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 |
|---|---|---|---|---|
| 5,406 | Cleaning Inconsistencies in Information Extraction via Prioritized Repairs | 2014 | PODS | 5.5239588e-05 |
| 9,429 | Database Principles in Information Extraction | 2014 | PODS | 4.3399748e-05 |
| 11,182 | Probabilistic Reasoning at Scale: Trigger Graphs to the Rescue | 2023 | SIGMOD | 4.1905499e-05 |
| 11,819 | TeCoRe: Temporal Conflict Resolution in Knowledge Graphs | 2017 | VLDB | 4.1905499e-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 | 0.00067607389 |
| 108 | WebTables: Exploring the Power of Tables on the Web | 2008 | VLDB | 0.00048345996 |
| 702 | MYSTIQ: A system for finding more answers by using probabilities | 2005 | SIGMOD | 0.00017848789 |
| 1,015 | Tuffy: Scaling up Statistical Inference in Markov Logic Networks using an RDBMS | 2011 | VLDB | 0.00014630577 |
| 1,269 | The Dichotomy of Conjunctive Queries on Probabilistic Structures | 2007 | PODS | 0.00012911894 |
| 1,730 | Conditioning Probabilistic Databases | 2008 | VLDB | 0.00010726683 |
| 4,722 | Read-Once Functions and Query Evaluation in Probabilistic Databases | 2010 | VLDB | 5.9646931e-05 |
| 6,828 | Temporal Alignment | 2012 | SIGMOD | 4.9088814e-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 | 9.3460817e-05 |
| 8,578 | Anytime Approximation in Probabilistic Databases via Scaled Dissociations | 2019 | SIGMOD | 4.4879347e-05 |
| 11,182 | Probabilistic Reasoning at Scale: Trigger Graphs to the Rescue | 2023 | SIGMOD | 4.1905499e-05 |
| 74 | Efficient Query Evaluation on Probabilistic Databases | 2004 | VLDB | 0.00057797415 |
| 6,707 | Consistent Query Answers in Inconsistent Probabilistic Databases | 2010 | SIGMOD | 4.9500448e-05 |
| 7,944 | Efficient Uncertainty Tracking for Complex Queries with Attribute-level Bounds | 2021 | SIGMOD | 4.6089395e-05 |
| 4,384 | Hybrid In-Database Inference for Declarative Information Extraction | 2011 | SIGMOD | 6.2251088e-05 |
| 757 | Creating Probabilistic Databases from Information Extraction Models | 2006 | VLDB | 0.00017062337 |
| 4,960 | Querying Probabilistic Information Extraction | 2010 | VLDB | 5.7992639e-05 |
| 3,084 | Knowledge Expansion over Probabilistic Knowledge Bases | 2014 | SIGMOD | 7.5967738e-05 |