VLDB 2026
PulseAugur coverage of VLDB 2026 — every cluster mentioning VLDB 2026 across labs, papers, and developer communities, ranked by signal.
2 day(s) with sentiment data
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Text-to-SQL benchmark errors highlight flawed gold standard
A new analysis of the BIRD-dev text-to-SQL benchmark reveals significant issues with its gold standard SQL annotations, with nearly 20% of model errors stemming from the benchmark incorrectly flagging correct model outp…
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Text-to-SQL benchmarks flawed: Over half of answer keys incorrect
A recent audit of text-to-SQL benchmarks revealed significant inaccuracies in answer keys, with over 50% of annotations being incorrect in prominent datasets like BIRD Mini-Dev and Spider 2.0-Snow. This suggests that cu…
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Databricks showcases Spark Declarative Pipelines and Enzyme engine at SIGMOD 2026
Databricks is presenting its advancements in data engineering at SIGMOD 2026, focusing on Spark Declarative Pipelines (SDP) and its Enzyme engine. Enzyme, which received an honorable mention at the conference, simplifie…