Papers by Dan Suciu
ClaimDB: A Fact Verification Benchmark over Large Structured Data (2026.acl-long)
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| Challenge: | despite substantial progress in fact-verification benchmarks, this setting remains largely underexplored. |
| Approach: | They propose a fact-verification benchmark where evidence for claims is derived from compositions of millions of records and multiple tables. |
| Outcome: | The proposed benchmarks score below 55% accuracy with 30 state-of-the-art LLMs and are released on github. |