Publications

Papers

  1. GAIA at SM-KBP 2019 - A Multi-media Multi-lingual KnowledgeExtraction and Hypothesis Generation System [PDF]
    Manling Li, Ying Lin1, Ananya Subburathinam, Spencer Whitehead, Xiaoman Pan, Di Lu, Qingyun Wang, Tongtao Zhang, Lifu Huang, Heng Ji. etc
    Text Analysis Conference Knowledge Base Population (TAC-KBP) Workshop 2019

  2. A Baseline Fine-Grained Entity Extraction System for TAC-KBP2019 [PDF]
    Ying Lin, Xiaoman Pan, Manling Li, Heng Ji
    Text Analysis Conference Knowledge Base Population (TAC-KBP) Workshop 2019

  3. Keep Meeting Summaries on Topic: Abstractive Multi-Modal Meeting Summarization
    [PDF]
    Manling Li, Lingyu Zhang, Heng Ji, Rich Radke
    The 57th Annual Meeting of the Association for Computational Linguistics (ACL’19), pp.2190–2196

  4. Multilingual Entity, Relation, Event and Human Value Extraction [PDF]
    Manling Li, Ying Lin, Joe Hoover, Spencer Whitehead, Clare Voss, Morteza Dehghani, Heng Ji
    The 2019 Annual Conference of the North American Chapter of the Association for Computational Linguistics (NAACL’19) (demo track), pp.110–115

  5. GAIA - A Multi-media Multi-lingual Knowledge Extraction and Hypothesis Generation System [PDF]
    Tongtao Zhang, Ananya Subburathinam, Ge Shi, Lifu Huang, Di Lu, Xiaoman Pan, Manling Li, Boliang Zhang, Qingyun Wang, Spencer Whitehead, Heng Ji, etc.
    Text Analysis Conference Knowledge Base Population (TAC-KBP) Workshop 2018

  6. The Unobtrusive Group Interaction (UGI) Corpus [PDF]
    Indrani Bhattacharya, Michael Foley, Ni Zhang, Tongtao Zhang, Christine Ku, Cameron Mine, Manling Li, Heng Ji, etc.
    ACM Multimedia Systems Conference 2019 (ACM MMSys’19) (dataset track), pp.249-254

  7. Link Prediction in Knowledge Graphs: A Hierarchy-Constrained Approach [PDF]
    Manling Li, Yuanzhuo Wang, Denghui Zhang, Yantao Jia, Xueqi Cheng
    IEEE Transactions on Big Data, pp.1-14

  8. Hierarchical Types Constrained Topic Entity Detection for Knowledge Base Question Answering [PDF]
    Yunqi Qiu, Manling Li, Yuanzhuo Wang, Yantao Jia, Xiaolong Jin, Xueqi Cheng
    In Companion Proceedings of The Web Conference 2018 (WWW 2018), pp.35-36

  9. Path-Based Attention Neural Model for Fine-Grained Entity Typing [PDF]
    Denghui Zhang, Manling Li, Pengshan Cai, Yantao Jia, Yuanzhuo Wang, Xueqi Cheng
    In Proceedings of the 32nd AAAI Conference on Artificial Intelligence (AAAI 2018), pp.8179-8180

  10. Efficient Parallel Translating Embedding For Knowledge Graphs [PDF]
    Denghui Zhang, Manling Li, Yantao Jia, Yuanzhuo Wang, Xueqi Cheng
    In Proceedings of IEEE/WIC/ACM International Conference on Web Intelligence (WI 2017), pp.460-468

  11. OpenKN at TAC KBP 2016 [PDF]
    Manling Li, Xinlei Chen, Yantao Jia, Yuanzhuo Wang, etc.
    Text Analysis Conference Knowledge Base Population (TAC-KBP) Workshop 2016
    (Cold Start Entity Discovery and Linking: ranked 2nd out of 7 teams, where in Entity Discovery, ranked 1st out of 7 teams, and 4 measures ranked 1st among 6 measures; Cold Start Slot Filling: ranked 9th out of 19 teams)

  12. Hierarchy-Based Link Prediction in Knowledge Graphs [PDF]
    Manling Li, Yantao Jia, Yuanzhuo Wang, Jingyuan Li, Xueqi Cheng.
    In Proceedings of the 25th International Conference Companion on World Wide Web (WWW 2016), pp.77-78

  13. Predicting Links and Their Building Time: A Path-Based Method [PDF]
    Manling Li, Yantao Jia, Yuanzhuo Wang, Zeya Zhao, Xueqi Cheng.
    In Proceedings of 30th AAAI Conference on Artificial Intelligence (AAAI 2016), pp.4228-4229

Patents

  1. A Tag Inference System Based on Knowledge Graph Embedding [PDF]
    Xueqi Cheng, Yantao Jia, Pengshan Cai, Manling Li, etc. (2nd student author).
    No.CN201710469315.4.

  2. An Ontology Alignment Algorithm Based on Knowledge Graph Embedding [PDF]
    Xueqi Cheng, Yantao Jia, Manling Li, etc. (1st student author).
    No.CN201710230135.0.

  3. A Link Prediction System Based on Knowledge Graph Embedding [PDF]
    Xueqi Cheng, Yantao Jia, Manling Li, etc. (1st student author).
    No.CN201710041593.X.

  4. A Fine-Grained Entity Typing Method for Knowledge Base Population [PDF]
    Xueqi Cheng, Yantao Jia, Hailun Lin, Manling Li, etc. (2nd student author).
    No.CN201510033050.4.
  5. An Attribute Extraction Method for Web Pages [PDF]
    Xueqi Cheng, Yantao Jia, Zeya Zhao, Manling Li, etc. (2nd student author).
    No.CN201510071993.6.