AggChecker: A Fact-Checking System for Text Summaries of Relational Data Sets
Summary: AggChecker verifies NL claims about relational data by translating each claim into SQL and evaluating it against the data. Fusing NLP, IR, ML, and efficient query processing, it acts as a spellchecker for data summaries with faster verification than SQL alone. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Saehan Jo
- 2. Immanuel Trummer
- 3. Weicheng Yu
- 4. Xuezhi Wang
- 5. Cong Yu
- 6. Daniel Liu
- 7. Niyati Mehta
Incoming Citations (Sorted by Pagerank)
Showing 3 of 3 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 10,140 | Analyzing Deviations from Monotonic Trends through Database Repair | 2026 | SIGMOD | 4.1945683e-05 |
| 10,740 | Finding Convincing Views to Endorse a Claim | 2025 | VLDB | 4.1945683e-05 |
| 11,419 | On Detecting Cherry-picked Generalizations | 2022 | VLDB | 4.1945683e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 4 of 4 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 535 | ATHENA: An Ontology-Driven System for Natural Language Querying over Relational Data Stores | 2016 | VLDB | 0.00020727678 |
| 567 | NaLIR: An Interactive Natural Language Interface for Querying Relational Databases | 2014 | SIGMOD | 0.00019966681 |
| 2,509 | ClaimBuster: The First-ever End-to-end Fact-checking System | 2017 | VLDB | 8.6260643e-05 |
| 4,972 | Verifying Text Summaries of Relational Data Sets | 2019 | SIGMOD | 5.7931494e-05 |
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Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 1,482 | Automating Large-Scale Data Quality Verification | 2018 | VLDB | 0.00011725533 |
| 11,973 | iCheck: Computationally Combating "Lies, D-ned Lies, and Statistics" | 2014 | SIGMOD | 4.1945683e-05 |
| 10,210 | SchemaRAG: A Schema-aware Retrieval-Augmented Generation Framework for Text-to-SQL | 2026 | SIGMOD | 4.1945683e-05 |
| 11,120 | Demonstration of the VeriEQL Equivalence Checker for Complex SQL Queries | 2024 | VLDB | 4.1945683e-05 |
| 6,389 | Chat2Data: An Interactive Data Analysis System with RAG, Vector Databases and LLMs | 2024 | VLDB | 5.0844009e-05 |
| 11,419 | On Detecting Cherry-picked Generalizations | 2022 | VLDB | 4.1945683e-05 |
| 10,747 | CEDAR: A System for Cost-Efficient Data-Driven Claim Verification | 2025 | VLDB | 4.1945683e-05 |
| 3,340 | Toward Computational Fact-Checking | 2014 | VLDB | 7.2030091e-05 |
| 4,816 | Scrutinizer: Fact Checking Statistical Claims | 2020 | VLDB | 5.900769e-05 |
| 4,972 | Verifying Text Summaries of Relational Data Sets | 2019 | SIGMOD | 5.7931494e-05 |