Dr. Jing Li
Research Scientist, Inception Institute of Artificial Intelligence, 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), 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 
Dec, 2018
Write up a draft: Deep Learning for NER
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.
Apr, 2018
One Demo is accepted by ACM SIGIR 2018.
Publications [Google Citations]
- A Survey on Deep Learning for Named Entity Recognition
Jing Li, Aixin Sun, Jianglei Han and Chenliang Li
Journal Under review arXiv - Neural Named Entity Boundary Detection
Jing Li, Aixin Sun and Yukun Ma
Journal Under review Website - 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, 2019. (Short) PDF - LinkLive: Discovering web learning resources for developers from Q&A discussions
Jing Li, Zhenchang Xing and Aixin Sun
WWWJ-18- Journal World Wide Web Journal. Springer, 2018. (2017 IF: 1.150) PDF - To Do or Not To Do: Distill Crowdsourced Negative Caveats to Augment API Documentation
Jing Li, Aixin Sun and Zhenchang Xing
JASIST-18- Journal 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. 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). Website PDF - Learning to Answer Programming Questions with Software Documentation through Social Context Embedding
Jing Li, Aixin Sun and Zhenchang Xing
INS-18- Journal Information Sciences (INS). 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
IEEE TSC-18- Journal IEEE Transactions on Services Computing. IEEE, 2018. (2017 IF: 4.418) PDF - 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 - 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
EMSE-16- Journal Empirical Software Engineering, Springer, pp.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 - 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, pp.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, pp.399-408, 2015. Acceptance rate: 46/144 (32%). PDF Slides GitHub
Before PhD
- Applications of Compressed Sensing for Multiple Transmitters Multiple Azimuth Beams SAR Imaging
Jing Li, Shunsheng Zhang,Junfei Chang
PIER-12- Journal Progress In Electromagnetics Research, Vol. 127,pp. 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*
JEWA-12- JournalJournal of Electromagnetic Waves and Applications, vol.26,nos.17-18,pp.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
CSP-12- JournalChinese Signal Processing, vol.28, no.5,pp. 737-743,2012. - Compressed Sensing for Multiple Azimuth Beams SAR Imaging
Shunsheng Zhang, Junfei Chang and Jing Li
CJRS-12- Journal Chinese Journal of Radio Science, vol.27, no.5,pp. 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, pp.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, pp.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, pp. 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, pp. 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,pp. 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, pp. 1467-1470,2011. PDF
Submitted
Published