Cleaning Inconsistencies in Information Extraction via Prioritized Repairs
Summary: Declarative framework for cleaning inconsistent IE outputs by integrating prioritized repairs into document spanners, enabling user-declared conflict-resolution policies that capture industrial cleaning operations and POSIX regex semantics. Analyzes unambiguity and expressive power of such policies, with both positive and negative (decidability/complexity) results. (summarized by gpt-5-mini on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Ronald Fagin
- 2. Benny Kimelfeld
- 3. Frederick Reiss
- 4. Stijn Vansummeren
Incoming Citations (Sorted by Pagerank)
Showing 6 of 6 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 2,484 | Discovery of Approximate (and Exact) Denial Constraints | 2020 | VLDB | 8.6737275e-05 |
| 3,045 | Dichotomies in the Complexity of Preferred Repairs | 2015 | PODS | 7.6618214e-05 |
| 7,701 | Counting and Enumerating (Preferred) Database Repairs | 2017 | PODS | 4.6690279e-05 |
| 8,719 | Preference-aware Integration of Temporal Data | 2015 | VLDB | 4.4564363e-05 |
| 9,429 | Database Principles in Information Extraction | 2014 | PODS | 4.3399748e-05 |
| 11,242 | Autonomously Computable Information Extraction | 2023 | VLDB | 4.1905499e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 9 of 9 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 49 | Consistent Query Answers in Inconsistent Databases | 1999 | PODS | 0.00067607389 |
| 289 | Declarative Information Extraction Using Datalog with Embedded Extraction Predicates | 2007 | VLDB | 0.00028865317 |
| 560 | Dependencies Revisited for Improving Data Quality | 2008 | PODS | 0.0002012328 |
| 1,015 | Tuffy: Scaling up Statistical Inference in Markov Logic Networks using an RDBMS | 2011 | VLDB | 0.00014630577 |
| 2,830 | Interaction between Record Matching and Data Repairing | 2011 | SIGMOD | 8.0515409e-05 |
| 4,522 | A Temporal-Probabilistic Database Model for Information Extraction | 2013 | VLDB | 6.1109228e-05 |
| 6,487 | Spanners: A Formal Framework for Information Extraction | 2013 | PODS | 5.0383288e-05 |
| 6,527 | Automatic Rule Refinement for Information Extraction | 2010 | VLDB | 5.0200332e-05 |
| 13,498 | Rewrite Rules for Search Database Systems | 2011 | PODS | - |
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Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 289 | Declarative Information Extraction Using Datalog with Embedded Extraction Predicates | 2007 | VLDB | 0.00028865317 |
| 11,242 | Autonomously Computable Information Extraction | 2023 | VLDB | 4.1905499e-05 |
| 9,429 | Database Principles in Information Extraction | 2014 | PODS | 4.3399748e-05 |
| 7,701 | Counting and Enumerating (Preferred) Database Repairs | 2017 | PODS | 4.6690279e-05 |
| 3,198 | Towards Dependable Data Repairing with Fixing Rules | 2014 | SIGMOD | 7.4029546e-05 |
| 1,625 | Sampling the Repairs of Functional Dependency Violations under Hard Constraints | 2010 | VLDB | 0.0001109361 |
| 6,544 | Properties of Inconsistency Measures for Databases | 2021 | SIGMOD | 5.013741e-05 |
| 2,830 | Interaction between Record Matching and Data Repairing | 2011 | SIGMOD | 8.0515409e-05 |
| 8,002 | A Grammar-based Entity Representation Framework for Data Cleaning | 2009 | SIGMOD | 4.60503e-05 |
| 198 | Declarative Data Cleaning: Language, Model, and Algorithms | 2001 | VLDB | 0.0003505869 |