宋巍

宋巍，博士，副教授

博士畢業于哈爾濱工業大學社會計算與信息檢索研究中心，在哈爾濱工業大學計算機科學與技術學院獲得本科與碩士學位。研究方向為自然語言處理，信息檢索和社會計算。

一．主持科研項目

1.基于多任務學習的自動修辭分析與作文評分關鍵技術研究. 國家自然科學基金面上項目。2019.1-2022.12。

2.基于知識表示與推理的中文隱喻計算。北京市自然科學基金面上項目。2019.1-2021.12。

3.查詢語義分析驅動的多層次交互式查詢意圖識別技術研究。國家自然科學基金青年項目。2015.1-2017.12。 (已結題)

4.微博用戶隱藏屬性與興趣偏好的聯合建模研究。北京市自然科學基金青年項目。2015.1-2016.12。(已結題)

5.面向實體查詢的用戶搜索意圖識別研究。北京市教育委員會科技發展計劃面上項目。2016.1-2018.12。(已結題)

二．教學課程

1.《智能信息獲取技術》，《自然語言處理》本科生課程

2.《計算機基礎》，本科生課程

3.《人工智能與模式識別》，研究生課程

三．部分發表論文

重要國際會議論文(中國計算機學會CCF-A類國際頂級會議：ACL，SIGIR，WWW，IJCAI，AAAI；CCF-B類國際頂級會議：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.

期刊論文

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二區)

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三區，中國科技期刊卓越行動計劃)

4.宋巍,劉麗珍,王函石. 基于興趣偏好的微博用戶性別推斷研究. 電子學報, 2016,44(10): 2522-2529.

5.宋巍、謝興波、劉麗珍、王函石. 用戶隱藏屬性推斷研究綜述. 小型微型計算機系統，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論文

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．曾獲獎勵

1. 2020年，首都師范大學優秀畢業論文(設計)指導教師，指導學生論文獲得2020年北京市普通高等學校優秀本科畢業設計(論文)

2. 2020年，首都師范大學青年教師教學基本功競賽優秀獎

3. 2019年，第九屆首都師范大學青年教師優秀教學獎

4. 2019年，首都師范大學優秀畢業論文(設計)指導教師

5. 2019年，信息工程學院教學基本功1等獎

6. 2018年，北京市高等教育教學成果獎二等獎

7. 2017年，首都師范大學青年標兵

8. 2017年，首都師范大學優秀畢業論文(設計)指導教師

9. 2016年，首都師范大學優秀教學成果獎

10. 2016年，信息工程學院教學基本功2等獎

11. 2014年，首都師范大學優秀教學成果獎

12. 2014年，全國高等學校計算機教學成果獎一等獎

13. 2013年，首都師范大學軍訓優秀帶隊教師

14. 2012年，黑龍江省科技發明二等獎

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