Effective and Efficient Retrieval of Structured Entities

Summary: Introduces a hierarchy-smooth function to aggregate term scores across nested structured entities, mitigating parent–child containment in retrieval. Learns aggregation coefficients from entity families; works with BOW or word embeddings; enables efficient, accurate retrieval across heterogeneous structures on real data. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID: 12465
Venue: VLDB
Year: 2020
Pagerank: 5.7269998e-05
Overall Rank: 7,005 | 51.95%
DOI: 10.14778/3380750.3380754

Incoming Non-self Citations Over Time

Authors

1. Ruihong Huang (Tsinghua University)
2. Shaoxu Song (Tsinghua University)
3. Yunsu Lee (Samsung)
4. Jungho Park (Samsung)
5. Soo-Hyung Kim (Samsung)
6. Sungmin Yi (Samsung)

BibTeX Citation

@article{huang_vldb20,
        title = {{Effective and Efficient Retrieval of Structured Entities}},
        author = {Huang, Ruihong and Song, Shaoxu and Lee, Yunsu and Park, Jungho and Kim, Soo-Hyung and Yi, Sungmin},
        journal = {PVLDB},
        series = {{VLDB} '20},
        volume = {13},
        number = {6},
        pages = {826--839},
        doi = {10.14778/3380750.3380754},
        url = {https://doi.org/10.14778/3380750.3380754},
        year = {2020}
}

Incoming Citations (Sorted by Pagerank)

Showing 3 of 3 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank
4,430	PQCache: Product Quantization-based KVCache for Long Context LLM Inference	2025	SIGMOD	6.7091071e-05
9,520	Experimental Analysis of Large-scale Learnable Vector Storage Compression	2024	VLDB	5.2561283e-05
9,556	CAFE: Towards Compact, Adaptive, and Fast Embedding for Large-scale Recommendation Models	2024	SIGMOD	5.2528121e-05

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
5	Optimal Aggregation Algorithms for Middleware [Extended Abstract]	2001	PODS	0.0010828372
160	Integration of Heterogeneous Databases Without Common Domains Using Queries Based on Textual Similarity	1998	SIGMOD	0.0002802209
212	Efficient IR-Style Keyword Search over Relational Databases	2003	VLDB	0.000247733
285	ObjectRank: Authority-Based Keyword Search in Databases	2004	VLDB	0.00022365284
364	Graph Clustering Based on Structural/Attribute Similarities	2009	VLDB	0.00020054172
748	Effective Keyword Search in Relational Databases	2006	SIGMOD	0.00014381224
930	SPARK: Top-k Keyword Query in Relational Databases	2007	SIGMOD	0.0001312728
2,531	DogmatiX Tracks down Duplicates in XML	2005	SIGMOD	8.4574631e-05
3,239	Keyword Search on Structured and Semi-Structured Data	2009	SIGMOD	7.6078324e-05
3,610	Merging the Results of Approximate Match Operations	2004	VLDB	7.2593873e-05
5,168	How to Build Templates for RDF Question/Answering —An Uncertain Graph Similarity Join Approach	2015	SIGMOD	6.3353772e-05
12,167	Matching Heterogeneous Event Data	2014	SIGMOD	5.093636e-05

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