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Dr. Jing Li

Research Scientist, Inception Institute of Artificial Intelligence, Abu Dhabi, United Arab Emirates.

Email: jli030 [AT] e [DOT] ntu [DOT] edu [DOT] sg or jing [DOT] li [AT] inceptioniai [DOT] org


Full List [Google Scholar]

Submitted

  • Named Entity Boundary Detection via Meta-Learning
    Jing Li
    Under review
  • Few-Shot Named Entity Recognition
    Jing Li
    Under review
  • 2020

    HME: A Hyperbolic Metric Embedding Approach for Next-POI Recommendation
    Shanshan Feng, Lucas Vinh Tran, Gao Cong, Lisi Chen, Jing Li and Fan Li
    SIGIR-20- The 43rd International ACM SIGIR Conference on Research and Development in Information Retrieval, 2020. Acceptance rate: 147/555 (26%).
    Contextualized Point-of-Interest Recommendation
    Peng Han, Zhongxiao Li, Yong Liu, Peilin Zhao, Jing Li, Hao Wang and Shuo Shang
    IJCAI-PRICAI-20- The 29th International Joint Conference on Artificial Intelligence and the 17th Pacific Rim International Conference on Artificial Intelligence, 2020. Acceptance rate: 592/4717 (12.6%).
  • A Survey on Deep Learning for Named Entity Recognition
    Jing Li, Aixin Sun, Jianglei Han and Chenliang Li
    IEEE TKDE-20- IEEE Transactions on Knowledge and Data Engineering, 2020. (IF: 3.857) arXiv   BibTex
  • Neural Named Entity Boundary Detection
    Jing Li, Aixin Sun and Yukun Ma
    IEEE TKDE-20- IEEE Transactions on Knowledge and Data Engineering, 2020. (IF: 3.857) BdryBot
  • Neural Text Segmentation and Its Application to Sentiment Analysis
    Jing Li, Billy Chiu, Shuo Shang and Ling Shao
    IEEE TKDE-20- IEEE Transactions on Knowledge and Data Engineering, 2020. (IF: 3.857) SegBot
  • MetaNER: Named Entity Recognition with Meta-Learning
    Jing Li, Shuo Shang and Ling Shao
    WWW-20- The Web Conference, 2020. Acceptance rate: 217/1129 (19.2%).
    Pay Your Trip for Traffic Congestion: Dynamic Pricing in Traffic-Aware Road Networks
    Lisi Chen, Shuo Shang, Bin Yao and Jing Li
    AAAI-20- The Thirty-Fourth AAAI Conference on Artificial Intelligence. Acceptance rate: 1591/7737 (20.6%).

    2019

    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
  • LinkLive: Discovering web learning resources for developers from Q&A discussions
    Jing Li, Zhenchang Xing and Aixin Sun
    WWWJ-19- World Wide Web. 22(4), Pages 1699-1725, Springer, 2019. (IF: 1.770) 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
  • Spatial Keyword Search: A Survey
    Lisi Chen, Shuo Shang, Chengcheng Yang and Jing Li
    GeoInformatica-19- GeoInformatica. Springer, July 2019. (IF: 1.317) PDF
  • 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, Pages 3144-3153, 2019. Acceptance rate: 684/2877 (23.8%).

    2018

  • To Do or Not To Do: Distill Crowdsourced Negative Caveats to Augment API Documentation
    Jing Li, Aixin Sun and Zhenchang Xing
    JASIST-18- Journal of the Association for Information Science and Technology. Volume 69, Issue 12, Pages 1460-1475, Wiley, 2018. (IF: 2.738) 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, Pages 1293-1296. ACM, 2018. (Demo)   Website PDF
  • Learning to Answer Programming Questions with Software Documentation through Social Context Embedding
    Jing Li, Aixin Sun and Zhenchang Xing
    INS-18- Information Sciences. Volumes 448–449, Pages 36-52, June 2018, Elsevier. (IF: 5.524) PDF
  • Leveraging Official Content and Social Context to Recommend Software Documentation
    Jing Li, Zhenchang Xing and Ashad Kabir
    IEEE TSC-18- IEEE Transactions on Services Computing. IEEE, 2018. (IF: 5.707) 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

    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
  • 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- Empirical Software Engineering, Springer, Pages 1-41, 2016. (IF: 4.457) 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

    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 2015


  • Applications of Compressed Sensing for Multiple Transmitters Multiple Azimuth Beams SAR Imaging
    Jing Li, Shunsheng Zhang,Junfei Chang
    PIER-12- Progress In Electromagnetics Research, Vol. 127, Pages 259–275, 2012. (IF: 2.322) PDF
  • Forward-Looking Bistatic SAR Imaging Based On High Order Range Equation And High Order Phase Compensation
    Shunsheng Zhang and Jing Li*
    JEWA-12- Journal of Electromagnetic Waves and Applications, vol.26, nos.17-18, pages 2304-2314, 2012. (IF: 1.351) PDF *Corresponding author