We present an automatic and scalable text-to-SQL data synthesis framework, illustrated below: Building on SynSQL-2.5M, we introduce OmniSQL, a family of powerful text-to-SQL models available in three ...
Abstract: Gradient inversion attacks (GIAs) pose significant challenges to the privacy-preserving paradigm of distributed learning. These attacks employ carefully designed strategies to reconstruct ...
Abstract: Text data augmentation is an effective strategy for overcoming the challenge of limited sample sizes in many natural language processing (NLP) tasks. This challenge is especially prominent ...
Oct 6 (Reuters) - As the rush towards AI-related companies continues on Wall Street, data from Crunchbase showed on Monday that the sector enjoyed a bulk of venture funding in the third quarter, with ...
Oct 3 (Reuters) - Tesla's UK car sales were nearly flat in September, compared with a year earlier, while the overall UK electric vehicle market saw strong growth, data from New AutoMotive showed on ...
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