Unverified50% confidenceBenchmarkExact time
On BIRD's seven-table database, SchemagateRetriever reduced prompt size by only 8.8%.
1
Sources
50%
Confidence
Medium-term (~90 days)
Relevance
10/29/2026
First Seen
Valid until: 1/27/2027
Sources
Related Entities
Related Claims
UnverifiedBy adding to the prompt 'you are seeing part of this database; if you need more information, refuse to answer', schemagate reduced incorrect answers from 16% to 5% in a 100-question pilot.55% similarUnverifiedProviding the model with BIRD's column descriptions actually made schemagate's results worse.55% similarUnverifiedOn both the BIRD and Spider datasets, no SQL reading forbidden data appeared in schemagate.51% similarUnverified增量检查点技术只保存自上次存档以来变化的参数块，可将存储数据量降低70%以上50% similar
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