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 ...

Confluent shares rally 11.4% Firm working with bankers after attracting interest from private equity and tech firms, sources say Interest fueled by corporate race for AI and firm's pressured valuation ...

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 ...