该数据集用于Flip-Flop Language Modeling任务,旨在正确执行1位寄存器的顺序操作。尽管Transformer架构似乎适合此操作,但它会偶尔出现外推错误(称为注意力故障)。一个开放的挑战是如何在不依赖长尾数据或递归架构的情况下修复这些错误。数据集包含训练集、验证集、密集验证集和稀疏验证集,分别来自不同的FFL配置。
The Market Intelligence API by Automata provides two endpoints. The Company Lookalikes endpoint enables users to input a company website and receive a list of similar companies based on text analysis