Dr. Jing Li
Research Scientist, Inception Institute of Artificial Intelligence, Abu Dhabi, United Arab Emirates.
Email: jli030@e.ntu.edu.sg or jing.li@inceptioniai.org
About Me
Dr. Jing Li is currently a Research Scientist at the Inception Institute of Artificial Intelligence (IIAI), Abu Dhabi, United Arab Emirates. Prior to that, he was a Research Fellow in the School of Computer Science and Engineering, Nanyang Technological University (NTU), Singapore.
He obtained his PhD degree in Computer Science, at NTU, Singapore, under the supervision of Prof. Aixin Sun and Prof. Zhenchang Xing in 2018. He received his B.E. and M.E. in Electrical Engineering from University of Electronic Science and Technology of China (UESTC), China, in 2010 and 2013, respectively.
His research aims to build up semantic Web systems to support information needs of web users via deep text understanding, information extraction, machine intelligent question answering, knowledge representation, as well as social media analysis.
Research Interests
- Information Retrieval / Natural Language Processing
- Question answering based on Deep Learning
- Semantic search
- Named entity recognition
- Knowledge graph
- Software API Documentation mining
- Compressed Sensing
- Signal sparse reconstruction
- MIMO signal processing
What's New 
Aug, 2019
One paper in EMNLP 2019.
May, 2019
One paper in IJCAI 2019.
Dec, 2018
I will join
IIAI, as a Research Scientist.
Jun, 2018
One paper is accepted by WWWJ.
May, 2018
One paper is accepted by JASIST.
Apr, 2018
One paper is accepted by IJCAI 2018.
Submitted
- A Survey on Deep Learning for Named Entity Recognition
Jing Li, Aixin Sun, Jianglei Han and Chenliang Li
Journal Under review   arXiv
  BibTex
- Neural Text Segmentation and Its Application to Sentiment Analysis
Jing Li, Billy Chiu and Ling Shao
Journal Under review
  SegBot
- Neural Named Entity Boundary Detection
Jing Li, Aixin Sun and Yukun Ma
Journal Under review   BdryBot
2019
- Subtopic-Driven Multi-Document Summarization
Xin Zheng, Aixin Sun, Jing Li and Karthik Muthuswamy
EMNLP-IJCNLP-19- 2019 Conference on Empirical Methods in Natural Language Processing and 9th International Joint Conference on Natural Language Processing. Acceptance rate: 684/2877 (23.8%).
- Adversarial Transfer for Named Entity Boundary Detection with Pointer Networks
Jing Li, Deheng Ye and Shuo Shang
IJCAI-19- The 28th International Joint Conference on Artificial Intelligence, Pages 5053-5069, 2019. Acceptance rate: 850/4752 (17.9%).
PDF
- Neural Discourse Segmentation
Jing Li
IJCAI-19- The 28th International Joint Conference on Artificial Intelligence, Pages 6539-6541, 2019. (Demo)
PDF
- Spatial Keyword Search: A Survey
Lisi Chen, Shuo Shang, Chengcheng Yang and Jing Li
Journal GeoInformatica-19- GeoInformatica. Springer, July 2019. (2019 IF: 1.317)
PDF
- DLocRL: A Deep Learning Pipeline for Fine-Grained Location Recognition and Linking in Tweets
Canwen Xu, Jing Li, Xiangyang Luo, Jiaxin Pei, Chenliang Li, Donghong Ji
WWW-19- The Web Conference, Pages 3391-3397, ACM, 2019. (Short)
PDF
- LinkLive: Discovering web learning resources for developers from Q&A discussions
Jing Li, Zhenchang Xing and Aixin Sun
Journal WWWJ-19- World Wide Web. 22(4), Pages 1699-1725, Springer, 2019. (2017 IF: 1.150)
PDF
2018
- To Do or Not To Do: Distill Crowdsourced Negative Caveats to Augment API Documentation
Jing Li, Aixin Sun and Zhenchang Xing
Journal JASIST-18- Journal of the Association for Information Science and Technology.
Volume 69, Issue 12, Pages 1460-1475, Wiley, 2018. (2017 IF: 2.835)
PDF
- SegBot: A Generic Neural Text Segmentation Model with Pointer Network
Jing Li, Aixin Sun and Shafiq Joty
IJCAI-18-The 27th International Joint Conference on Artificial Intelligence and the 23rd European Conference on Artificial Intelligence. Pages 4166-4172, 2018. Acceptance rate: 710/3470 (20.5%).
PDF   Website
- API Caveat Explorer: Surfacing Nagative Usages from Practice
Jing Li, Aixin Sun, Zhenchang Xing and Lei Han
SIGIR-18-The 41st International ACM SIGIR Conference on Research and Development in Information Retrieval (Demo). Pages 1293-1296. ACM, 2018.   Website
PDF
- Learning to Answer Programming Questions with Software Documentation through Social Context Embedding
Jing Li, Aixin Sun and Zhenchang Xing
Journal INS-18- Information Sciences. Volumes 448–449, Pages 36-52, June 2018, Elsevier. (2017 IF: 4.305)
PDF
- Leveraging Official Content and Social Context to Recommend Software Documentation
Jing Li, Zhenchang Xing and Ashad Kabir
Journal IEEE TSC-18- IEEE Transactions on Services Computing. IEEE, 2018. (2017 IF: 4.418)
PDF
2017
- HDSKG: Harvesting Domain Specific Knowledge Graph from Content of Webpages
Xuejiao Zhao, Zhenchang Xing, Muhammad Ashad Kabir, Naoya Sawada, Jing Li and Shangwei Lin
SANER-17-The 24th IEEE International Conference on Software Analysis, Evolution, and Reengineering. Acceptance rate: 34/140 (24.3%).
PDF
2016
- Learning to Extract API Mentions from Informal Natural Language Discussions
Deheng Ye, Zhenchang Xing, Chee Yong Foo, Jing Li, and Nachiket Kapre
ICSME-16-The 32nd International Conference on Software Maintenance and Evolution. Acceptance rate: 37/125 (29%).
PDF
- Software-specific Named Entity Recognition in Software Engineering Social Content
Deheng Ye, Zhenchang Xing, Chee Yong Foo, Zi Qun Ang, Jing Li and Nachiket Kapre
SANER-16-The 23rd IEEE International Conference on Software Analysis, Evolution, and Reengineering. Acceptance rate: 52/140 (37%).
PDF
- Extracting and Analyzing Time-Series HCI Data from Screen-Captured Task Videos
Lingfeng Bao, Jing Li, Zhenchang Xing, Xinyu Wang, Xin xia and Bo Zhou
Journal EMSE-16- Empirical Software Engineering, Springer, Pages 1-41, 2016. (2016 IF: 3.275)
PDF
- From Discussion to Wisdom: Web Resource Recommendation for Hyperlinks in Stack Overflow
Jing Li, Zhenchang Xing, Deheng Ye and Xuejiao Zhao
SAC-16-The 31st ACM Symposium on Applied Computing,2016. Acceptance rate: 252/1047 (24.07%).
PDF
- BPMiner: Mining Developers' Behavior Patterns from
Screen-Captured Task Videos
Jing Li, Lingfeng Bao, Zhenchang Xing, Xinyu Wang and Bo Zhou
SAC-16-The 31st ACM Symposium on Applied Computing,2016. Acceptance rate: 252/1047 (24.07%).
PDF
- Software-specific Part-of-speech Tagging: An Experimental Study on Stack Overflow
Deheng Ye, Zhenchang Xing, Jing Li and Nachiket Kapre
SAC-16-The 31st ACM Symposium on Applied Computing, 2016. Acceptance rate: 252/1047 (24.07%).
PDF
2015
- scvRipper: Video Scraping Tool for Modeling Developers' Behavior Using Interaction Data
Lingfeng Bao, Jing Li, Zhenchang Xing, Xinyu Wang and Bo Zhou
ICSE-15-The 37th International Conference on Software Engineering Tool Demonstrations, Vol.2, Pages 673-676, 2015.
PDF
Video
- Reverse Engineering Time-Series Interaction Data from Screen-Captured Videos
Lingfeng Bao, Jing Li, Zhenchang Xing, Xinyu Wang and Bo Zhou
SANER-15-The 22nd IEEE International Conference on Software Analysis, Evolution, and Reengineering, Pages 399-408, 2015. Acceptance rate: 46/144 (32%).
PDF
Slides
GitHub
Before Ph.D.
- Applications of Compressed Sensing for Multiple Transmitters Multiple Azimuth Beams SAR Imaging
Jing Li, Shunsheng Zhang,Junfei Chang
Journal PIER-12- Progress In Electromagnetics Research, Vol. 127, Pages 259–275, 2012. (2011 IF: 5.298)
PDF
- Forward-Looking Bistatic SAR Imaging Based On High Order Range Equation And High Order Phase Compensation
Shunsheng Zhang and Jing Li*
Journal JEWA-12- Journal of Electromagnetic Waves and Applications, vol.26, nos.17-18, pages 2304-2314, 2012. (2011 IF: 2.965)
PDF *Corresponding author
- Two-Dimensional High Resolution Bistatic SAR Imaging Algorithm Based on Compressed Sensing
Jing Li, Shunsheng Zhang and Junfei Chang
Journal CSP-12- Chinese Signal Processing, vol.28, no.5, pages 737-743, 2012.
- Compressed Sensing for Multiple Azimuth Beams SAR Imaging
Shunsheng Zhang, Junfei Chang and Jing Li
Journal CJRS-12- Chinese Journal of Radio Science, vol.27, no.5, pages 979-984, 2012.
- Two-Dimensional Random Sparse Sampling for High resolution SAR Imaging based on Compressed Sensing
Jing Li, Shunsheng Zhang and Junfei Chang
RadarCon-12-IEEE Radar Conference, Pages 01-05, 2012.
PDF
- A Novel Two Dimensional Imaging Algorithm Based on Compressed Sensing for Multi-Channel SAR
Jing Li, Shunsheng Zhang and Junfei Chang
EUSAR-12-The 9th European Conference on Synthetic Aperture Radar, Pages 619-622, 2012.
PDF
- Bistatic Forward-Looking SAR Imaging Based on Two-Dimensional Principle of Stationary Phase
Jing Li and Shunsheng Zhang
MMWCST-12-2012 International Workshop on Microwave and Millimeter Wave Circuits and System Technology, Pages 107-110, 2012.
PDF
- Geosynchronous SAR image formation based on advanced hyperbolic range equation
Xiu Wu, Shunsheng Zhang, Jing Li, Wenchen Cao
IGARSS-12-2012 IEEE International Geoscience and Remote Sensing Symposium, Pages 4042-4045, 2012.
PDF
- Empirical Study on the Distribution and Growth Trend of Biotechnology Patents in China
Zhongguo Shi and Jing Li
iBusiness-12-iBusiness, vol. 4 no. 2, pages 93-97, 2012.
PDF
- A Novel SAR Imaging Algorithm Based on Compressed Sensing
Junfei Chang, Wei Zhang, Shunsheng Zhang and Jing Li
Radar-11-2011 IEEE CIE International Conference on Radar, Pages 1467-1470, 2011.
PDF
Professional Services
- Conference PC Members
- The ACM International Conference on Information and Knowledge Management (CIKM 2019)
- The Asia Information Retrieval Societies Conference (AIRS 2019)
- Journal Reviewers
- IEEE Journal on Selected Areas in Communications (JSAC)
- IEEE Transactions on Knowledge and Data Engineering (TKDE)
- Elsevier, Neurocomputing
- Wiley, Journal of the Association for Information Science and Technology (JASIST)
- Springer, Knowledge and Information Systems (KAIS)
- IEEE Access