuan Yao,Zhiyuan Liu,Maosong Sun, Xu Zhang, Leyu Lin

Bibtex

From Symbols to Embeddings: A Tale of Two Representations in Computational Social Science

Huimin Chen, Cheng Yang, Xuanming Zhang,Zhiyuan Liu,Maosong Sun, ZJianbin Jin

Bibtex

Knowledge Transfer via Pre-training for Recommendation: A Review and Prospect

Zheni Zeng, Chaojun Xiao, Yuan Yao,Ruobing Xie,Zhiyuan Liu,Fen Lin,Leyu Lin,Maosong Sun

Frontiers in Big Data, (2021): 602071

Cited by1Bibtex

Country Image in COVID-19 Pandemic: A Case Study of China

Huimin Chen, Zeyu Zhu,Fanchao Qi, Yining Ye,Zhiyuan Liu,Maosong Sun, Jianbin Jin

IEEE Trans. Big Data, no. 1 (2021): 81-92

Cited by1EIBibtex

CED: Credible Early Detection of Social Media Rumors

Changhe Song,Cheng Yang,Huimin Chen,Cunchao Tu,Zhiyuan Liu,Maosong Sun

IEEE Transactions on Knowledge and Data Engineering, no. 8 (2021): 3035-3047

Cited by20EIWOSBibtex

Mask-Align: Self-Supervised Neural Word Alignment

Chi Chen,Maosong Sun,Yang Liu

Bibtex

MixPoet: Diverse Poetry Generation via Learning Controllable Mixed Latent Space

Xiaoyuan Yi,Ruoyu Li,Cheng Yang,Wenhao Li,Maosong Sun

national conference on artificial intelligence, (2020)

Cited by2Bibtex

Text Style Transfer via Learning Style Instance Supported Latent Space

Xiaoyuan Yi,Zhenghao Liu,Wenhao Li,Maosong Sun

IJCAI 2020, pp.3801-3807, (2020)

Cited by2EIBibtex

Cross-lingual lexical sememe prediction

Fanchao Qi, Yankai Lin,Maosong Sun, Hao Zhu, Zhiyuan Liu, Ruobing Xie

Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, EMNLP 2018,, (2020)

Cited by13Bibtex

Multi-channel Reverse Dictionary Model

Lei Zhang,Fanchao Qi,Zhiyuan Liu, Yasheng Wang,Qun Liu,Maosong Sun

national conference on artificial intelligence, (2020)

Cited by9Bibtex

TEXT-BASED EVENT DETECTION METHOD AND APPARATUS, COMPUTER DEVICE AND STORAGE MEDIUM

Wang Xiaozhi, Liu Zhiyuan, Han Xu,Sun Maosong, Li Peng, Zhou Jie

Cited by1Bibtex

Learning to Attack: Towards Textual Adversarial Attacking in Real-world Situations

Yuan Zang, Bairu Hou,Fanchao Qi,Zhiyuan Liu, Xiaojun Meng,Maosong Sun

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Patents

种词汇义原预测方法及装置

刘知远,金晖明,朱昊,谢若冰,孙茂松,林芬,林乐宇

Application Date: 20180803

神经网络机器翻译模型的训练方法及装置

孙茂松,米尔阿迪力江·麦麦提,刘洋,栾焕博

Application Date: 20180727

一种远程监督检索数据的降噪方法

刘知远,林衍凯,计昊哲,孙茂松

Application Date: 20180716

一种翻译处理方法及系统

刘洋,丁延卓,栾焕博,孙茂松,翟飞飞,许静芳

Application Date: 20180601

Method and device for generating quatrainswith style diversity

孙茂松,杨成,矣晓沅,李文浩

Application Date: 20180504

Vector correlation calculation method and system in neural network

LIU YANG,ZHANG JIACHENG,DING YANZHUO,LUAN HUANBO,SUN MAOSONG

Application Date: 20180503

Building method and system used for knowledge obtaining model in knowledge graph

刘知远,韩旭,孙茂松

Application Date: 20171221

Fine classification method for entity

刘知远,辛极,林衍凯,孙茂松

Application Date: 20171218

Method for expanding LIWC vocabulary

刘知远,杨成,曾祥楷,涂存超,孙茂松

Application Date: 20171218

Iterative entity alignment model

刘知远,朱昊,谢若冰,孙茂松

Application Date: 20170712

Social relationship extraction-oriented network representation method

孙茂松,涂存超,刘知远

Application Date: 20170621

Automatic vocabulary primitive prediction method and device

SUN MAOSONG,XIE RUOBING,YUAN XINGCHI,LIU ZHIYUAN

Application Date: 20170608

Knowledge representation learning method in combination with entity images and server

孙茂松,谢若冰,刘知远,栾焕博

Application Date: 20170608

Bilingual dictionary construction method and device

孙茂松,张檬,刘洋,栾焕博

Application Date: 20170524

Enhanced representation method and device for network nodes

杨成,孙茂松,刘知远,涂存超

Application Date: 20170518

Language text translation method and system

刘洋,张嘉成,孙茂松,栾焕博,许静芳

Application Date: 20170512

Word vector learning model training method and server

XIE RUOBING,NIU YILIN,LIU ZHIYUAN,SUN MAOSONG

Application Date: 20170509

Entity relationship extraction method based on multiple languages and server

孙茂松,林衍凯,刘知远

Application Date: 20170509

一种网络表示学习模型的训练方法及服务器

孙茂松,涂存超,刘知远

Application Date: 20170427

Adaptive neural network machine translation method based on unsupervised field

米尔阿迪力江·麦麦提,刘洋,栾焕博,孙茂松

Application Date: 20170309

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