Abstract: The Text-to-SQL task has significant application prospects in automating relational database query interfaces. It can reduce user learning costs and improve data query efficiency. However, ...
Most of the times when I open the the queries keeps fetching data and never returns and results until we reopen the app again. It happens again and again when we open the app after 20-60 minutes. It ...
Analysis of 18,377 query pairs shows retrieval-based AI systems like Perplexity achieve 43% domain overlap with Google, while reasoning models like ChatGPT cite only 21% of the same sources Search ...
Understanding queries (complex explanations requiring context) achieved the highest Gemini performance, where its selective precision approach excelled at identifying authoritative educational sources ...
SemBench is a benchmark targeting a novel class of systems: semantic query processing engines. Those systems rely inherently on generative and reasoning capabilities of state-of-the-art large language ...
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