For the artificial intelligence (AI) engineering, 95% of the time and effort is consumed by data related workloads. In order to tackle this challenge, tech giants spend thousands of hours on building ...
Abstract: In this paper, we tackle the Natural Language to SQL (NL2SQL) task, which aims to convert user queries in natural language into executable SQL statements, enabling non-professionals to ...
We develop a new edge detection algorithm, holistically-nested edge detection (HED), which performs image-to-image prediction by means of a deep learning model that leverages fully convolutional ...
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