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。
Each file, named File nameCircuit.txt is used for training and testing a system (SVM in our case) which performs the classification of the faults. Therefore It contains a set of data formatted for bei