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: 13527
Venue: VLDB
Year: 2024
Pagerank: 4.1945683e-05
Overall Rank: 11,054 | 23.10%
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.

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8	Extending the Data Base Relational Model to Capture More Meaning	1979	SIGMOD	0.0015385917
49	Consistent Query Answers in Inconsistent Databases	1999	PODS	0.00067660624
192	HoloClean: Holistic Data Repairs with Probabilistic Inference	2017	VLDB	0.00035728858
221	Deep Entity Matching with Pre-Trained Language Models	2021	VLDB	0.00033121824
229	Reference Reconciliation in Complex Information Spaces	2005	SIGMOD	0.00032242633
280	Eliminating Fuzzy Duplicates in Data Warehouses	2002	VLDB	0.00029113044
300	Deep Learning for Entity Matching: A Design Space Exploration	2018	SIGMOD	0.00028441466
509	On Active Learning of Record Matching Packages	2010	SIGMOD	0.00021409518
513	TURL: Table Understanding through Representation Learning	2021	VLDB	0.00021288342
517	Can Foundation Models Wrangle Your Data?	2023	VLDB	0.00021169035
754	Distributed Representations of Tuples for Entity Resolution	2018	VLDB	0.00017117211
903	To Join or Not to Join? Thinking Twice about Joins before Feature Selection	2016	SIGMOD	0.0001547016
1,159	Towards Certain Fixes with Editing Rules and Master Data	2010	VLDB	0.00013592813
1,178	Table Union Search on Open Data	2018	VLDB	0.00013468118
1,187	JOSIE: Overlap Set Similarity Search for Finding Joinable Tables in Data Lakes	2019	SIGMOD	0.00013443639
1,463	ARDA: Automatic Relational Data Augmentation for Machine Learning	2020	VLDB	0.00011869295
1,644	Finding Related Tables in Data Lakes for Interactive Data Science	2020	SIGMOD	0.00011041787
1,894	Baran: Effective Error Correction via a Unified Context Representation and Transfer Learning	2020	VLDB	0.0001018378
2,589	DogmatiX Tracks down Duplicates in XML	2005	SIGMOD	8.4847146e-05
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3,000	SANTOS: Relationship-based Semantic Table Union Search	2023	SIGMOD	7.7462128e-05
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5,192	Pattern Functional Dependencies for Data Cleaning	2020	VLDB	5.6375087e-05
5,460	Relative Information Completeness	2009	PODS	5.4957751e-05
5,691	Putting Things into Context: Rich Explanations for Query Answers using Join Graphs	2021	SIGMOD	5.3684557e-05
5,978	Rotom: A Meta-Learned Data Augmentation Framework for Entity Matching, Data Cleaning, Text Classification, and Beyond	2021	SIGMOD	5.2453012e-05
6,042	MDedup: Duplicate Detection with Matching Dependencies	2020	VLDB	5.2405269e-05
6,449	Causal Data Integration	2023	VLDB	5.0587746e-05
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6,810	Record Linkage with Uniqueness Constraints and Erroneous Values	2010	VLDB	4.9203397e-05
6,892	Identifying Insufficient Data Coverage for Ordinal Continuous-Valued Attributes	2021	SIGMOD	4.8925683e-05
7,179	Coresets over Multiple Tables for Feature-rich and Data-efficient Machine Learning	2023	VLDB	4.8078895e-05
7,634	ReStore - Neural Data Completion for Relational Databases	2021	SIGMOD	4.6911382e-05
8,911	PromptEM: Prompt-tuning for Low-resource Generalized Entity Matching	2023	VLDB	4.427232e-05
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