Enriching Relations with Additional Attributes for ER

Summary: Defines relation enrichment: select a few KG-derived attributes to augment a relation's schema to maximize entity-resolution accuracy; problem is intractable. Uses tuple–KG linking and a reinforcement-learning policy jointly trained with ER to extract diverse, low-null attributes incrementally, yielding up to 33% ER gain. (summarized by gpt-5-mini on Feb 09 2026)

Paper ID: 13528
Venue: VLDB
Year: 2024
Pagerank: 4.1905499e-05
Overall Rank: 11,057 | 23.16%
DOI: 10.14778/3681954.3681987

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Rank	Citing Paper	Year	Venue	Pagerank

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Showing 41 of 41 cited papers.

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

Rank	Cited Paper	Year	Venue	Pagerank
7	Extending the Data Base Relational Model to Capture More Meaning	1979	SIGMOD	0.0015464728
49	Consistent Query Answers in Inconsistent Databases	1999	PODS	0.00067607389
192	HoloClean: Holistic Data Repairs with Probabilistic Inference	2017	VLDB	0.00035692958
219	Deep Entity Matching with Pre-Trained Language Models	2021	VLDB	0.00033354456
228	Reference Reconciliation in Complex Information Spaces	2005	SIGMOD	0.00032266415
279	Eliminating Fuzzy Duplicates in Data Warehouses	2002	VLDB	0.00029141798
293	Deep Learning for Entity Matching: A Design Space Exploration	2018	SIGMOD	0.00028661817
507	On Active Learning of Record Matching Packages	2010	SIGMOD	0.00021474096
514	TURL: Table Understanding through Representation Learning	2021	VLDB	0.00021280726
516	Can Foundation Models Wrangle Your Data?	2023	VLDB	0.00021194444
740	Distributed Representations of Tuples for Entity Resolution	2018	VLDB	0.00017358024
901	To Join or Not to Join? Thinking Twice about Joins before Feature Selection	2016	SIGMOD	0.00015462938
1,160	Towards Certain Fixes with Editing Rules and Master Data	2010	VLDB	0.0001358129
1,179	Table Union Search on Open Data	2018	VLDB	0.00013458551
1,185	JOSIE: Overlap Set Similarity Search for Finding Joinable Tables in Data Lakes	2019	SIGMOD	0.00013432692
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1,643	Finding Related Tables in Data Lakes for Interactive Data Science	2020	SIGMOD	0.00011031534
1,895	Baran: Effective Error Correction via a Unified Context Representation and Transfer Learning	2020	VLDB	0.00010174634
2,591	DogmatiX Tracks down Duplicates in XML	2005	SIGMOD	8.4851409e-05
2,842	Semantics-aware Dataset Discovery from Data Lakes with Contextualized Column-based Representation Learning	2023	VLDB	8.0366354e-05
3,001	SANTOS: Relationship-based Semantic Table Union Search	2023	SIGMOD	7.739698e-05
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5,203	Pattern Functional Dependencies for Data Cleaning	2020	VLDB	5.628087e-05
5,467	Relative Information Completeness	2009	PODS	5.4904942e-05
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5,974	Rotom: A Meta-Learned Data Augmentation Framework for Entity Matching, Data Cleaning, Text Classification, and Beyond	2021	SIGMOD	5.2458154e-05
6,047	MDedup: Duplicate Detection with Matching Dependencies	2020	VLDB	5.2355891e-05
6,445	Causal Data Integration	2023	VLDB	5.0539192e-05
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6,808	Record Linkage with Uniqueness Constraints and Erroneous Values	2010	VLDB	4.9155856e-05
6,895	Identifying Insufficient Data Coverage for Ordinal Continuous-Valued Attributes	2021	SIGMOD	4.8879337e-05
7,180	Coresets over Multiple Tables for Feature-rich and Data-efficient Machine Learning	2023	VLDB	4.8032775e-05
7,634	ReStore - Neural Data Completion for Relational Databases	2021	SIGMOD	4.6866388e-05
8,913	PromptEM: Prompt-tuning for Low-resource Generalized Entity Matching	2023	VLDB	4.4229886e-05
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