Joint Open Knowledge Base Canonicalization and Linking
Summary: Joint OKB canonicalization and linking for OIE via JOCL, a factor-graph model where NP/RP canonicalization and linking reinforce each other. Experiments on two OIE datasets show superior average F1 for both tasks and easy extensibility with new signals. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Yinan Liu (Nankai University)
- 2. Wei Shen (Nankai University)
- 3. Yuanfei Wang (Nankai University)
- 4. Jianyong Wang (Tsinghua University)
- 5. Zhenglu Yang (Nankai University)
- 6. Xiaojie Yuan (Nankai University)
BibTeX Citation
@inproceedings{liu_sigmod21,
title = {{Joint Open Knowledge Base Canonicalization and Linking}},
author = {Liu, Yinan and Shen, Wei and Wang, Yuanfei and Wang, Jianyong and Yang, Zhenglu and Yuan, Xiaojie},
series = {{SIGMOD} '21},
booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
publisher = {Association for Computing Machinery},
doi = {10.1145/3448016.3452776},
url = {https://dl.acm.org/doi/10.1145/3448016.3452776},
year = {2021}
}Incoming Citations (Sorted by Pagerank)
Showing 1 of 1 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 11,212 | Capturing More Associations by Referencing External Graphs | 2024 | VLDB | 5.093636e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 8 of 8 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 65 | Freebase: A Collaboratively Created Graph Database For Structuring Human Knowledge | 2008 | SIGMOD | 0.00038697603 |
| 176 | Deep Learning for Entity Matching: A Design Space Exploration | 2018 | SIGMOD | 0.00027191081 |
| 317 | Annotating and Searching Web Tables Using Entities, Types and Relationships | 2010 | VLDB | 0.00021402049 |
| 626 | Entity Resolution: Theory, Practice & Open Challenges | 2012 | VLDB | 0.00015656958 |
| 3,181 | InfoGather+: Semantic Matching and Annotation of Numeric and Time-Varying Attributes in Web Tables | 2013 | SIGMOD | 7.6595256e-05 |
| 4,834 | KBPearl: A Knowledge Base Population System Supported by Joint Entity and Relation Linking | 2020 | VLDB | 6.4866871e-05 |
| 5,590 | Microblog Entity Linking with Social Temporal Context | 2015 | SIGMOD | 6.1557283e-05 |
| 8,956 | A Probabilistic Model for Linking Named Entities in Web Text with Heterogeneous Information Networks | 2014 | SIGMOD | 5.3455323e-05 |
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