宋巍

宋巍，博士，副教授

博士毕业于哈尔滨工业大学社会计算与信息检索研究中心，在哈尔滨工业大学计算机科学与技术学院获得本科与硕士学位。研究方向为自然语言处理，信息检索和社会计算。

一．主持科研项目

1.基于多任务学习的自动修辞分析与作文评分关键技术研究. 国家自然科学基金面上项目。2019.1-2022.12。

2.基于知识表示与推理的中文隐喻计算。北京市自然科学基金面上项目。2019.1-2021.12。

3.查询语义分析驱动的多层次交互式查询意图识别技术研究。国家自然科学基金青年项目。2015.1-2017.12。 (已结题)

4.微博用户隐藏属性与兴趣偏好的联合建模研究。北京市自然科学基金青年项目。2015.1-2016.12。(已结题)

5.面向实体查询的用户搜索意图识别研究。北京市教育委员会科技发展计划面上项目。2016.1-2018.12。(已结题)

二．教学课程

1.《智能信息获取技术》，《自然语言处理》本科生课程

2.《计算机基础》，本科生课程

3.《人工智能与模式识别》，研究生课程

三．部分发表论文

重要国际会议论文(中国计算机学会CCF-A类国际顶级会议：ACL，SIGIR，WWW，IJCAI，AAAI；CCF-B类国际顶级会议：EMNLP，COLING)

1.Wei Song, Ziyao Song, Lizhen Liu, Ruiji Fu. Hierarchical Multi-task Learning for Organization Evaluation of Argumentative Student Essays, IJCAI 2020, 3875--3881.

2.Wei Song, Ziyao Song, Ruiji Fu, Lizhen Liu, Miaomiao Cheng, Ting Liu. Discourse Self-Attention for Discourse Element Identification in Argumentative Student Essays, EMNLP 2020, 2820-2830.

3.Wei Song, Kai Zhang, Ruiji Fu, Lizhen Liu, Ting Liu, Miaomiao Cheng. Multi-Stage Pre-training for Automated Chinese Essay Scoring, EMNLP 2020, 6723-6733.

4.Jiali Zeng, Linfeng Song, Jinsong Su, Jun Xie, Wei Song, Jiebo Luo. Neural Simile Recognition with Cyclic Multitask Learning and Local Attention, AAAI 2020, 9515-9522.

5.Lizhen Liu, Xiao Hu, Wei Song*, Ruiji Fu, Ting Liu, Guoping Hu. Neural Multitask Learning for Simile Recognition. EMNLP 2018, 1543-1553.

6.Lizhen Liu, Donghai Zhang, Wei Song*. Exploiting Syntactic Structures for Humor Recognition. COLING 2018, 1875-1883.

7.Lizhen Liu, Donghai Zhang, Wei Song*. Modeling Sentiment Association in Discourse for Humor Recognition. ACL 2018, 586-591.

8.Wei Song, Dong Wang, Ruiji Fu, Lizhen Liu, Ting Liu, Guoping Hu. Discourse Mode Identification in Essays. ACL 2017, 112-122.

9.Wei Song, Ruiji Fu, Lizhen Liu, Hanshi Wang, Ting Liu. Anecdote Recognition and Recommendation. COLING 2016, 2592–2602.

10.Wei Song, Shiqi Zhao, Chao Zhang, Hua Wu, Haifeng Wang, Lizhen Liu, Hanshi Wang. Exploiting Collective Hidden Structures in Webpage Titles for Open Domain Entity Extraction. WWW 2015, 1014-1024.

11.Wei Song, Tong Liu, Ruiji Fu, Lizhen Liu, Hanshi Wang, Ting Liu. Learning to Identify Sentence Parallelism in Student Essays. COLING 2016, 794-803.

12.Wei Song, Ruiji Fu, Lizhen Liu, Ting Liu. Discourse Element Identification in Student Essays based on Global and Local Cohesion. EMNLP 2015, 2255-2261.

13.Wei Song, Qing Yu, Zhiheng Xu, Ting Liu, Sheng Li, Ji-Rong Wen.   Multi-Aspect Query Summarization by Composite Query. SIGIR 2012, 325-334.

14.Wei Song, Yu Zhang, Yubin Xie, Ting Liu, Sheng Li.   Query Term Ranking based on Search Results Overlap.  SIGIR 2011, poster.

15.Wei Song, Yu Zhang, Ting Liu, Sheng Li.   Bridging Topic Modeling and Personalized Search. COLING 2010, 1167-1175.

期刊论文

1.Wei Song, Jingjin Guo, Ruiji Fu, Ting Liu, Lizhen Liu. A Knowledge Graph Embedding Approach for Metaphor Processing,IEEE/ACM Transactions on Audio, Speech and Language Processing, Vol 29: 406 - 420, 2020. (CCF-B)

2.Wei Song, Lizhen Liu. Representation Learning in Discourse Parsing: A Survey. SCIENCE CHINA Technological Sciences, Vol. 63, No. 10: 1921–1946, 2020. (SCI二区)

3.Wei Song, Ying Liu , Lizhen Liu. Semantic Composition of Distributed Representations for Query Subtopic Mining. Frontiers of Information Technology & Electronic Engineering, 2018, Vol(19), No.11, 1409-1419. (SCI三区，中国科技期刊卓越行动计划)

4.宋巍,刘丽珍,王函石. 基于兴趣偏好的微博用户性别推断研究. 电子学报, 2016,44(10): 2522-2529.

5.宋巍、谢兴波、刘丽珍、王函石. 用户隐藏属性推断研究综述. 小型微型计算机系统，2017， 38(2): 217-226.

6.Wei Song, Ying Liu, Lizhen Liu, Hanshi Wang. Examining Personalization Heuristics by Topical Analysis of Query log. International Journal of Innovative Computing, Information and Control, Volume 12, Number 6, 2016,12. (EI)

7.Lizhen Liu, Xiaowu Sun, Wei Song* et al. A Method for Predicting Protein Complexes from Dynamic Weighted Protein–Protein Interaction Networks[J]. Journal of Computational Biology, 2018, 25(6): 586-605.(SCI)

8.Lizhen Liu，Junjun Cui，Wei Song*，Hanshi Wang. Multi-domain Collaborative Recommendation with Feature Selection, China Communications, 2017, Vol.14, No.8:137-148. (SCI)

9.Lizhen Liu, Wenbin Xu, Wei Song*, Hanshi Wang, Chao Du. Query Subtopic Mining by Combining Multiple Semantics. International Journal of Multimedia and Ubiquitous Engineering, 2015, Vol.10, No.12 , 341-354. (EI)

10.Lizhen Liu, Wei Song, Hanshi Wang, Chuchu Li, Jingli Lu. Feature-based Methods for Sentiment Analysis of Chinese Product Reviews. China Communications, 2014, 11(3): 154-164. (SCI)

Workshop论文

1.Ruiji Fu, Zhengqi Pei, Jiefu Gong, Wei Song, Dechuan Teng, Wanxiang Che, Shijin Wang, Guoping Hu,Ting Liu. Chinese grammatical error diagnosis using statistical and prior knowledge driven features with probabilistic ensemble enhancement, the 5th Workshop on Natural Language Processing Techniques for Educational Applications, 2018.

2.Zhiming Chen, Wei Song, Lizhen Liu. TRANSRW at SemEval-2018 Task 12: Transforming Semantic Representations for Argument Reasoning Comprehension, the 12th International Workshop on Semantic Evaluation, 1142-1145, 2018.

3.Wei Song, Wenbin Xu, Lizhen Liu, Hanshi Wang. Global Semantic Expansion for Hierarchical Query Intent Identification, NTCIR-11 Workshop 2014.

4.Wei Song, Yu Zhang, Handong Gao, Ting Liu, Sheng Li. HITSCIR System in NTCIR-9 Subtopic Mining Task, NTCIR-9 Workshop, 2011.

四．曾获奖励

1. 2020年，首都师范大学优秀毕业论文(设计)指导教师，指导学生论文获得2020年北京市普通高等学校优秀本科毕业设计(论文)

2. 2020年，首都师范大学青年教师教学基本功竞赛优秀奖

3. 2019年，第九届首都师范大学青年教师优秀教学奖

4. 2019年，首都师范大学优秀毕业论文(设计)指导教师

5. 2019年，信息工程学院教学基本功1等奖

6. 2018年，北京市高等教育教学成果奖二等奖

7. 2017年，首都师范大学青年标兵

8. 2017年，首都师范大学优秀毕业论文(设计)指导教师

9. 2016年，首都师范大学优秀教学成果奖

10. 2016年，信息工程学院教学基本功2等奖

11. 2014年，首都师范大学优秀教学成果奖

12. 2014年，全国高等学校计算机教学成果奖一等奖

13. 2013年，首都师范大学军训优秀带队教师

14. 2012年，黑龙江省科技发明二等奖