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Deep Active Alignment of Knowledge Graph Entities and Schemata

Summary: DAAKG learns embeddings for entities, relations, and classes to align entities and schemata across KG pairs semi-supervisedly. Active learning guides batch labeling with approximation methods, yielding strong accuracy and generalization on benchmarks. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
6724
Venue
SIGMOD
Year
2023
Pagerank
5.3251649e-05
Overall Rank
9,063 | 37.83%
DOI
10.1145/3589304

Incoming Non-self Citations Over Time

Authors

BibTeX Citation

@inproceedings{huang_sigmod23,
        title = {{Deep Active Alignment of Knowledge Graph Entities and Schemata}},
        author = {Huang, Jiacheng and Sun, Zequn and Chen, Qijin and Xu, Xiaozhou and Ren, Weijun and Hu, Wei},
        series = {{SIGMOD} '23},
        booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
        publisher = {Association for Computing Machinery},
        doi = {10.1145/3589304},
        url = {https://dl.acm.org/doi/10.1145/3589304},
        year = {2023}
}

Incoming Citations (Sorted by Pagerank)

Showing 1 of 1 citing papers.

Rank Citing Paper Year Venue Pagerank
10,374 GeoKGM: A Multimodal Large Language Model for Zero-Shot Knowledge Graph Completion in Geospatial Databases 2026 SIGMOD 5.093636e-05
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Outgoing Citations (Sorted by Pagerank)

Showing 12 of 12 cited papers.

Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.

Rank Cited Paper Year Venue Pagerank
141 Deep Entity Matching with Pre-Trained Language Models 2021 VLDB 0.0002964847
176 Deep Learning for Entity Matching: A Design Space Exploration 2018 SIGMOD 0.00027191081
439 Corleone: Hands-Off Crowdsourcing for Entity Matching 2014 SIGMOD 0.00018464913
489 Distributed Representations of Tuples for Entity Resolution 2018 VLDB 0.0001761456
1,643 Falcon: Scaling Up Hands-Off Crowdsourced Entity Matching to Build Cloud Services 2017 SIGMOD 0.00010134956
2,086 PARIS: Probabilistic Alignment of Relations, Instances, and Schema 2012 VLDB 9.1930537e-05
2,781 Realistic Re-evaluation of Knowledge Graph Completion Methods: An Experimental Study 2020 SIGMOD 8.1281896e-05
4,056 A Benchmarking Study of Embedding-based Entity Alignment for Knowledge Graphs 2020 VLDB 6.9344762e-05
4,402 LargeEA: Aligning Entities for Large-scale Knowledge Graphs 2022 VLDB 6.7232199e-05
4,824 Deep Indexed Active Learning for Matching Heterogeneous Entity Representations 2022 VLDB 6.4914944e-05
5,606 Analyzing How BERT Performs Entity Matching 2022 VLDB 6.1521568e-05
8,441 A Critical Re-evaluation of Neural Methods for Entity Alignment 2022 VLDB 5.4247564e-05
Previous Page 1 / 1 Next

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