suqi

北京大学外国语学院外国语言学及应用语言学研究所、北京大学信息科学技术学院计算语言学研究所双聘副教授,博士生导师。主要研究领域为自然语言处理、计算语言学、语料库语言学。曾获得北京大学黄廷方/信和青年杰出学者奖、王选青年学者奖,电子学会科技进步一等奖等奖项。主持国家自然科学基金、北京市社会科学基金等科研项目。


研究项目:

项目负责人:

中国博士后科学基金面上项目:当代外国文学纪事数据库:构建与检索平台研究,已结项;

国家自然科学基金青年项目:基于多维度文本特征的社区问答答案质量评估研究,已结项;

北京高等学校青年英才计划项目:言据性语料库的研制与言据表达研究,已结项;

北京市社会科学基金项目:语料库语言学视野下的网络文学研究,已结项

子课题负责人:

国家高技术研究发展计划(863计划):基于大数据的类人智能关键技术与系统 子课题,已结项;

国家重点研发计划:基于知识图谱的文物知识组织和服务关键技术研发与示范 子课题,在研;

国家社会科学基金重点项目:当代中国“死亡话语”及发展考察,在研

项目骨干成员: 国家社会科学基金重点项目:当代外国文学纪事数据库(在线版/光盘版),已结项;

国家社会科学基金重大项目:新中国外国文学研究60年,已结项


获奖情况:

北京大学黄廷方/信和青年杰出学者奖(2012)

北京大学第12届青年教师教学基本功比赛二等奖(2012)

北京大学外国语学院教学优秀奖(2012-2013)

北京大学王选青年学者奖(2018)

中国电子学会科学技术奖科技进步一等奖(2018)

北京大学外国语学院教学优秀奖(2018-2019)

北京大学优秀班主任(2018-2019)


教学:

文科计算机基础,本科生必修课

文科计算机专题,本科生必修课/选修课

计算概论C,本科生必修课

计算语言学,研究生选修课

语料库语言学,研究生选修课

主要学术成果:

英文论文: Qi Su, Mingyu Wan, Xiaoqian Liu, Chu-Ren Huang, Motivations, Methods and Metrics of Misinformation Detection: An NLP Perspective, Natural Language Processing Research, Volume 1, Issue 1-2, July 2020

Zhiyuan Zhang, Xiaoqian Liu, Yi Zhang, Qi Su, Xu Sun and Bin He, Pretrain-KGE: Learning Knowledge Representation from Pretrained Language Models. Findings of EMNLP 2020.

Zhiyuan Zhang, Pengcheng Yang, Xuancheng Ren, Qi Su*, Xu Sun*, Memorized Sparse Backpropagation, Neurocomputing, 415(20), 2020

Chengxi Yan, Qi Su*, Jun Wang, MoGCN: Mixture of Gated Convolutional Neural Network for Name Entity Recognition of Chinese Historical Texts, IEEE Access 8, 2020

Pengcheng Yang, Junyang Lin, Jingjing Xu, Jun Xie, Xu Sun, and Qi Su. Specificity-Driven Cascading Approach for Unsupervised Sentiment Modification. EMNLP-IJCNLP 2019

Bingzhen Wei, Xuancheng Ren, Yi Zhang, Xiaoyan Cai, Qi Su*, Xu Sun*. Regularizing Output Distribution of Abstractive Chinese Social Media Text Summarization for Improved Semantic Consistency. ACM Transactions on Asian and Low-Resource Language Information Processing (TALLIP), 18(3), 2019

Junyang Lin, Xu Sun, Xuancheng Ren, Muyu Li, Qi Su*. Learning When to Concentrate or Divert Attention: Automatic Control of Attention Temperature for Neural Machine Translation, EMNLP 2018

Junyang Lin, Qi Su, Pengcheng Yang, Shuming Ma, Xu Sun. Semantic-Unit-Based Dilated Convolution for Multi-Label Text Classification, EMNLP 2018

Junyang Lin, Xu Sun, Shuming Ma and Qi Su. Global Encoding for Abstractive Summarization. ACL2018

Junyang Lin, Xu Sun, Xuancheng Ren, Shuming Ma, Jinsong Su, Qi Su. Deconvolution-Based Global Decoding for Neural Machine Translation, COLING 2018

Ji Wen, Xu Sun, Xuancheng Ren, and Qi Su, Structure Regularized Neural Network for Entity Relation Classification for Chinese Literature Text, NAACL HLT 2018

Shuming Ma, Xu Sun, Jingjing Xu, Houfeng Wang, Wenjie Li, Qi Su, Improving Semantic Relevance for Sequence-to-Sequence Learning of Chinese Social Media Text Summarization, ACL 2017

Zhuang Qiu, Qi Su, Capturing Poe in the Gothic Tales —— Exploring Allan Poe’s Stylistic Distinctiveness from a Computational Stylistic Approach, Corpus Linguistics 2017 Conference, University of Birmingham, 25-28 July 2017.

Qi Su and Pengyuan Liu, A Psycho-lexical Approach to the Assessment of Information Quality on Wikipedia, WI 2015

Qi Su, Helen Kai-yun Chen and Chu-Ren Huang. A Research on the Text Reliability Based on Evidentiality. International Journal of Computer Processing of Languages (IJCPOL), 23(2), 2011

Qi Su, Chu-Ren Huang and Helen Kai-yun Chen. An Ensemble Framework for the Prediction of Best Community Answers, Proceedings of the SIGIR 2011 Workshop on Crowdsourcing for Information Retrieval, 2011

Qi Su, Chu-Ren Huang and Helen Kai-yun Chen. Evidentiality for Text Trustworthiness Detection. In Proceedings of the 2010 Workshop on NLP and Linguistics: Finding the Common Ground, ACL 2010.

Qi Su, Xinying Xu, Honglei Guo, Zhili Guo, Xian Wu, Xiaoxun Zhang, Bin Swen, Zhong Su: Hidden sentiment association in Chinese web opinion mining. WWW 2008

Qi Su, Ya Zhu, Bin Swen, Shiwen Yu: Mining Feature-Based Opinion Expressions by Mutual Information Approach. International Journal of Computer Processing of Oriental Languages (IJCPOL). 20(2/3), 2007

Qi Su, Kun Xiang, Houfeng Wang, Bin Sun, Shiwen Yu: Using Pointwise Mutual Information to Identify Implicit Features in Customer Reviews. Proceedings of 21st International Conference on the Computer Processing of Oriental Language (ICCPOL 2006), Springer, 22-30, 2006

中文论文: 朱述承, 刘鹏远, 苏祺*,基于语料库的我国职业性别无意识偏见共时历时研究,第18届中国计算语言学大会 CCL2019

苏祺,计算机语言处理中的言据性及相关语言学线索,《当代语言学》第15卷第3期,2013

苏祺、项锟、孙斌,基于链接聚类的Shark-Search算法,《山东大学学报(理学版)》,2006

苏祺、李芸、王洪俊,用于产品信息评价的术语库构建及应用,《术语标准化与信息技术》,2006年01期

苏祺、昝红英、胡景贺、项锟,词性标注对信息检索系统性能的影响,《中文信息学报》,2005年第二期,58-65页

吕学强、苏祺、孙斌、俞士汶,搜索引擎用短语词典建设,《清华大学学报》,2004, 45(S1)

编著/章节: Qi Su, Weidong Zhan (Eds.): From Minimal Contrast to Meaning Construct: Corpus-based, Near Synonym Driven Approaches to Chinese Lexical Semantics. (Part of the Frontiers in Chinese Linguistics book serie /FiCL, volume 9). Springer/北京大学出版社, 2020

Jia-Fei Hong, Qi Su, Jiun-Shiung Wu (Eds.), Chinese Lexical Semantics. Lecture Notes in Artificial Intelligence (LNAI) 11173, Springer, 2018

Yunfang Wu, Jia-Fei Hong, Qi Su (Eds.), Chinese Lexical Semantics. Lecture Notes in Artificial Intelligence (LNAI) 10709, Springer, 2017.10 (the 18th Chinese Lexical Semantic Workshop CLSW2017) ISBN 978-3-319-73572-6

Pengyuan Liu, Qi Su (Eds.), Chinese Lexical Semantics. Lecture Notes in Artificial Intelligence (LNAI) 8229, Springer, 2013

Huang, Chu-Ren, and Qi Su. Chinese Computational Linguistics. In: Rint Sybesma (Ed.), Encyclopedia of Chinese Language and Linguistics. Brill, December 12, 2016

Qi Su, Information quality: Linguistic cues and automatic judgements, In: Chu-Ren Huang, Zhuo Jing-Schmidt, Barbara Meisterernst (Eds.), The Routledge Handbook of Chinese Applied Linguistics, London: Routledge, March 2019

Yao Yao and Qi Su, Chinese, food and menus, In: Chu-Ren Huang, Zhuo Jing-Schmidt, Barbara Meisterernst (Eds.), The Routledge Handbook of Chinese Applied Linguistics, London: Routledge, March 2019