Abstract: Complex multi-table schemas present a primary challenge in Natural Language to SQL (NL2SQL), as Large Language Models (LLMs) consistently struggle to generate correct JOIN clauses. The core ...

Gothenburg promised to optimise school admissions with a piece of code. The resulting chaos showed how unaccountable systems are ruining lives We like to imagine that injustice announces itself loudly ...

NL2SQL（Natural Language to SQL） 要解决的正是这个问题——让不懂 SQL 的人，也能用自然语言直接查询数据库。 不用学 SQL，不用找开发排期，用大白话就能查数据——这不是未来，而是现在就能落地的方案。 一个真实的痛点 你是公司的运营负责人，想知道"上个月 ...

It’s hard to ignore the seismic shifts brought about by algorithm-driven content. Every time you scroll through your social media feed or check your favorite news app, algorithms are diligently at ...

While the creation of this new entity marks a big step toward avoiding a U.S. ban, as well as easing trade and tech-related tensions between Washington and Beijing, there is still uncertainty ...

The original version of this story appeared in Quanta Magazine. If you want to solve a tricky problem, it often helps to get organized. You might, for example, break the problem into pieces and tackle ...