Scrutinizer: Fact Checking Statistical Claims
Summary: Scrutinizer translates statistical claims into SQL and proposes query fragments to aid fact checkers. A cost-based optimizer plans verification steps, uses executions to prune alternatives, and classifiers learn from feedback for unseen claims. (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 6 of 6 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 5,506 | Can Large Language Models Predict Data Correlations from Column Names? | 2023 | VLDB | 5.4711611e-05 |
| 10,747 | Finding Convincing Views to Endorse a Claim | 2025 | VLDB | 4.1905499e-05 |
| 10,753 | CEDAR: A System for Cost-Efficient Data-Driven Claim Verification | 2025 | VLDB | 4.1905499e-05 |
| 11,349 | OpenTFV: An Open Domain Table-Based Fact Verification System | 2022 | SIGMOD | 4.1905499e-05 |
| 11,395 | OREO: Detection of Cherry-picked Generalizations | 2022 | VLDB | 4.1905499e-05 |
| 11,422 | On Detecting Cherry-picked Generalizations | 2022 | VLDB | 4.1905499e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 1 of 1 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 4,974 | Verifying Text Summaries of Relational Data Sets | 2019 | SIGMOD | 5.7877104e-05 |
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Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 10,747 | Finding Convincing Views to Endorse a Claim | 2025 | VLDB | 4.1905499e-05 |
| 7,647 | User Guidance for Efficient Fact Checking | 2019 | VLDB | 4.6844821e-05 |
| 10,446 | Demonstrating CEDAR: A System for Cost-Efficient Data-Driven Claim Verification | 2025 | SIGMOD | 4.1905499e-05 |
| 10,814 | ClaimIt: Finding Convincing Views to Endorse a Claim | 2025 | VLDB | 4.1905499e-05 |
| 11,981 | iCheck: Computationally Combating "Lies, D-ned Lies, and Statistics" | 2014 | SIGMOD | 4.1905499e-05 |
| 10,753 | CEDAR: A System for Cost-Efficient Data-Driven Claim Verification | 2025 | VLDB | 4.1905499e-05 |
| 2,511 | ClaimBuster: The First-ever End-to-end Fact-checking System | 2017 | VLDB | 8.6177955e-05 |
| 3,343 | Toward Computational Fact-Checking | 2014 | VLDB | 7.196079e-05 |
| 7,730 | AggChecker: A Fact-Checking System for Text Summaries of Relational Data Sets | 2019 | VLDB | 4.6613872e-05 |
| 4,974 | Verifying Text Summaries of Relational Data Sets | 2019 | SIGMOD | 5.7877104e-05 |