A Temporal-Probabilistic Database Model for Information Extraction
Summary: Temporal-probabilistic DB model for cleaning uncertain temporal facts from information extraction, combining temporal deduction, constraints, and possible-worlds inference. Scalable engine handles millions of facts and hundreds of thousands of rules; robust against ILP/MLN baselines with competitive runtimes. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
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Incoming Citations (Sorted by Pagerank)
Showing 4 of 4 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 5,398 | Cleaning Inconsistencies in Information Extraction via Prioritized Repairs | 2014 | PODS | 5.5295577e-05 |
| 9,423 | Database Principles in Information Extraction | 2014 | PODS | 4.3441378e-05 |
| 11,179 | Probabilistic Reasoning at Scale: Trigger Graphs to the Rescue | 2023 | SIGMOD | 4.1945683e-05 |
| 11,811 | TeCoRe: Temporal Conflict Resolution in Knowledge Graphs | 2017 | VLDB | 4.1945683e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 8 of 8 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 | 0.00067660624 |
| 107 | WebTables: Exploring the Power of Tables on the Web | 2008 | VLDB | 0.00048377684 |
| 706 | MYSTIQ: A system for finding more answers by using probabilities | 2005 | SIGMOD | 0.00017845469 |
| 1,014 | Tuffy: Scaling up Statistical Inference in Markov Logic Networks using an RDBMS | 2011 | VLDB | 0.00014640258 |
| 1,268 | The Dichotomy of Conjunctive Queries on Probabilistic Structures | 2007 | PODS | 0.00012931993 |
| 1,730 | Conditioning Probabilistic Databases | 2008 | VLDB | 0.00010736755 |
| 4,720 | Read-Once Functions and Query Evaluation in Probabilistic Databases | 2010 | VLDB | 5.973811e-05 |
| 6,830 | Temporal Alignment | 2012 | SIGMOD | 4.9136035e-05 |
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Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 2,186 | Scalable Probabilistic Databases with Factor Graphs and MCMC | 2010 | VLDB | 9.3378109e-05 |
| 8,581 | Anytime Approximation in Probabilistic Databases via Scaled Dissociations | 2019 | SIGMOD | 4.492241e-05 |
| 11,179 | Probabilistic Reasoning at Scale: Trigger Graphs to the Rescue | 2023 | SIGMOD | 4.1945683e-05 |
| 74 | Efficient Query Evaluation on Probabilistic Databases | 2004 | VLDB | 0.00057857292 |
| 6,705 | Consistent Query Answers in Inconsistent Probabilistic Databases | 2010 | SIGMOD | 4.9549359e-05 |
| 7,941 | Efficient Uncertainty Tracking for Complex Queries with Attribute-level Bounds | 2021 | SIGMOD | 4.613363e-05 |
| 4,387 | Hybrid In-Database Inference for Declarative Information Extraction | 2011 | SIGMOD | 6.2320072e-05 |
| 760 | Creating Probabilistic Databases from Information Extraction Models | 2006 | VLDB | 0.00017053935 |
| 4,983 | Querying Probabilistic Information Extraction | 2010 | VLDB | 5.7870787e-05 |
| 3,081 | Knowledge Expansion over Probabilistic Knowledge Bases | 2014 | SIGMOD | 7.6031501e-05 |